diff --git a/Cargo.lock b/Cargo.lock
index 25555c82eba2f..9ce454688c384 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -2110,7 +2110,7 @@ dependencies = [
  "bitflags 2.6.0",
  "cexpr",
  "clang-sys",
- "itertools 0.12.1",
+ "itertools 0.10.5",
  "lazy_static",
  "lazycell",
  "log",
@@ -2897,7 +2897,7 @@ dependencies = [
  "futures-core",
  "prost 0.13.1",
  "prost-types 0.13.1",
- "tonic 0.12.1",
+ "tonic 0.12.2",
  "tracing-core",
 ]
 
@@ -2921,7 +2921,7 @@ dependencies = [
  "thread_local",
  "tokio",
  "tokio-stream 0.1.15 (registry+https://github.com/rust-lang/crates.io-index)",
- "tonic 0.12.1",
+ "tonic 0.12.2",
  "tracing",
  "tracing-core",
  "tracing-subscriber",
@@ -4513,7 +4513,7 @@ dependencies = [
  "prost 0.13.1",
  "tokio",
  "tokio-stream 0.1.15 (registry+https://github.com/rust-lang/crates.io-index)",
- "tonic 0.12.1",
+ "tonic 0.12.2",
  "tonic-build",
  "tower",
  "tower-service",
@@ -5464,7 +5464,7 @@ dependencies = [
  "thiserror",
  "tokio",
  "tokio-retry",
- "tonic 0.12.1",
+ "tonic 0.12.2",
  "tower",
  "tracing",
 ]
@@ -5477,7 +5477,7 @@ checksum = "0ae8ab26ef7c7c3f7dfb9cc3982293d031d8e78c85d00ddfb704b5c35aeff7c8"
 dependencies = [
  "prost 0.13.1",
  "prost-types 0.13.1",
- "tonic 0.12.1",
+ "tonic 0.12.2",
 ]
 
 [[package]]
@@ -6055,7 +6055,7 @@ dependencies = [
  "moka",
  "murmur3",
  "once_cell",
- "opendal 0.49.0",
+ "opendal",
  "ordered-float 4.1.1",
  "parquet 52.0.0",
  "paste",
@@ -6113,7 +6113,7 @@ dependencies = [
 [[package]]
 name = "icelake"
 version = "0.3.141592654"
-source = "git+https://github.com/risingwavelabs/icelake.git?rev=db4868f9a5de8ff8f6c04ec4c203bcbe59564cbe#db4868f9a5de8ff8f6c04ec4c203bcbe59564cbe"
+source = "git+https://github.com/risingwavelabs/icelake.git?rev=490e5af541edab0e9284ba19ddb56c8a16d1c36b#490e5af541edab0e9284ba19ddb56c8a16d1c36b"
 dependencies = [
  "anyhow",
  "apache-avro 0.17.0 (git+https://github.com/apache/avro.git)",
@@ -6139,7 +6139,7 @@ dependencies = [
  "log",
  "murmur3",
  "once_cell",
- "opendal 0.47.2",
+ "opendal",
  "ordered-float 3.9.1",
  "parquet 52.0.0",
  "prometheus",
@@ -6987,7 +6987,7 @@ dependencies = [
  "thiserror",
  "tokio",
  "toml 0.8.12",
- "tonic 0.12.1",
+ "tonic 0.12.2",
  "tracing",
 ]
 
@@ -7049,7 +7049,7 @@ dependencies = [
  "futures-util",
  "madsim",
  "tokio",
- "tonic 0.12.1",
+ "tonic 0.12.2",
  "tower",
  "tracing",
 ]
@@ -7911,9 +7911,9 @@ checksum = "c08d65885ee38876c4f86fa503fb49d7b507c2b62552df7c70b2fce627e06381"
 
 [[package]]
 name = "opendal"
-version = "0.47.2"
+version = "0.49.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ff159a2da374ef2d64848a6547943cf1af7d2ceada5ae77be175e1389aa07ae3"
+checksum = "9b04d09b9822c2f75a1d2fc513a2c1279c70e91e7407936fffdf6a6976ec530a"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -7931,42 +7931,12 @@ dependencies = [
  "once_cell",
  "percent-encoding",
  "prometheus",
- "quick-xml 0.31.0",
- "reqsign 0.15.2",
- "reqwest 0.12.4",
- "serde",
- "serde_json",
- "sha2",
- "tokio",
- "uuid",
-]
-
-[[package]]
-name = "opendal"
-version = "0.49.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "39d516adf7db912c38af382c3e92c27cd62fbbc240e630920555d784c2ab1494"
-dependencies = [
- "anyhow",
- "async-trait",
- "backon",
- "base64 0.22.0",
- "bytes",
- "chrono",
- "crc32c",
- "flagset",
- "futures",
- "getrandom",
- "http 1.1.0",
- "log",
- "md-5",
- "once_cell",
- "percent-encoding",
  "quick-xml 0.36.1",
- "reqsign 0.16.0",
+ "reqsign",
  "reqwest 0.12.4",
  "serde",
  "serde_json",
+ "sha2",
  "tokio",
  "uuid",
 ]
@@ -8076,7 +8046,7 @@ dependencies = [
  "prost 0.13.1",
  "thiserror",
  "tokio",
- "tonic 0.12.1",
+ "tonic 0.12.2",
 ]
 
 [[package]]
@@ -8088,7 +8058,7 @@ dependencies = [
  "opentelemetry",
  "opentelemetry_sdk",
  "prost 0.13.1",
- "tonic 0.12.1",
+ "tonic 0.12.2",
 ]
 
 [[package]]
@@ -8180,7 +8150,7 @@ dependencies = [
  "serde",
  "serde_json",
  "tokio",
- "tonic 0.12.1",
+ "tonic 0.12.2",
  "tonic-build",
  "tracing",
 ]
@@ -9227,7 +9197,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "81bddcdb20abf9501610992b6759a4c888aef7d1a7247ef75e2404275ac24af1"
 dependencies = [
  "anyhow",
- "itertools 0.12.1",
+ "itertools 0.10.5",
  "proc-macro2",
  "quote",
  "syn 2.0.66",
@@ -9419,7 +9389,7 @@ dependencies = [
  "indoc",
  "libc",
  "memoffset",
- "parking_lot 0.12.1",
+ "parking_lot 0.11.2",
  "portable-atomic",
  "pyo3-build-config",
  "pyo3-ffi",
@@ -9518,16 +9488,6 @@ dependencies = [
  "serde",
 ]
 
-[[package]]
-name = "quick-xml"
-version = "0.31.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1004a344b30a54e2ee58d66a71b32d2db2feb0a31f9a2d302bf0536f15de2a33"
-dependencies = [
- "memchr",
- "serde",
-]
-
 [[package]]
 name = "quick-xml"
 version = "0.35.0"
@@ -9811,37 +9771,6 @@ dependencies = [
  "bytecheck",
 ]
 
-[[package]]
-name = "reqsign"
-version = "0.15.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "70fe66d4cd0b5ed9b1abbfe639bf6baeaaf509f7da2d51b31111ba945be59286"
-dependencies = [
- "anyhow",
- "async-trait",
- "base64 0.22.0",
- "chrono",
- "form_urlencoded",
- "getrandom",
- "hex",
- "hmac",
- "home",
- "http 1.1.0",
- "jsonwebtoken",
- "log",
- "once_cell",
- "percent-encoding",
- "quick-xml 0.31.0",
- "rand",
- "reqwest 0.12.4",
- "rsa",
- "rust-ini",
- "serde",
- "serde_json",
- "sha1",
- "sha2",
-]
-
 [[package]]
 name = "reqsign"
 version = "0.16.0"
@@ -9858,11 +9787,14 @@ dependencies = [
  "hmac",
  "home",
  "http 1.1.0",
+ "jsonwebtoken",
  "log",
+ "once_cell",
  "percent-encoding",
  "quick-xml 0.35.0",
  "rand",
  "reqwest 0.12.4",
+ "rsa",
  "rust-ini",
  "serde",
  "serde_json",
@@ -10154,7 +10086,7 @@ dependencies = [
  "madsim-tokio",
  "madsim-tonic",
  "memcomparable",
- "opendal 0.47.2",
+ "opendal",
  "parking_lot 0.12.1",
  "parquet 52.0.0",
  "paste",
@@ -10435,6 +10367,7 @@ version = "2.1.0-alpha"
 dependencies = [
  "auto_impl",
  "bytes",
+ "cfg-or-panic",
  "clap",
  "darwin-libproc",
  "easy-ext",
@@ -10683,7 +10616,7 @@ dependencies = [
  "mysql_common",
  "nexmark",
  "num-bigint",
- "opendal 0.47.2",
+ "opendal",
  "openssl",
  "parking_lot 0.12.1",
  "parquet 52.0.0",
@@ -11444,7 +11377,7 @@ dependencies = [
  "madsim",
  "madsim-aws-sdk-s3",
  "madsim-tokio",
- "opendal 0.47.2",
+ "opendal",
  "prometheus",
  "reqwest 0.12.4",
  "risingwave_common",
@@ -14471,9 +14404,9 @@ dependencies = [
 
 [[package]]
 name = "tonic"
-version = "0.12.1"
+version = "0.12.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "38659f4a91aba8598d27821589f5db7dddd94601e7a01b1e485a50e5484c7401"
+checksum = "c6f6ba989e4b2c58ae83d862d3a3e27690b6e3ae630d0deb59f3697f32aa88ad"
 dependencies = [
  "async-stream",
  "async-trait",
@@ -14505,9 +14438,9 @@ dependencies = [
 
 [[package]]
 name = "tonic-build"
-version = "0.12.1"
+version = "0.12.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "568392c5a2bd0020723e3f387891176aabafe36fd9fcd074ad309dfa0c8eb964"
+checksum = "fe4ee8877250136bd7e3d2331632810a4df4ea5e004656990d8d66d2f5ee8a67"
 dependencies = [
  "prettyplease 0.2.15",
  "proc-macro2",
diff --git a/Cargo.toml b/Cargo.toml
index 456bf4bd1fbd1..148c8f64587a7 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -137,14 +137,14 @@ otlp-embedded = { git = "https://github.com/risingwavelabs/otlp-embedded", rev =
 prost = { version = "0.13" }
 prost-build = { version = "0.13" }
 # branch rw_patch
-icelake = { git = "https://github.com/risingwavelabs/icelake.git", rev = "db4868f9a5de8ff8f6c04ec4c203bcbe59564cbe", features = [
+icelake = { git = "https://github.com/risingwavelabs/icelake.git", rev = "490e5af541edab0e9284ba19ddb56c8a16d1c36b", features = [
     "prometheus",
 ] }
 # branch dev
 iceberg = { git = "https://github.com/risingwavelabs/iceberg-rust.git", rev = "84bf51c9d0d5886e4ee306ca4f383f029e1767a4" }
 iceberg-catalog-rest = { git = "https://github.com/risingwavelabs/iceberg-rust.git", rev = "84bf51c9d0d5886e4ee306ca4f383f029e1767a4" }
 iceberg-catalog-glue = { git = "https://github.com/risingwavelabs/iceberg-rust.git", rev = "84bf51c9d0d5886e4ee306ca4f383f029e1767a4" }
-opendal = "0.47"
+opendal = "0.49"
 # used only by arrow-udf-flight
 arrow-flight = "52"
 arrow-udf-js = "0.4"
diff --git a/ci/scripts/backwards-compat-test.sh b/ci/scripts/backwards-compat-test.sh
index c077d3d360eb2..e7b857c339f04 100755
--- a/ci/scripts/backwards-compat-test.sh
+++ b/ci/scripts/backwards-compat-test.sh
@@ -102,9 +102,9 @@ setup_old_cluster() {
     set -e
     echo "Failed to download ${OLD_VERSION} from github releases, build from source later during \`risedev d\`"
     configure_rw "$OLD_VERSION" true
-  elif [[ $OLD_VERSION = '1.10.1' || $OLD_VERSION = '1.10.0' ]]; then
+  elif [[ $OLD_VERSION = '1.10.0' || $OLD_VERSION = '1.10.1' || $OLD_VERSION = '1.10.2' || $OLD_VERSION = '2.0.0' ]]; then
     set -e
-    echo "1.10.x has older openssl version, build from source later during \`risedev d\`"
+    echo "1.10.x, 2.0.0 have dynamically linked openssl, build from source later during \`risedev d\`"
     configure_rw "$OLD_VERSION" true
   else
     set -e
diff --git a/ci/scripts/release.sh b/ci/scripts/release.sh
index c2f88521a5fc9..6ffafbb4a30dd 100755
--- a/ci/scripts/release.sh
+++ b/ci/scripts/release.sh
@@ -108,9 +108,9 @@ if [[ -n "${BUILDKITE_TAG}" ]]; then
 
   echo "--- Release create"
   set +e
-  response=$(gh api repos/risingwavelabs/risingwave/releases/tags/"${BUILDKITE_TAG}" 2>&1)
+  response=$(gh release view -R risingwavelabs/risingwave "${BUILDKITE_TAG}" 2>&1)
   set -euo pipefail
-  if [[ $response == *"Not Found"* ]]; then
+  if [[ $response == *"not found"* ]]; then
     echo "Tag ${BUILDKITE_TAG} does not exist. Creating release..."
     gh release create "${BUILDKITE_TAG}" --notes "release ${BUILDKITE_TAG}" -d -p
   else
diff --git a/ci/workflows/main-cron.yml b/ci/workflows/main-cron.yml
index d35803e02d758..a627c12dd88cd 100644
--- a/ci/workflows/main-cron.yml
+++ b/ci/workflows/main-cron.yml
@@ -529,7 +529,7 @@ steps:
     retry: *auto-retry
 
   - label: "S3 source and sink on parquet file"
-    key: "s3-v2-source-check-parquet-file"
+    key: "s3-source-and-sink-parquet-encode"
     command: "ci/scripts/s3-source-test.sh -p ci-release -s fs_parquet_source_and_sink.py"
     if: |
       !(build.pull_request.labels includes "ci/main-cron/run-selected") && build.env("CI_STEPS") == null
diff --git a/clippy.toml b/clippy.toml
index 21b972376b0ed..23134a6fe11f6 100644
--- a/clippy.toml
+++ b/clippy.toml
@@ -13,6 +13,8 @@ disallowed-methods = [
     { path = "speedate::DateTime::parse_bytes_with_config", reason = "Please use `parse_bytes_rfc3339_with_config` instead." },
     { path = "speedate::Date::parse_str", reason = "Please use `parse_str_rfc3339` instead." },
     { path = "speedate::Date::parse_bytes", reason = "Please use `parse_bytes_rfc3339` instead." },
+    { path = "tonic::transport::Endpoint::connect", reason = "Please use `EndpointExt::monitored_connect` instead." },
+    { path = "tonic::transport::Endpoint::connect_lazy", reason = "Please use `EndpointExt::monitored_connect_lazy` instead." },
 ]
 disallowed-types = [
     { path = "num_traits::AsPrimitive", reason = "Please use `From` or `TryFrom` with `OrderedFloat` instead." },
diff --git a/dashboard/components/Layout.tsx b/dashboard/components/Layout.tsx
index f16270adb2f4f..2a1eaf488d12d 100644
--- a/dashboard/components/Layout.tsx
+++ b/dashboard/components/Layout.tsx
@@ -144,7 +144,7 @@ function Layout({ children }: { children: React.ReactNode }) {
           </Section>
           <Section>
             <NavTitle>Streaming</NavTitle>
-            <NavButton href="/dependency_graph/">Relation Graph</NavButton>
+            <NavButton href="/relation_graph/">Relation Graph</NavButton>
             <NavButton href="/fragment_graph/">Fragment Graph</NavButton>
           </Section>
           <Section>
diff --git a/dashboard/components/RelationDependencyGraph.tsx b/dashboard/components/RelationGraph.tsx
similarity index 99%
rename from dashboard/components/RelationDependencyGraph.tsx
rename to dashboard/components/RelationGraph.tsx
index 1ab2fc7839a81..a61a6924a370e 100644
--- a/dashboard/components/RelationDependencyGraph.tsx
+++ b/dashboard/components/RelationGraph.tsx
@@ -57,7 +57,7 @@ const rowMargin = 50
 export const nodeRadius = 12
 const layoutMargin = 50
 
-export default function RelationDependencyGraph({
+export default function RelationGraph({
   nodes,
   selectedId,
   setSelectedId,
diff --git a/dashboard/components/Relations.tsx b/dashboard/components/Relations.tsx
index 49161feea908b..4636b3764947a 100644
--- a/dashboard/components/Relations.tsx
+++ b/dashboard/components/Relations.tsx
@@ -60,7 +60,7 @@ export const dependentsColumn: Column<Relation> = {
   name: "Depends",
   width: 1,
   content: (r) => (
-    <Link href={`/dependency_graph/?id=${r.id}`}>
+    <Link href={`/relation_graph/?id=${r.id}`}>
       <Button
         size="sm"
         aria-label="view dependents"
diff --git a/dashboard/pages/fragment_graph.tsx b/dashboard/pages/fragment_graph.tsx
index 23b4f04119c07..3ffbda24b232f 100644
--- a/dashboard/pages/fragment_graph.tsx
+++ b/dashboard/pages/fragment_graph.tsx
@@ -56,6 +56,7 @@ import { Dispatcher, MergeNode, StreamNode } from "../proto/gen/stream_plan"
 
 interface DispatcherNode {
   [actorId: number]: Dispatcher[]
+  fragment: TableFragments_Fragment
 }
 
 // Refresh interval (ms) for back pressure stats
@@ -107,10 +108,14 @@ function buildPlanNodeDependency(
     dispatcherName = "noDispatcher"
   }
 
-  const dispatcherNode = fragment.actors.reduce((obj, actor) => {
+  let dispatcherNode = fragment.actors.reduce((obj, actor) => {
     obj[actor.actorId] = actor.dispatcher
     return obj
   }, {} as DispatcherNode)
+  dispatcherNode.fragment = {
+    ...fragment,
+    actors: [],
+  }
 
   return d3.hierarchy({
     name: dispatcherName,
diff --git a/dashboard/pages/dependency_graph.tsx b/dashboard/pages/relation_graph.tsx
similarity index 98%
rename from dashboard/pages/dependency_graph.tsx
rename to dashboard/pages/relation_graph.tsx
index 9217a4d05e2ef..a1061ffa23f0d 100644
--- a/dashboard/pages/dependency_graph.tsx
+++ b/dashboard/pages/relation_graph.tsx
@@ -29,9 +29,7 @@ import _, { reverse, sortBy } from "lodash"
 import Head from "next/head"
 import { parseAsInteger, useQueryState } from "nuqs"
 import { Fragment, useCallback, useEffect, useMemo, useState } from "react"
-import RelationDependencyGraph, {
-  nodeRadius,
-} from "../components/RelationDependencyGraph"
+import RelationGraph, { nodeRadius } from "../components/RelationGraph"
 import Title from "../components/Title"
 import useErrorToast from "../hook/useErrorToast"
 import useFetch from "../lib/api/fetch"
@@ -305,7 +303,7 @@ export default function StreamingGraph() {
         >
           <Text fontWeight="semibold">Relation Graph</Text>
           {relationDependency && (
-            <RelationDependencyGraph
+            <RelationGraph
               nodes={relationDependency}
               selectedId={selectedId?.toString()}
               setSelectedId={(id) => setSelectedId(parseInt(id))}
diff --git a/docker/dashboards/risingwave-dev-dashboard.json b/docker/dashboards/risingwave-dev-dashboard.json
index d1313b24ad715..2fbce249615d4 100644
--- a/docker/dashboards/risingwave-dev-dashboard.json
+++ b/docker/dashboards/risingwave-dev-dashboard.json
@@ -1 +1 @@
-{"__inputs":[],"annotations":{"list":[]},"description":"RisingWave Dev Dashboard","editable":true,"gnetId":null,"graphTooltip":0,"hideControls":false,"id":null,"links":[],"panels":[{"cacheTimeout":null,"collapsed":true,"datasource":null,"description":null,"editable":true,"error":false,"fieldConfig":{"defaults":{"thresholds":{"mode":"absolute","steps":[]}}},"gridPos":{"h":1,"w":24,"x":0,"y":0},"height":null,"hideTimeOverride":false,"id":1,"interval":null,"links":[],"maxDataPoints":100,"maxPerRow":null,"minSpan":null,"panels":[{"cacheTimeout":null,"color":{"mode":"thresholds"},"columns":[],"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"Information about actors","editable":true,"error":false,"fieldConfig":{"defaults":{"custom":{"align":"auto","displayMode":"auto","filterable":true},"thresholds":{"mode":"absolute","steps":[]},"unit":""},"overrides":[]},"fontSize":"100%","gridPos":{"h":8,"w":12,"x":0,"y":0},"height":null,"hideTimeOverride":false,"id":2,"interval":null,"links":[],"mappings":[],"maxDataPoints":100,"maxPerRow":null,"minSpan":null,"options":{"showHeader":true,"sortBy":[]},"repeat":null,"repeatDirection":null,"span":null,"targets":[{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"group(actor_info{job=~\"$job\",instance=~\"$node\"}) by (actor_id, fragment_id, compute_node)","format":"table","hide":false,"instant":true,"interval":"","intervalFactor":2,"legendFormat":"","metric":"","query":"group(actor_info{job=~\"$job\",instance=~\"$node\"}) by (actor_id, fragment_id, compute_node)","refId":"","step":10,"target":""}],"timeFrom":null,"timeShift":null,"title":"Actor Info","transformations":[{"id":"organize","options":{"excludeByName":{"Time":true,"Value":true},"indexByName":{"actor_id":0,"compute_node":2,"fragment_id":1}}}],"transparent":false,"type":"table"},{"cacheTimeout":null,"color":{"mode":"thresholds"},"columns":[],"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"Information about state tables. 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diff --git a/docker/dashboards/risingwave-user-dashboard.json b/docker/dashboards/risingwave-user-dashboard.json
index 037679704e38f..b49ae6125be7b 100644
--- a/docker/dashboards/risingwave-user-dashboard.json
+++ b/docker/dashboards/risingwave-user-dashboard.json
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diff --git a/e2e_test/backwards-compat-tests/scripts/utils.sh b/e2e_test/backwards-compat-tests/scripts/utils.sh
index 3f99565b9870e..2d744e036cf75 100644
--- a/e2e_test/backwards-compat-tests/scripts/utils.sh
+++ b/e2e_test/backwards-compat-tests/scripts/utils.sh
@@ -245,6 +245,10 @@ seed_old_cluster() {
     sqllogictest -d dev -h localhost -p 4566 "$TEST_DIR/kafka/invalid_options/validate_original.slt"
   fi
 
+  # work around https://github.com/risingwavelabs/risingwave/issues/18650
+  echo "--- wait for a version checkpoint"
+  sleep 60
+
   echo "--- Killing cluster"
   kill_cluster
   echo "--- Killed cluster"
diff --git a/e2e_test/s3/fs_parquet_source_and_sink.py b/e2e_test/s3/fs_parquet_source_and_sink.py
index 6425ef1d3a9d6..1bf7de6ad6ec1 100644
--- a/e2e_test/s3/fs_parquet_source_and_sink.py
+++ b/e2e_test/s3/fs_parquet_source_and_sink.py
@@ -65,11 +65,11 @@ def _table():
     ) WITH (
         connector = 's3',
         match_pattern = '*.parquet',
-        s3.region_name = '{config['S3_REGION']}',
-        s3.bucket_name = '{config['S3_BUCKET']}',
-        s3.credentials.access = '{config['S3_ACCESS_KEY']}',
-        s3.credentials.secret = '{config['S3_SECRET_KEY']}',
-        s3.endpoint_url = 'https://{config['S3_ENDPOINT']}',
+        s3.region_name = 'custom',
+        s3.bucket_name = 'hummock001',
+        s3.credentials.access = 'hummockadmin',
+        s3.credentials.secret = 'hummockadmin',
+        s3.endpoint_url = 'http://hummock001.127.0.0.1:9301',
         refresh.interval.sec = 1,
     ) FORMAT PLAIN ENCODE PARQUET;''')
 
@@ -116,7 +116,6 @@ def _table():
         return 's3_test_parquet'
 
     # Execute a SELECT statement
-    cur.execute(f'''set sink_decouple = false;''')
     cur.execute(f'''CREATE sink test_file_sink as select
         id,
         name,
@@ -134,11 +133,11 @@ def _table():
         from {_table()} WITH (
         connector = 's3',
         match_pattern = '*.parquet',
-        s3.region_name = '{config['S3_REGION']}',
-        s3.bucket_name = '{config['S3_BUCKET']}',
-        s3.credentials.access = '{config['S3_ACCESS_KEY']}',
-        s3.credentials.secret = '{config['S3_SECRET_KEY']}',
-        s3.endpoint_url = 'https://{config['S3_ENDPOINT']}',
+        s3.region_name = 'custom',
+        s3.bucket_name = 'hummock001',
+        s3.credentials.access = 'hummockadmin',
+        s3.credentials.secret = 'hummockadmin',
+        s3.endpoint_url = 'http://hummock001.127.0.0.1:9301',
         s3.path = '',
         s3.file_type = 'parquet',
         type = 'append-only',
@@ -164,11 +163,11 @@ def _table():
     ) WITH (
         connector = 's3',
         match_pattern = '*.parquet',
-        s3.region_name = '{config['S3_REGION']}',
-        s3.bucket_name = '{config['S3_BUCKET']}',
-        s3.credentials.access = '{config['S3_ACCESS_KEY']}',
-        s3.credentials.secret = '{config['S3_SECRET_KEY']}',
-        s3.endpoint_url = 'https://{config['S3_ENDPOINT']}'
+        s3.region_name = 'custom',
+        s3.bucket_name = 'hummock001',
+        s3.credentials.access = 'hummockadmin',
+        s3.credentials.secret = 'hummockadmin',
+        s3.endpoint_url = 'http://hummock001.127.0.0.1:9301',
     ) FORMAT PLAIN ENCODE PARQUET;''')
 
     total_rows = file_num * item_num_per_file
@@ -209,10 +208,10 @@ def _assert_eq(field, got, expect):
 
     config = json.loads(os.environ["S3_SOURCE_TEST_CONF"])
     client = Minio(
-        config["S3_ENDPOINT"],
-        access_key=config["S3_ACCESS_KEY"],
-        secret_key=config["S3_SECRET_KEY"],
-        secure=True,
+        "127.0.0.1:9301",
+        "hummockadmin",
+        "hummockadmin",
+        secure=False,
     )
     run_id = str(random.randint(1000, 9999))
     _local = lambda idx: f'data_{idx}.parquet'
@@ -224,7 +223,7 @@ def _assert_eq(field, got, expect):
         pq.write_table(table, _local(idx))
 
         client.fput_object(
-            config["S3_BUCKET"],
+            "hummock001",
             _s3(idx),
             _local(idx)
         )
@@ -234,11 +233,11 @@ def _assert_eq(field, got, expect):
 
     # clean up s3 files
     for idx, _ in enumerate(data):
-       client.remove_object(config["S3_BUCKET"], _s3(idx))
+       client.remove_object("hummock001", _s3(idx))
 
     do_sink(config, FILE_NUM, ITEM_NUM_PER_FILE, run_id)
 
      # clean up s3 files
     for idx, _ in enumerate(data):
-       client.remove_object(config["S3_BUCKET"], _s3(idx))
+       client.remove_object("hummock001", _s3(idx))
 
diff --git a/e2e_test/s3/fs_source_v2.py b/e2e_test/s3/fs_source_v2.py
index eb9ec69ae3dd5..343b921540857 100644
--- a/e2e_test/s3/fs_source_v2.py
+++ b/e2e_test/s3/fs_source_v2.py
@@ -63,6 +63,12 @@ def _encode():
         else:
             return f"CSV (delimiter = ',', without_header = {str('without' in fmt).lower()})"
 
+    def _include_clause():
+        if fmt == 'json':
+            return 'INCLUDE payload as rw_payload'
+        else:
+            return ''
+
     # Execute a SELECT statement
     cur.execute(f'''CREATE TABLE {_table()}(
         id int,
@@ -70,7 +76,7 @@ def _encode():
         sex int,
         mark int,
     )
-    INCLUDE payload as rw_payload
+    {_include_clause()}
     WITH (
         connector = 's3',
         match_pattern = '{prefix}*.{fmt}',
@@ -107,19 +113,21 @@ def _assert_eq(field, got, expect):
     _assert_eq('sum(sex)', result[2], total_rows / 2)
     _assert_eq('sum(mark)', result[3], 0)
 
-    # check rw_payload
-    print('Check rw_payload')
-    stmt = f"select id, name, sex, mark, rw_payload from {_table()} limit 1;"
-    cur.execute(stmt)
-    result = cur.fetchone()
-    print("Got one line with rw_payload: ", result)
-    payload = json.loads(result[4])
-    _assert_eq('id', payload['id'], result[0])
-    _assert_eq('name', payload['name'], result[1])
-    _assert_eq('sex', payload['sex'], result[2])
-    _assert_eq('mark', payload['mark'], result[3])
-
-    print('Test pass')
+    # only do payload check for json format, which enables INCLUDE CLAUSE
+    if fmt == 'json':
+        # check rw_payload
+        print('Check rw_payload')
+        stmt = f"select id, name, sex, mark, rw_payload from {_table()} limit 1;"
+        cur.execute(stmt)
+        result = cur.fetchone()
+        print("Got one line with rw_payload: ", result)
+        payload = result[4]
+        _assert_eq('id', payload['id'], result[0])
+        _assert_eq('name', payload['name'], result[1])
+        _assert_eq('sex', payload['sex'], result[2])
+        _assert_eq('mark', payload['mark'], result[3])
+
+        print('Test pass')
 
     if need_drop_table:
         cur.execute(f'drop table {_table()}')
diff --git a/e2e_test/source/cdc_inline/auto_schema_map_mysql.slt b/e2e_test/source/cdc_inline/auto_schema_map_mysql.slt
index b1a4cd0836349..08afa5d1988a7 100644
--- a/e2e_test/source/cdc_inline/auto_schema_map_mysql.slt
+++ b/e2e_test/source/cdc_inline/auto_schema_map_mysql.slt
@@ -38,6 +38,22 @@ mysql --protocol=tcp -u root mytest -e "
     );
     INSERT INTO mysql_types_test VALUES ( False, 0, null, null, -8388608, -2147483647, 9223372036854775806, -10.0, -9999.999999, -10000.0, 'c', 'd', '', '', '1001-01-01', '-838:59:59.000000', '2000-01-01 00:00:00.000000', null, 'happy', '[1,2]');
     INSERT INTO mysql_types_test VALUES ( True, 1, -128, -32767, -8388608, -2147483647, -9223372036854775807, -10.0, -9999.999999, -10000.0, 'a', 'b', '', '', '1001-01-01', '00:00:00', '1998-01-01 00:00:00.000000', '1970-01-01 00:00:01', 'sad', '[3,4]');
+    CREATE TABLE IF NOT EXISTS test_default(
+        id int,
+        name varchar(255) DEFAULT 'default_name',
+        age int DEFAULT 18,
+        v1 real DEFAULT 1.1,
+        v2 double precision DEFAULT 2.2,
+        v3 decimal(5,2) DEFAULT 3.3,
+        v4 boolean DEFAULT false,
+        v5 date DEFAULT '2020-01-01',
+        v6 time DEFAULT '12:34:56',
+        v7 timestamp DEFAULT '2020-01-01 12:34:56',
+        v8 datetime DEFAULT '2020-01-01 12:34:56',
+        v9 VARCHAR(255) DEFAULT (UUID()),
+        PRIMARY KEY (id)
+    );
+    INSERT INTO test_default(id) VALUES (1),(2);
     "
 
 statement ok
@@ -70,6 +86,30 @@ HINT: Please define the schema manually
 statement ok
 ALTER SYSTEM SET license_key TO DEFAULT;
 
+statement ok
+create table test_default (*) from mysql_source table 'mytest.test_default';
+
+sleep 3s
+
+query TTTTTTTTTTTTT
+SELECT count(*) FROM test_default;
+----
+2
+
+statement ok
+insert into test_default(id) values (4),(5);
+
+statement ok
+FLUSH;
+
+
+# uuid() default expression is not supported
+query TTTTTTTTTTTTTT
+SELECT * FROM test_default where id>=4 order by id;
+----
+4 default_name 18 1.1 2.2 3.3 0 2020-01-01 12:34:56 2020-01-01 12:34:56+00:00 2020-01-01 12:34:56 NULL
+5 default_name 18 1.1 2.2 3.3 0 2020-01-01 12:34:56 2020-01-01 12:34:56+00:00 2020-01-01 12:34:56 NULL
+
 statement ok
 create table rw_customers (*) from mysql_source table 'mytest.customers';
 
diff --git a/e2e_test/source/cdc_inline/auto_schema_map_pg.slt b/e2e_test/source/cdc_inline/auto_schema_map_pg.slt
index 8183a617293b0..be220347225bb 100644
--- a/e2e_test/source/cdc_inline/auto_schema_map_pg.slt
+++ b/e2e_test/source/cdc_inline/auto_schema_map_pg.slt
@@ -45,6 +45,23 @@ psql -c "
     INSERT INTO postgres_types_test VALUES ( False, -32767, -2147483647, -9223372036854775807, -10.0, -9999.999999, -10000.0, 'd', '00'::bytea, '0001-01-01', '00:00:00', '2001-01-01 00:00:00'::timestamp, '2001-01-01 00:00:00-8'::timestamptz, interval '0 second', '{}', 'bb488f9b-330d-4012-b849-12adeb49e57e', 'happy', array[False::boolean]::boolean[], array[-32767::smallint]::smallint[], array[-2147483647::integer]::integer[], array[-9223372036854775807::bigint]::bigint[], array[-10.0::decimal]::decimal[], array[-9999.999999::real]::real[], array[-10000.0::double precision]::double precision[], array[''::varchar]::varchar[], array['00'::bytea]::bytea[], array['0001-01-01'::date]::date[], array['00:00:00'::time]::time[], array['2001-01-01 00:00:00'::timestamp::timestamp]::timestamp[], array['2001-01-01 00:00:00-8'::timestamptz::timestamptz]::timestamptz[], array[interval '0 second'::interval]::interval[], array['{}'::jsonb]::jsonb[], '{bb488f9b-330d-4012-b849-12adeb49e57e}', '{happy,ok,sad}');
     INSERT INTO postgres_types_test VALUES ( False, 1, 123, 1234567890, 123.45, 123.45, 123.456, 'a_varchar', 'DEADBEEF'::bytea, '0024-01-01', '12:34:56', '2024-05-19 12:34:56', '2024-05-19 12:34:56+00', INTERVAL '1 day', to_jsonb('hello'::text), '123e4567-e89b-12d3-a456-426614174000', 'happy', ARRAY[NULL, TRUE]::boolean[], ARRAY[NULL, 1::smallint], ARRAY[NULL, 123], ARRAY[NULL, 1234567890], ARRAY[NULL, 123.45::numeric], ARRAY[NULL, 123.45::real], ARRAY[NULL, 123.456], ARRAY[NULL, 'a_varchar'], ARRAY[NULL, 'DEADBEEF'::bytea], ARRAY[NULL, '2024-05-19'::date], ARRAY[NULL, '12:34:56'::time], ARRAY[NULL, '2024-05-19 12:34:56'::timestamp], ARRAY[NULL, '2024-05-19 12:34:56+00'::timestamptz], ARRAY[NULL, INTERVAL '1 day'], ARRAY[NULL, to_jsonb('hello'::text)], ARRAY[NULL, '123e4567-e89b-12d3-a456-426614174000'::uuid], ARRAY[NULL, 'happy'::mood]);
     INSERT INTO postgres_types_test VALUES ( False, NULL, NULL, 1, NULL, NULL, NULL, NULL, NULL, '0024-05-19', NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL);
+    CREATE TABLE IF NOT EXISTS test_default(
+        id int,
+        name varchar(255) DEFAULT 'default_name',
+        age int DEFAULT 18,
+        v1 real DEFAULT 1.1,
+        v2 double precision DEFAULT 2.2,
+        v3 numeric DEFAULT 3.3,
+        v4 boolean DEFAULT false,
+        v5 date DEFAULT '2020-01-01',
+        v6 time DEFAULT '12:34:56',
+        v7 timestamp DEFAULT '2020-01-01 12:34:56',
+        v8 timestamptz DEFAULT '2020-01-01 12:34:56+00',
+        v9 interval DEFAULT '1 day',
+        v10 jsonb DEFAULT '{}',
+        PRIMARY KEY (id)
+    );
+    INSERT INTO test_default(id,name,age) VALUES (1, 'name1', 20), (2, 'name2', 21), (3, 'name3', 22);
     "
 
 statement ok
@@ -58,6 +75,26 @@ create source pg_source with (
  slot.name = 'pg_slot'
 );
 
+statement ok
+create table test_default (*) from pg_source table 'public.test_default';
+
+sleep 3s
+
+statement ok
+insert into test_default(id) values (4),(5);
+
+statement ok
+FLUSH;
+
+query TTTTTTTTTTTTT
+SELECT * from test_default order by id;
+----
+1 name1 20 1.1 2.2 3.3 f 2020-01-01 12:34:56 2020-01-01 12:34:56 2020-01-01 12:34:56+00:00 1 day {}
+2 name2 21 1.1 2.2 3.3 f 2020-01-01 12:34:56 2020-01-01 12:34:56 2020-01-01 12:34:56+00:00 1 day {}
+3 name3 22 1.1 2.2 3.3 f 2020-01-01 12:34:56 2020-01-01 12:34:56 2020-01-01 12:34:56+00:00 1 day {}
+4 default_name 18 1.1 2.2 3.3 f 2020-01-01 12:34:56 2020-01-01 12:34:56 2020-01-01 12:34:56+00:00 1 day {}
+5 default_name 18 1.1 2.2 3.3 f 2020-01-01 12:34:56 2020-01-01 12:34:56 2020-01-01 12:34:56+00:00 1 day {}
+
 
 statement ok
 create table rw_postgres_types_test (*) from pg_source table 'public.postgres_types_test';
diff --git a/grafana/risingwave-dev-dashboard.dashboard.py b/grafana/risingwave-dev-dashboard.dashboard.py
index 14c141b02d8d5..8cabb2b5dd037 100644
--- a/grafana/risingwave-dev-dashboard.dashboard.py
+++ b/grafana/risingwave-dev-dashboard.dashboard.py
@@ -1841,8 +1841,8 @@ def section_batch(outer_panels):
                     "",
                     [
                         panels.target(
-                            f"{metric('batch_exchange_recv_row_number')}",
-                            "{{query_id}} : {{source_stage_id}}.{{source_task_id}} -> {{target_stage_id}}.{{target_task_id}}",
+                            f"sum(rate({metric('batch_exchange_recv_row_number')}[$__rate_interval]))by({COMPONENT_LABEL}, {NODE_LABEL})",
+                            "{{%s}} @ {{%s}}" % (COMPONENT_LABEL, NODE_LABEL),
                         ),
                     ],
                 ),
diff --git a/grafana/risingwave-dev-dashboard.json b/grafana/risingwave-dev-dashboard.json
index d1313b24ad715..2fbce249615d4 100644
--- a/grafana/risingwave-dev-dashboard.json
+++ b/grafana/risingwave-dev-dashboard.json
@@ -1 +1 @@
-{"__inputs":[],"annotations":{"list":[]},"description":"RisingWave Dev Dashboard","editable":true,"gnetId":null,"graphTooltip":0,"hideControls":false,"id":null,"links":[],"panels":[{"cacheTimeout":null,"collapsed":true,"datasource":null,"description":null,"editable":true,"error":false,"fieldConfig":{"defaults":{"thresholds":{"mode":"absolute","steps":[]}}},"gridPos":{"h":1,"w":24,"x":0,"y":0},"height":null,"hideTimeOverride":false,"id":1,"interval":null,"links":[],"maxDataPoints":100,"maxPerRow":null,"minSpan":null,"panels":[{"cacheTimeout":null,"color":{"mode":"thresholds"},"columns":[],"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"Information about actors","editable":true,"error":false,"fieldConfig":{"defaults":{"custom":{"align":"auto","displayMode":"auto","filterable":true},"thresholds":{"mode":"absolute","steps":[]},"unit":""},"overrides":[]},"fontSize":"100%","gridPos":{"h":8,"w":12,"x":0,"y":0},"height":null,"hideTimeOverride":false,"id":2,"interval":null,"links":[],"mappings":[],"maxDataPoints":100,"maxPerRow":null,"minSpan":null,"options":{"showHeader":true,"sortBy":[]},"repeat":null,"repeatDirection":null,"span":null,"targets":[{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"group(actor_info{job=~\"$job\",instance=~\"$node\"}) by (actor_id, fragment_id, compute_node)","format":"table","hide":false,"instant":true,"interval":"","intervalFactor":2,"legendFormat":"","metric":"","query":"group(actor_info{job=~\"$job\",instance=~\"$node\"}) by (actor_id, fragment_id, compute_node)","refId":"","step":10,"target":""}],"timeFrom":null,"timeShift":null,"title":"Actor Info","transformations":[{"id":"organize","options":{"excludeByName":{"Time":true,"Value":true},"indexByName":{"actor_id":0,"compute_node":2,"fragment_id":1}}}],"transparent":false,"type":"table"},{"cacheTimeout":null,"color":{"mode":"thresholds"},"columns":[],"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"Information about state tables. Column `materialized_view_id` is the id of the materialized view that this state table belongs to.","editable":true,"error":false,"fieldConfig":{"defaults":{"custom":{"align":"auto","displayMode":"auto","filterable":true},"thresholds":{"mode":"absolute","steps":[]},"unit":""},"overrides":[]},"fontSize":"100%","gridPos":{"h":8,"w":12,"x":12,"y":0},"height":null,"hideTimeOverride":false,"id":3,"interval":null,"links":[],"mappings":[],"maxDataPoints":100,"maxPerRow":null,"minSpan":null,"options":{"showHeader":true,"sortBy":[]},"repeat":null,"repeatDirection":null,"span":null,"targets":[{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"group(table_info{job=~\"$job\",instance=~\"$node\"}) by (table_id, table_name, table_type, materialized_view_id, fragment_id, compaction_group_id)","format":"table","hide":false,"instant":true,"interval":"","intervalFactor":2,"legendFormat":"","metric":"","query":"group(table_info{job=~\"$job\",instance=~\"$node\"}) by (table_id, table_name, table_type, materialized_view_id, fragment_id, compaction_group_id)","refId":"","step":10,"target":""}],"timeFrom":null,"timeShift":null,"title":"State Table Info","transformations":[{"id":"organize","options":{"excludeByName":{"Time":true,"Value":true},"indexByName":{"compaction_group_id":5,"fragment_id":4,"materialized_view_id":3,"table_id":0,"table_name":1,"table_type":2}}}],"transparent":false,"type":"table"},{"cacheTimeout":null,"color":{"mode":"thresholds"},"columns":[],"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"Actor count per compute node","editable":true,"error":false,"fieldConfig":{"defaults":{"custom":{"align":"auto","displayMode":"auto","filterable":true},"thresholds":{"mode":"absolute","steps":[]},"unit":""},"overrides":[]},"fontSize":"100%","gridPos":{"h":8,"w":12,"x":0,"y":8},"height":null,"hideTimeOverride":false,"id":4,"interval":null,"links":[],"mappings":[],"maxDataPoints":100,"maxPerRow":null,"minSpan":null,"options":{"showHeader":true,"sortBy":[]},"repeat":null,"repeatDirection":null,"span":null,"targets":[{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"count(actor_info{job=~\"$job\",instance=~\"$node\"}) by (compute_node)","format":"table","hide":false,"instant":true,"interval":"","intervalFactor":2,"legendFormat":"","metric":"","query":"count(actor_info{job=~\"$job\",instance=~\"$node\"}) by (compute_node)","refId":"","step":10,"target":""}],"timeFrom":null,"timeShift":null,"title":"Actor Count (Group By Compute Node)","transformations":[{"id":"organize","options":{"excludeByName":{"Time":true},"indexByName":{"compaction_group_id":5,"fragment_id":4,"materialized_view_id":3,"table_id":0,"table_name":1,"table_type":2}}}],"transparent":false,"type":"table"}],"repeat":null,"repeatDirection":null,"span":null,"targets":[],"timeFrom":null,"timeShift":null,"title":"Actor/Table Id Info","transformations":[],"transparent":false,"type":"row"},{"cacheTimeout":null,"collapsed":true,"datasource":null,"description":null,"editable":true,"error":false,"fieldConfig":{"defaults":{"thresholds":{"mode":"absolute","steps":[]}}},"gridPos":{"h":1,"w":24,"x":0,"y":1},"height":null,"hideTimeOverride":false,"id":5,"interval":null,"links":[],"maxDataPoints":100,"maxPerRow":null,"minSpan":null,"panels":[{"cacheTimeout":null,"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"The number of each type of RisingWave components 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diff --git a/grafana/risingwave-user-dashboard.dashboard.py b/grafana/risingwave-user-dashboard.dashboard.py
index 20ba4a857eaca..b1f4b90ce2a89 100644
--- a/grafana/risingwave-user-dashboard.dashboard.py
+++ b/grafana/risingwave-user-dashboard.dashboard.py
@@ -540,9 +540,9 @@ def section_network(outer_panels):
                     "",
                     [
                         panels.target(
-                            f"{metric('batch_exchange_recv_row_number')}",
-                            "{{query_id}} : {{source_stage_id}}.{{source_task_id}} -> {{target_stage_id}}.{{target_task_id}}",
-                        ),
+                            f"sum(rate({metric('batch_exchange_recv_row_number')}[$__rate_interval])) by ({NODE_LABEL})",
+                            "Recv @ {{%s}}" % NODE_LABEL,
+                        )
                     ],
                 ),
             ],
diff --git a/grafana/risingwave-user-dashboard.json b/grafana/risingwave-user-dashboard.json
index 037679704e38f..b49ae6125be7b 100644
--- a/grafana/risingwave-user-dashboard.json
+++ b/grafana/risingwave-user-dashboard.json
@@ -1 +1 @@
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diff --git a/java/connector-node/risingwave-connector-service/src/main/java/com/risingwave/connector/source/common/DbzSourceUtils.java b/java/connector-node/risingwave-connector-service/src/main/java/com/risingwave/connector/source/common/DbzSourceUtils.java
index 6ab10bf18eb04..e0670cb7cb8ef 100644
--- a/java/connector-node/risingwave-connector-service/src/main/java/com/risingwave/connector/source/common/DbzSourceUtils.java
+++ b/java/connector-node/risingwave-connector-service/src/main/java/com/risingwave/connector/source/common/DbzSourceUtils.java
@@ -62,8 +62,10 @@ public static void createPostgresPublicationIfNeeded(
                             ValidatorUtils.getSql("postgres.publication_exist"))) {
                 stmt.setString(1, pubName);
                 var res = stmt.executeQuery();
+                // Note: the value returned here is `pubviaroot`, If there's more than one row, the
+                // publication exists
                 if (res.next()) {
-                    isPubExist = res.getBoolean(1);
+                    isPubExist = true;
                 }
             }
 
diff --git a/proto/catalog.proto b/proto/catalog.proto
index 3c3ee374a9e6e..2bbfa39c10350 100644
--- a/proto/catalog.proto
+++ b/proto/catalog.proto
@@ -417,6 +417,20 @@ message Table {
   // upstream table.
   optional string cdc_table_id = 39;
 
+  // Total vnode count of the table.
+  //
+  // Can be unset if...
+  // - The catalog is generated by the frontend and not yet persisted, this is
+  //   because the vnode count of each fragment (then internal tables) is determined
+  //   by the meta service.
+  // - The table is created in older versions where variable vnode count is not
+  //   supported, in which case a default value of 256 should be used.
+  //   Use `VnodeCountCompat::vnode_count` to access it.
+  //
+  // Please note that this field is not intended to describe the expected vnode count
+  // for a streaming job. Instead, refer to `stream_plan.StreamFragmentGraph.expected_vnode_count`.
+  optional uint32 maybe_vnode_count = 40;
+
   // Per-table catalog version, used by schema change. `None` for internal
   // tables and tests. Not to be confused with the global catalog version for
   // notification service.
diff --git a/proto/ddl_service.proto b/proto/ddl_service.proto
index f51f0e1b3a428..de860593e8105 100644
--- a/proto/ddl_service.proto
+++ b/proto/ddl_service.proto
@@ -11,13 +11,18 @@ import "stream_plan.proto";
 option java_package = "com.risingwave.proto";
 option optimize_for = SPEED;
 
+message WaitVersion {
+  uint64 catalog_version = 1;
+  uint64 hummock_version_id = 2;
+}
+
 message CreateDatabaseRequest {
   catalog.Database db = 1;
 }
 
 message CreateDatabaseResponse {
   common.Status status = 1;
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 message DropDatabaseRequest {
@@ -26,7 +31,7 @@ message DropDatabaseRequest {
 
 message DropDatabaseResponse {
   common.Status status = 1;
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 message CreateSchemaRequest {
@@ -35,7 +40,7 @@ message CreateSchemaRequest {
 
 message CreateSchemaResponse {
   common.Status status = 1;
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 message DropSchemaRequest {
@@ -44,7 +49,7 @@ message DropSchemaRequest {
 
 message DropSchemaResponse {
   common.Status status = 1;
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 message CreateSourceRequest {
@@ -54,7 +59,7 @@ message CreateSourceRequest {
 
 message CreateSourceResponse {
   common.Status status = 1;
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 message DropSourceRequest {
@@ -64,7 +69,7 @@ message DropSourceRequest {
 
 message DropSourceResponse {
   common.Status status = 1;
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 message AlterSourceRequest {
@@ -73,7 +78,7 @@ message AlterSourceRequest {
 
 message AlterSourceResponse {
   common.Status status = 1;
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 message CreateSinkRequest {
@@ -85,7 +90,7 @@ message CreateSinkRequest {
 
 message CreateSinkResponse {
   common.Status status = 1;
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 message DropSinkRequest {
@@ -96,7 +101,7 @@ message DropSinkRequest {
 
 message DropSinkResponse {
   common.Status status = 1;
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 message CreateSubscriptionRequest {
@@ -105,7 +110,7 @@ message CreateSubscriptionRequest {
 
 message CreateSubscriptionResponse {
   common.Status status = 1;
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 message DropSubscriptionRequest {
@@ -115,7 +120,7 @@ message DropSubscriptionRequest {
 
 message DropSubscriptionResponse {
   common.Status status = 1;
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 message CreateMaterializedViewRequest {
@@ -135,7 +140,7 @@ message CreateMaterializedViewRequest {
 
 message CreateMaterializedViewResponse {
   common.Status status = 1;
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 message DropMaterializedViewRequest {
@@ -145,7 +150,7 @@ message DropMaterializedViewRequest {
 
 message DropMaterializedViewResponse {
   common.Status status = 1;
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 message CreateViewRequest {
@@ -154,7 +159,7 @@ message CreateViewRequest {
 
 message CreateViewResponse {
   common.Status status = 1;
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 message DropViewRequest {
@@ -164,7 +169,7 @@ message DropViewRequest {
 
 message DropViewResponse {
   common.Status status = 1;
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 // An enum to distinguish different types of the `Table` streaming job.
@@ -197,7 +202,7 @@ message CreateTableRequest {
 
 message CreateTableResponse {
   common.Status status = 1;
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 message AlterNameRequest {
@@ -216,7 +221,7 @@ message AlterNameRequest {
 
 message AlterNameResponse {
   common.Status status = 1;
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 message AlterOwnerRequest {
@@ -247,7 +252,7 @@ message AlterSetSchemaRequest {
 
 message AlterSetSchemaResponse {
   common.Status status = 1;
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 message AlterParallelismRequest {
@@ -260,7 +265,7 @@ message AlterParallelismResponse {}
 
 message AlterOwnerResponse {
   common.Status status = 1;
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 message CreateFunctionRequest {
@@ -269,7 +274,7 @@ message CreateFunctionRequest {
 
 message CreateFunctionResponse {
   common.Status status = 1;
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 message DropFunctionRequest {
@@ -278,7 +283,7 @@ message DropFunctionRequest {
 
 message DropFunctionResponse {
   common.Status status = 1;
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 message DropTableRequest {
@@ -291,7 +296,7 @@ message DropTableRequest {
 
 message DropTableResponse {
   common.Status status = 1;
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 // Used by risectl (and in the future, dashboard)
@@ -310,7 +315,7 @@ message CreateIndexRequest {
 
 message CreateIndexResponse {
   common.Status status = 1;
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 message DropIndexRequest {
@@ -320,7 +325,7 @@ message DropIndexRequest {
 
 message DropIndexResponse {
   common.Status status = 1;
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 message ReplaceTablePlan {
@@ -345,7 +350,7 @@ message ReplaceTablePlanRequest {
 message ReplaceTablePlanResponse {
   common.Status status = 1;
   // The new global catalog version.
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 message GetTableRequest {
@@ -378,7 +383,7 @@ message CreateSecretRequest {
 }
 
 message CreateSecretResponse {
-  uint64 version = 1;
+  WaitVersion version = 1;
 }
 
 message DropSecretRequest {
@@ -386,7 +391,7 @@ message DropSecretRequest {
 }
 
 message DropSecretResponse {
-  uint64 version = 1;
+  WaitVersion version = 1;
 }
 
 message CreateConnectionRequest {
@@ -406,7 +411,7 @@ message CreateConnectionRequest {
 
 message CreateConnectionResponse {
   // global catalog version
-  uint64 version = 1;
+  WaitVersion version = 1;
 }
 
 message ListConnectionsRequest {}
@@ -421,7 +426,7 @@ message DropConnectionRequest {
 
 message DropConnectionResponse {
   common.Status status = 1;
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 message GetTablesRequest {
@@ -442,7 +447,7 @@ message CommentOnRequest {
 
 message CommentOnResponse {
   common.Status status = 1;
-  uint64 version = 2;
+  WaitVersion version = 2;
 }
 
 message TableSchemaChange {
diff --git a/proto/expr.proto b/proto/expr.proto
index 53bba96cc587b..c5c66733d0d92 100644
--- a/proto/expr.proto
+++ b/proto/expr.proto
@@ -422,7 +422,7 @@ message FunctionCall {
 
 // Aggregate Function Calls for Aggregation
 message AggCall {
-  enum Type {
+  enum Kind {
     UNSPECIFIED = 0;
     SUM = 1;
     MIN = 2;
@@ -458,16 +458,16 @@ message AggCall {
     // wraps a scalar function that takes a list as input as an aggregate function.
     WRAP_SCALAR = 101;
   }
-  Type type = 1;
+  Kind kind = 1;
   repeated InputRef args = 2;
   data.DataType return_type = 3;
   bool distinct = 4;
   repeated common.ColumnOrder order_by = 5;
   ExprNode filter = 6;
   repeated Constant direct_args = 7;
-  // optional. only used when the type is USER_DEFINED.
+  // optional. only used when the kind is USER_DEFINED.
   UserDefinedFunctionMetadata udf = 8;
-  // optional. only used when the type is WRAP_SCALAR.
+  // optional. only used when the kind is WRAP_SCALAR.
   ExprNode scalar = 9;
 }
 
@@ -562,7 +562,7 @@ message WindowFunction {
 
   oneof type {
     GeneralType general = 1;
-    AggCall.Type aggregate = 2;
+    AggCall.Kind aggregate = 2;
   }
   repeated InputRef args = 3;
   data.DataType return_type = 4;
diff --git a/proto/meta.proto b/proto/meta.proto
index 4be4f2b18d9ca..e088b7fb73309 100644
--- a/proto/meta.proto
+++ b/proto/meta.proto
@@ -94,6 +94,14 @@ message TableFragments {
     // so we pre-generate and store it here, this member will only be initialized when creating the Fragment
     // and modified when creating the mv-on-mv
     repeated uint32 upstream_fragment_ids = 7;
+
+    // Total vnode count of the fragment (then all internal tables).
+    // Duplicated from the length of the vnode bitmap in any actor of the fragment.
+    //
+    // Can be unset if the fragment is created in older versions where variable vnode count is not
+    // supported, in which case a default value of 256 should be used.
+    // Use `VnodeCountCompat::vnode_count` to access it.
+    optional uint32 maybe_vnode_count = 8;
   }
   uint32 table_id = 1;
   State state = 2;
@@ -145,7 +153,7 @@ message FlushRequest {
 
 message FlushResponse {
   common.Status status = 1;
-  hummock.HummockSnapshot snapshot = 2;
+  uint64 hummock_version_id = 2;
 }
 
 // The reason why the data sources in the cluster are paused.
@@ -160,17 +168,11 @@ enum PausedReason {
 
 message PauseRequest {}
 
-message PauseResponse {
-  optional PausedReason prev = 1;
-  optional PausedReason curr = 2;
-}
+message PauseResponse {}
 
 message ResumeRequest {}
 
-message ResumeResponse {
-  optional PausedReason prev = 1;
-  optional PausedReason curr = 2;
-}
+message ResumeResponse {}
 
 message CancelCreatingJobsRequest {
   message CreatingJobInfo {
diff --git a/proto/plan_common.proto b/proto/plan_common.proto
index 0f4e988e6c035..a552c9f0a5fae 100644
--- a/proto/plan_common.proto
+++ b/proto/plan_common.proto
@@ -96,6 +96,13 @@ message StorageTableDesc {
   repeated uint32 stream_key = 9;
   optional uint32 vnode_col_idx_in_pk = 10;
   optional uint32 retention_seconds = 11;
+
+  // Total vnode count of the table.
+  //
+  // Can be unset if the table is created in older versions where variable vnode count is not
+  // supported, in which case a default value of 256 should be used.
+  // Use `VnodeCountCompat::vnode_count` to access it.
+  optional uint32 maybe_vnode_count = 12;
 }
 
 message AsOf {
diff --git a/proto/stream_plan.proto b/proto/stream_plan.proto
index d6a6ae0ed67e9..7fe63054c565c 100644
--- a/proto/stream_plan.proto
+++ b/proto/stream_plan.proto
@@ -990,6 +990,10 @@ message StreamContext {
   string timezone = 1;
 }
 
+// Representation of a graph of stream fragments.
+// Generated by the fragmenter in the frontend, only used in DDL requests and never persisted.
+//
+// For the persisted form, see `TableFragments`.
 message StreamFragmentGraph {
   message StreamFragment {
     // 0-based on frontend, and will be rewritten to global id on meta.
@@ -1036,4 +1040,14 @@ message StreamFragmentGraph {
   StreamContext ctx = 5;
   // If none, default parallelism will be applied.
   Parallelism parallelism = 6;
+
+  // Expected vnode count for the graph.
+  // The scheduler on the meta service will use this as a hint to decide the vnode count
+  // for each fragment.
+  //
+  // Note that the actual vnode count may be different from this value.
+  // For example, a no-shuffle exchange between current fragment graph and an existing
+  // upstream fragment graph requires two fragments to be in the same distribution,
+  // thus the same vnode count.
+  uint32 expected_vnode_count = 7;
 }
diff --git a/src/batch/benches/hash_agg.rs b/src/batch/benches/hash_agg.rs
index e393f1ff1bf8c..b4d773ae425f2 100644
--- a/src/batch/benches/hash_agg.rs
+++ b/src/batch/benches/hash_agg.rs
@@ -25,7 +25,7 @@ use risingwave_common::catalog::{Field, Schema};
 use risingwave_common::memory::MemoryContext;
 use risingwave_common::types::DataType;
 use risingwave_common::{enable_jemalloc, hash};
-use risingwave_expr::aggregate::{AggCall, AggKind, PbAggKind};
+use risingwave_expr::aggregate::{AggCall, AggType, PbAggKind};
 use risingwave_pb::expr::{PbAggCall, PbInputRef};
 use tokio::runtime::Runtime;
 use utils::{create_input, execute_executor};
@@ -34,12 +34,12 @@ enable_jemalloc!();
 
 fn create_agg_call(
     input_schema: &Schema,
-    agg_kind: AggKind,
+    agg_type: AggType,
     args: Vec<usize>,
     return_type: DataType,
 ) -> PbAggCall {
     PbAggCall {
-        r#type: agg_kind.to_protobuf() as i32,
+        kind: agg_type.to_protobuf_simple() as i32,
         args: args
             .into_iter()
             .map(|col_idx| PbInputRef {
@@ -59,7 +59,7 @@ fn create_agg_call(
 
 fn create_hash_agg_executor(
     group_key_columns: Vec<usize>,
-    agg_kind: AggKind,
+    agg_type: AggType,
     arg_columns: Vec<usize>,
     return_type: DataType,
     chunk_size: usize,
@@ -75,7 +75,7 @@ fn create_hash_agg_executor(
 
     let agg_calls = vec![create_agg_call(
         input_schema,
-        agg_kind,
+        agg_type,
         arg_columns,
         return_type,
     )];
@@ -131,7 +131,7 @@ fn bench_hash_agg(c: &mut Criterion) {
         (vec![0, 2], PbAggKind::Min, vec![1], DataType::Int64),
     ];
 
-    for (group_key_columns, agg_kind, arg_columns, return_type) in bench_variants {
+    for (group_key_columns, agg_type, arg_columns, return_type) in bench_variants {
         for chunk_size in &[32, 128, 512, 1024, 2048, 4096] {
             c.bench_with_input(
                 BenchmarkId::new("HashAggExecutor", chunk_size),
@@ -142,7 +142,7 @@ fn bench_hash_agg(c: &mut Criterion) {
                         || {
                             create_hash_agg_executor(
                                 group_key_columns.clone(),
-                                agg_kind.into(),
+                                agg_type.into(),
                                 arg_columns.clone(),
                                 return_type.clone(),
                                 chunk_size,
diff --git a/src/batch/src/exchange_source.rs b/src/batch/src/exchange_source.rs
index 409061594338d..6f7f01610539d 100644
--- a/src/batch/src/exchange_source.rs
+++ b/src/batch/src/exchange_source.rs
@@ -48,6 +48,7 @@ impl ExchangeSourceImpl {
         }
     }
 
+    #[expect(dead_code)]
     pub(crate) fn get_task_id(&self) -> TaskId {
         match self {
             ExchangeSourceImpl::Grpc(grpc) => grpc.get_task_id(),
diff --git a/src/batch/src/executor/generic_exchange.rs b/src/batch/src/executor/generic_exchange.rs
index 9a13fd198f9aa..c1cd2ae41b80c 100644
--- a/src/batch/src/executor/generic_exchange.rs
+++ b/src/batch/src/executor/generic_exchange.rs
@@ -35,7 +35,7 @@ use crate::task::{BatchTaskContext, TaskId};
 
 pub type ExchangeExecutor<C> = GenericExchangeExecutor<DefaultCreateSource, C>;
 use crate::executor::{BoxedDataChunkStream, BoxedExecutor, BoxedExecutorBuilder, Executor};
-use crate::monitor::BatchMetricsWithTaskLabels;
+use crate::monitor::BatchMetrics;
 
 pub struct GenericExchangeExecutor<CS, C> {
     proto_sources: Vec<PbExchangeSource>,
@@ -51,7 +51,7 @@ pub struct GenericExchangeExecutor<CS, C> {
 
     /// Batch metrics.
     /// None: Local mode don't record mertics.
-    metrics: Option<BatchMetricsWithTaskLabels>,
+    metrics: Option<BatchMetrics>,
 }
 
 /// `CreateSource` determines the right type of `ExchangeSource` to create.
@@ -212,7 +212,6 @@ impl<CS: 'static + Send + CreateSource, C: BatchTaskContext> GenericExchangeExec
                     source_creator,
                     self.context.clone(),
                     self.metrics.clone(),
-                    self.identity.clone(),
                 )
             });
 
@@ -237,25 +236,15 @@ impl<CS: 'static + Send + CreateSource, C: BatchTaskContext> GenericExchangeExec
         prost_source: PbExchangeSource,
         source_creator: CS,
         context: C,
-        metrics: Option<BatchMetricsWithTaskLabels>,
-        identity: String,
+        metrics: Option<BatchMetrics>,
     ) {
         let mut source = source_creator
             .create_source(context.clone(), &prost_source)
             .await?;
         // create the collector
-        let source_id = source.get_task_id();
-        let counter = metrics.as_ref().map(|metrics| {
-            metrics
-                .executor_metrics()
-                .exchange_recv_row_number
-                .with_guarded_label_values(&[
-                    source_id.query_id.as_str(),
-                    format!("{}", source_id.stage_id).as_str(),
-                    format!("{}", source_id.task_id).as_str(),
-                    identity.as_str(),
-                ])
-        });
+        let counter = metrics
+            .as_ref()
+            .map(|metrics| &metrics.executor_metrics().exchange_recv_row_number);
 
         loop {
             if let Some(res) = source.take_data().await? {
@@ -263,7 +252,7 @@ impl<CS: 'static + Send + CreateSource, C: BatchTaskContext> GenericExchangeExec
                     debug!("Exchange source {:?} output empty chunk.", source);
                 }
 
-                if let Some(ref counter) = counter {
+                if let Some(counter) = counter {
                     counter.inc_by(res.cardinality().try_into().unwrap());
                 }
 
diff --git a/src/batch/src/executor/hash_agg.rs b/src/batch/src/executor/hash_agg.rs
index 00073217f7ead..bde5d36bd8c64 100644
--- a/src/batch/src/executor/hash_agg.rs
+++ b/src/batch/src/executor/hash_agg.rs
@@ -755,7 +755,7 @@ mod tests {
     use risingwave_common::util::sort_util::{ColumnOrder, OrderType};
     use risingwave_pb::data::data_type::TypeName;
     use risingwave_pb::data::PbDataType;
-    use risingwave_pb::expr::agg_call::Type;
+    use risingwave_pb::expr::agg_call::PbKind as PbAggKind;
     use risingwave_pb::expr::{AggCall, InputRef};
 
     use super::*;
@@ -788,7 +788,7 @@ mod tests {
             ));
 
             let agg_call = AggCall {
-                r#type: Type::Sum as i32,
+                kind: PbAggKind::Sum as i32,
                 args: vec![InputRef {
                     index: 2,
                     r#type: Some(PbDataType {
@@ -873,7 +873,7 @@ mod tests {
         );
 
         let agg_call = AggCall {
-            r#type: Type::Count as i32,
+            kind: PbAggKind::Count as i32,
             args: vec![],
             return_type: Some(PbDataType {
                 type_name: TypeName::Int64 as i32,
@@ -985,7 +985,7 @@ mod tests {
         );
 
         let agg_call = AggCall {
-            r#type: Type::Sum as i32,
+            kind: PbAggKind::Sum as i32,
             args: vec![InputRef {
                 index: 2,
                 r#type: Some(PbDataType {
@@ -1078,7 +1078,7 @@ mod tests {
         ));
 
         let agg_call = AggCall {
-            r#type: Type::Sum as i32,
+            kind: PbAggKind::Sum as i32,
             args: vec![InputRef {
                 index: 2,
                 r#type: Some(PbDataType {
diff --git a/src/batch/src/executor/join/distributed_lookup_join.rs b/src/batch/src/executor/join/distributed_lookup_join.rs
index 74d7843013e4d..0a328e2f985f1 100644
--- a/src/batch/src/executor/join/distributed_lookup_join.rs
+++ b/src/batch/src/executor/join/distributed_lookup_join.rs
@@ -19,7 +19,7 @@ use futures::pin_mut;
 use itertools::Itertools;
 use risingwave_common::bitmap::Bitmap;
 use risingwave_common::catalog::{ColumnDesc, ColumnId, Field, Schema};
-use risingwave_common::hash::{HashKey, HashKeyDispatcher, VirtualNode};
+use risingwave_common::hash::{HashKey, HashKeyDispatcher, VnodeCountCompat};
 use risingwave_common::memory::MemoryContext;
 use risingwave_common::row::OwnedRow;
 use risingwave_common::types::{DataType, Datum};
@@ -195,8 +195,8 @@ impl BoxedExecutorBuilder for DistributedLookupJoinExecutorBuilder {
             .collect();
 
         // Lookup Join always contains distribution key, so we don't need vnode bitmap
-        // TODO(var-vnode): use vnode count from table desc
-        let vnodes = Some(Bitmap::ones(VirtualNode::COUNT).into());
+        let vnodes = Some(Bitmap::ones(table_desc.vnode_count()).into());
+
         dispatch_state_store!(source.context().state_store(), state_store, {
             let table = StorageTable::new_partial(state_store, column_ids, vnodes, table_desc);
             let inner_side_builder = InnerSideExecutorBuilder::new(
diff --git a/src/batch/src/executor/join/local_lookup_join.rs b/src/batch/src/executor/join/local_lookup_join.rs
index 7c7a08af5d873..7f6dfb1d99a7c 100644
--- a/src/batch/src/executor/join/local_lookup_join.rs
+++ b/src/batch/src/executor/join/local_lookup_join.rs
@@ -21,7 +21,8 @@ use risingwave_common::bitmap::{Bitmap, BitmapBuilder};
 use risingwave_common::catalog::{ColumnDesc, Field, Schema};
 use risingwave_common::hash::table_distribution::TableDistribution;
 use risingwave_common::hash::{
-    ExpandedWorkerSlotMapping, HashKey, HashKeyDispatcher, VirtualNode, WorkerSlotId,
+    ExpandedWorkerSlotMapping, HashKey, HashKeyDispatcher, VirtualNode, VnodeCountCompat,
+    WorkerSlotId,
 };
 use risingwave_common::memory::MemoryContext;
 use risingwave_common::types::{DataType, Datum};
@@ -408,8 +409,8 @@ impl BoxedExecutorBuilder for LocalLookupJoinExecutorBuilder {
             })
             .collect();
 
-        // TODO(var-vnode): use vnode count from table desc
-        let vnodes = Some(Bitmap::ones(VirtualNode::COUNT).into());
+        let vnodes = Some(Bitmap::ones(table_desc.vnode_count()).into());
+
         let inner_side_builder = InnerSideExecutorBuilder {
             table_desc: table_desc.clone(),
             table_distribution: TableDistribution::new_from_storage_table_desc(vnodes, table_desc),
diff --git a/src/batch/src/executor/log_row_seq_scan.rs b/src/batch/src/executor/log_row_seq_scan.rs
index be2a11b756946..79cc21b0f02ed 100644
--- a/src/batch/src/executor/log_row_seq_scan.rs
+++ b/src/batch/src/executor/log_row_seq_scan.rs
@@ -22,7 +22,7 @@ use prometheus::Histogram;
 use risingwave_common::array::{DataChunk, Op};
 use risingwave_common::bitmap::Bitmap;
 use risingwave_common::catalog::{ColumnId, Field, Schema};
-use risingwave_common::hash::VirtualNode;
+use risingwave_common::hash::VnodeCountCompat;
 use risingwave_common::row::{Row, RowExt};
 use risingwave_common::types::ScalarImpl;
 use risingwave_pb::batch_plan::plan_node::NodeBody;
@@ -34,7 +34,7 @@ use risingwave_storage::{dispatch_state_store, StateStore};
 
 use super::{BoxedDataChunkStream, BoxedExecutor, BoxedExecutorBuilder, Executor, ExecutorBuilder};
 use crate::error::{BatchError, Result};
-use crate::monitor::BatchMetricsWithTaskLabels;
+use crate::monitor::BatchMetrics;
 use crate::task::BatchTaskContext;
 
 pub struct LogRowSeqScanExecutor<S: StateStore> {
@@ -45,7 +45,7 @@ pub struct LogRowSeqScanExecutor<S: StateStore> {
 
     /// Batch metrics.
     /// None: Local mode don't record mertics.
-    metrics: Option<BatchMetricsWithTaskLabels>,
+    metrics: Option<BatchMetrics>,
 
     table: StorageTable<S>,
     old_epoch: u64,
@@ -59,7 +59,7 @@ impl<S: StateStore> LogRowSeqScanExecutor<S> {
         new_epoch: u64,
         chunk_size: usize,
         identity: String,
-        metrics: Option<BatchMetricsWithTaskLabels>,
+        metrics: Option<BatchMetrics>,
     ) -> Self {
         let mut schema = table.schema().clone();
         schema.fields.push(Field::with_name(
@@ -107,8 +107,7 @@ impl BoxedExecutorBuilder for LogStoreRowSeqScanExecutorBuilder {
             Some(vnodes) => Some(Bitmap::from(vnodes).into()),
             // This is possible for dml. vnode_bitmap is not filled by scheduler.
             // Or it's single distribution, e.g., distinct agg. We scan in a single executor.
-            // TODO(var-vnode): use vnode count from table desc
-            None => Some(Bitmap::ones(VirtualNode::COUNT).into()),
+            None => Some(Bitmap::ones(table_desc.vnode_count()).into()),
         };
 
         let chunk_size = source.context.get_config().developer.chunk_size as u32;
@@ -160,22 +159,19 @@ impl<S: StateStore> LogRowSeqScanExecutor<S> {
     async fn do_execute(self: Box<Self>) {
         let Self {
             chunk_size,
-            identity,
             metrics,
             table,
             old_epoch,
             new_epoch,
             schema,
+            ..
         } = *self;
         let table = std::sync::Arc::new(table);
 
         // Create collector.
-        let histogram = metrics.as_ref().map(|metrics| {
-            metrics
-                .executor_metrics()
-                .row_seq_scan_next_duration
-                .with_guarded_label_values(&metrics.executor_labels(&identity))
-        });
+        let histogram = metrics
+            .as_ref()
+            .map(|metrics| &metrics.executor_metrics().row_seq_scan_next_duration);
         // Range Scan
         // WARN: DO NOT use `select` to execute range scans concurrently
         //       it can consume too much memory if there're too many ranges.
@@ -184,7 +180,7 @@ impl<S: StateStore> LogRowSeqScanExecutor<S> {
             old_epoch,
             new_epoch,
             chunk_size,
-            histogram.clone(),
+            histogram,
             Arc::new(schema.clone()),
         );
         #[for_await]
diff --git a/src/batch/src/executor/row_seq_scan.rs b/src/batch/src/executor/row_seq_scan.rs
index 7c7244d954764..b65f4bf8939b4 100644
--- a/src/batch/src/executor/row_seq_scan.rs
+++ b/src/batch/src/executor/row_seq_scan.rs
@@ -21,7 +21,7 @@ use prometheus::Histogram;
 use risingwave_common::array::DataChunk;
 use risingwave_common::bitmap::Bitmap;
 use risingwave_common::catalog::{ColumnId, Schema};
-use risingwave_common::hash::VirtualNode;
+use risingwave_common::hash::VnodeCountCompat;
 use risingwave_common::row::{OwnedRow, Row};
 use risingwave_common::types::{DataType, Datum};
 use risingwave_common::util::chunk_coalesce::DataChunkBuilder;
@@ -39,7 +39,7 @@ use crate::error::{BatchError, Result};
 use crate::executor::{
     BoxedDataChunkStream, BoxedExecutor, BoxedExecutorBuilder, Executor, ExecutorBuilder,
 };
-use crate::monitor::BatchMetricsWithTaskLabels;
+use crate::monitor::BatchMetrics;
 use crate::task::BatchTaskContext;
 
 /// Executor that scans data from row table
@@ -49,7 +49,7 @@ pub struct RowSeqScanExecutor<S: StateStore> {
 
     /// Batch metrics.
     /// None: Local mode don't record mertics.
-    metrics: Option<BatchMetricsWithTaskLabels>,
+    metrics: Option<BatchMetrics>,
 
     table: StorageTable<S>,
     scan_ranges: Vec<ScanRange>,
@@ -165,7 +165,7 @@ impl<S: StateStore> RowSeqScanExecutor<S> {
         chunk_size: usize,
         identity: String,
         limit: Option<u64>,
-        metrics: Option<BatchMetricsWithTaskLabels>,
+        metrics: Option<BatchMetrics>,
         as_of: Option<AsOf>,
     ) -> Self {
         Self {
@@ -210,8 +210,7 @@ impl BoxedExecutorBuilder for RowSeqScanExecutorBuilder {
             Some(vnodes) => Some(Bitmap::from(vnodes).into()),
             // This is possible for dml. vnode_bitmap is not filled by scheduler.
             // Or it's single distribution, e.g., distinct agg. We scan in a single executor.
-            // TODO(var-vnode): use vnode count from table desc
-            None => Some(Bitmap::ones(VirtualNode::COUNT).into()),
+            None => Some(Bitmap::ones(table_desc.vnode_count()).into()),
         };
 
         let scan_ranges = {
@@ -312,12 +311,9 @@ impl<S: StateStore> RowSeqScanExecutor<S> {
             .unwrap_or_else(|| epoch);
 
         // Create collector.
-        let histogram = metrics.as_ref().map(|metrics| {
-            metrics
-                .executor_metrics()
-                .row_seq_scan_next_duration
-                .with_guarded_label_values(&metrics.executor_labels(&identity))
-        });
+        let histogram = metrics
+            .as_ref()
+            .map(|metrics| &metrics.executor_metrics().row_seq_scan_next_duration);
 
         if ordered {
             // Currently we execute range-scans concurrently so the order is not guaranteed if
@@ -342,7 +338,7 @@ impl<S: StateStore> RowSeqScanExecutor<S> {
         for point_get in point_gets {
             let table = table.clone();
             if let Some(row) =
-                Self::execute_point_get(table, point_get, query_epoch, histogram.clone()).await?
+                Self::execute_point_get(table, point_get, query_epoch, histogram).await?
             {
                 if let Some(chunk) = data_chunk_builder.append_one_row(row) {
                     returned += chunk.cardinality() as u64;
@@ -376,7 +372,7 @@ impl<S: StateStore> RowSeqScanExecutor<S> {
                 query_epoch,
                 chunk_size,
                 limit,
-                histogram.clone(),
+                histogram,
             );
             #[for_await]
             for chunk in stream {
diff --git a/src/batch/src/monitor/stats.rs b/src/batch/src/monitor/stats.rs
index 58c8997c0b193..a96e4f1756f66 100644
--- a/src/batch/src/monitor/stats.rs
+++ b/src/batch/src/monitor/stats.rs
@@ -15,110 +15,21 @@
 use std::sync::{Arc, LazyLock};
 
 use prometheus::core::{AtomicU64, GenericCounter};
-use prometheus::{register_int_counter_with_registry, IntGauge, Registry};
-use risingwave_common::metrics::{
-    LabelGuardedGauge, LabelGuardedGaugeVec, LabelGuardedHistogramVec, LabelGuardedIntCounterVec,
-    LabelGuardedIntGauge, LabelGuardedIntGaugeVec, TrAdderGauge,
+use prometheus::{
+    histogram_opts, register_histogram_with_registry, register_int_counter_with_registry,
+    Histogram, IntGauge, Registry,
 };
+use risingwave_common::metrics::TrAdderGauge;
 use risingwave_common::monitor::GLOBAL_METRICS_REGISTRY;
 
-use crate::task::TaskId;
-
-#[derive(Clone)]
-pub struct BatchTaskMetrics {
-    pub task_first_poll_delay: LabelGuardedGaugeVec<3>,
-    pub task_fast_poll_duration: LabelGuardedGaugeVec<3>,
-    pub task_idle_duration: LabelGuardedGaugeVec<3>,
-    pub task_poll_duration: LabelGuardedGaugeVec<3>,
-    pub task_scheduled_duration: LabelGuardedGaugeVec<3>,
-    pub task_slow_poll_duration: LabelGuardedGaugeVec<3>,
-    pub task_mem_usage: LabelGuardedIntGaugeVec<3>,
-}
-
-pub static GLOBAL_BATCH_TASK_METRICS: LazyLock<BatchTaskMetrics> =
-    LazyLock::new(|| BatchTaskMetrics::new(&GLOBAL_METRICS_REGISTRY));
-
-impl BatchTaskMetrics {
-    /// The created [`BatchTaskMetrics`] is already registered to the `registry`.
-    fn new(registry: &Registry) -> Self {
-        let task_labels = ["query_id", "stage_id", "task_id"];
-
-        let task_first_poll_delay = register_guarded_gauge_vec_with_registry!(
-            "batch_task_first_poll_delay",
-            "The total duration (s) elapsed between the instant tasks are instrumented, and the instant they are first polled.",
-            &task_labels,
-         registry).unwrap();
-
-        let task_fast_poll_duration = register_guarded_gauge_vec_with_registry!(
-            "batch_task_fast_poll_duration",
-            "The total duration (s) of fast polls.",
-            &task_labels,
-            registry
-        )
-        .unwrap();
-
-        let task_idle_duration = register_guarded_gauge_vec_with_registry!(
-            "batch_task_idle_duration",
-            "The total duration (s) that tasks idled.",
-            &task_labels,
-            registry
-        )
-        .unwrap();
-
-        let task_poll_duration = register_guarded_gauge_vec_with_registry!(
-            "batch_task_poll_duration",
-            "The total duration (s) elapsed during polls.",
-            &task_labels,
-            registry,
-        )
-        .unwrap();
-
-        let task_scheduled_duration = register_guarded_gauge_vec_with_registry!(
-            "batch_task_scheduled_duration",
-            "The total duration (s) that tasks spent waiting to be polled after awakening.",
-            &task_labels,
-            registry,
-        )
-        .unwrap();
-
-        let task_slow_poll_duration = register_guarded_gauge_vec_with_registry!(
-            "batch_task_slow_poll_duration",
-            "The total duration (s) of slow polls.",
-            &task_labels,
-            registry,
-        )
-        .unwrap();
-
-        let task_mem_usage = register_guarded_int_gauge_vec_with_registry!(
-            "batch_task_mem_usage",
-            "Memory usage of batch tasks in bytes.",
-            &task_labels,
-            registry,
-        )
-        .unwrap();
-
-        Self {
-            task_first_poll_delay,
-            task_fast_poll_duration,
-            task_idle_duration,
-            task_poll_duration,
-            task_scheduled_duration,
-            task_slow_poll_duration,
-            task_mem_usage,
-        }
-    }
-
-    /// Create a new `BatchTaskMetrics` instance used in tests or other places.
-    pub fn for_test() -> Self {
-        GLOBAL_BATCH_TASK_METRICS.clone()
-    }
-}
-
+/// Metrics for batch executor.
+/// Currently, it contains:
+/// - `exchange_recv_row_number`: Total number of row that have been received for exchange.
+/// - `row_seq_scan_next_duration`: Time spent iterating next rows.
 #[derive(Clone)]
 pub struct BatchExecutorMetrics {
-    pub exchange_recv_row_number: LabelGuardedIntCounterVec<4>,
-    pub row_seq_scan_next_duration: LabelGuardedHistogramVec<4>,
-    pub mem_usage: LabelGuardedIntGaugeVec<4>,
+    pub exchange_recv_row_number: GenericCounter<AtomicU64>,
+    pub row_seq_scan_next_duration: Histogram,
 }
 
 pub static GLOBAL_BATCH_EXECUTOR_METRICS: LazyLock<BatchExecutorMetrics> =
@@ -126,138 +37,67 @@ pub static GLOBAL_BATCH_EXECUTOR_METRICS: LazyLock<BatchExecutorMetrics> =
 
 impl BatchExecutorMetrics {
     fn new(register: &Registry) -> Self {
-        let executor_labels = ["query_id", "stage_id", "task_id", "executor_id"];
-
-        let exchange_recv_row_number = register_guarded_int_counter_vec_with_registry!(
+        let exchange_recv_row_number = register_int_counter_with_registry!(
             "batch_exchange_recv_row_number",
             "Total number of row that have been received from upstream source",
-            &executor_labels,
             register,
         )
         .unwrap();
 
-        let row_seq_scan_next_duration = register_guarded_histogram_vec_with_registry!(
+        let opts = histogram_opts!(
             "batch_row_seq_scan_next_duration",
             "Time spent deserializing into a row in cell based table.",
-            &executor_labels,
-            register,
-        )
-        .unwrap();
+        );
 
-        let mem_usage = register_guarded_int_gauge_vec_with_registry!(
-            "batch_executor_mem_usage",
-            "Batch executor memory usage in bytes.",
-            &executor_labels,
-            register,
-        )
-        .unwrap();
+        let row_seq_scan_next_duration = register_histogram_with_registry!(opts, register).unwrap();
 
         Self {
             exchange_recv_row_number,
             row_seq_scan_next_duration,
-            mem_usage,
         }
     }
 
     /// Create a new `BatchTaskMetrics` instance used in tests or other places.
-    pub fn for_test() -> Self {
-        GLOBAL_BATCH_EXECUTOR_METRICS.clone()
+    #[cfg(test)]
+    pub fn for_test() -> Arc<Self> {
+        Arc::new(GLOBAL_BATCH_EXECUTOR_METRICS.clone())
     }
 }
 
-pub type BatchMetricsWithTaskLabels = Arc<BatchMetricsWithTaskLabelsInner>;
+pub type BatchMetrics = Arc<BatchMetricsInner>;
 
-/// A wrapper of `BatchTaskMetrics` and `BatchExecutorMetrics` that contains the labels derived from
-/// a `TaskId` so that we don't have to pass `task_id` around and repeatedly generate the same
-/// labels.
-pub struct BatchMetricsWithTaskLabelsInner {
+/// A wrapper of `BatchManagerMetrics` and `BatchExecutorMetrics` that contains all metrics for batch.
+pub struct BatchMetricsInner {
     batch_manager_metrics: Arc<BatchManagerMetrics>,
     executor_metrics: Arc<BatchExecutorMetrics>,
-    task_id: TaskId,
-    task_labels: [String; 3],
-
-    // From BatchTaskMetrics
-    pub task_first_poll_delay: LabelGuardedGauge<3>,
-    pub task_fast_poll_duration: LabelGuardedGauge<3>,
-    pub task_idle_duration: LabelGuardedGauge<3>,
-    pub task_poll_duration: LabelGuardedGauge<3>,
-    pub task_scheduled_duration: LabelGuardedGauge<3>,
-    pub task_slow_poll_duration: LabelGuardedGauge<3>,
-    pub task_mem_usage: LabelGuardedIntGauge<3>,
 }
 
-impl BatchMetricsWithTaskLabelsInner {
+impl BatchMetricsInner {
     pub fn new(
         batch_manager_metrics: Arc<BatchManagerMetrics>,
-        task_metrics: Arc<BatchTaskMetrics>,
         executor_metrics: Arc<BatchExecutorMetrics>,
-        id: TaskId,
     ) -> Self {
-        let task_labels = [
-            id.query_id.clone(),
-            id.stage_id.to_string(),
-            id.task_id.to_string(),
-        ];
-        let labels: &[&str; 3] = &task_labels.each_ref().map(|s| s.as_str());
-        let task_first_poll_delay = task_metrics
-            .task_first_poll_delay
-            .with_guarded_label_values(labels);
-        let task_fast_poll_duration = task_metrics
-            .task_fast_poll_duration
-            .with_guarded_label_values(labels);
-        let task_idle_duration = task_metrics
-            .task_idle_duration
-            .with_guarded_label_values(labels);
-        let task_poll_duration = task_metrics
-            .task_poll_duration
-            .with_guarded_label_values(labels);
-        let task_scheduled_duration = task_metrics
-            .task_scheduled_duration
-            .with_guarded_label_values(labels);
-        let task_slow_poll_duration = task_metrics
-            .task_slow_poll_duration
-            .with_guarded_label_values(labels);
-        let task_mem_usage = task_metrics
-            .task_mem_usage
-            .with_guarded_label_values(labels);
         Self {
             batch_manager_metrics,
             executor_metrics,
-            task_id: id.clone(),
-            task_labels,
-            task_first_poll_delay,
-            task_fast_poll_duration,
-            task_idle_duration,
-            task_poll_duration,
-            task_scheduled_duration,
-            task_slow_poll_duration,
-            task_mem_usage,
         }
     }
 
-    pub fn task_id(&self) -> TaskId {
-        self.task_id.clone()
-    }
-
     pub fn executor_metrics(&self) -> &BatchExecutorMetrics {
         &self.executor_metrics
     }
 
-    pub fn executor_labels<'a>(
-        &'a self,
-        executor_id: &'a (impl AsRef<str> + ?Sized),
-    ) -> [&'a str; 4] {
-        [
-            self.task_labels[0].as_str(),
-            self.task_labels[1].as_str(),
-            self.task_labels[2].as_str(),
-            executor_id.as_ref(),
-        ]
-    }
-
     pub fn batch_manager_metrics(&self) -> &BatchManagerMetrics {
         &self.batch_manager_metrics
     }
+
+    #[cfg(test)]
+    pub fn for_test() -> BatchMetrics {
+        Arc::new(Self {
+            batch_manager_metrics: BatchManagerMetrics::for_test(),
+            executor_metrics: BatchExecutorMetrics::for_test(),
+        })
+    }
 }
 
 #[derive(Clone)]
@@ -298,7 +138,6 @@ impl BatchManagerMetrics {
         }
     }
 
-    #[cfg(test)]
     pub fn for_test() -> Arc<Self> {
         Arc::new(GLOBAL_BATCH_MANAGER_METRICS.clone())
     }
diff --git a/src/batch/src/rpc/service/task_service.rs b/src/batch/src/rpc/service/task_service.rs
index 11ae64e7b3918..e61585f2751e8 100644
--- a/src/batch/src/rpc/service/task_service.rs
+++ b/src/batch/src/rpc/service/task_service.rs
@@ -27,7 +27,7 @@ use tonic::{Request, Response, Status};
 
 use crate::rpc::service::exchange::GrpcExchangeWriter;
 use crate::task::{
-    BatchEnvironment, BatchManager, BatchTaskExecution, ComputeNodeContext, StateReporter, TaskId,
+    BatchEnvironment, BatchManager, BatchTaskExecution, ComputeNodeContext, StateReporter,
     TASK_STATUS_BUFFER_SIZE,
 };
 
@@ -74,10 +74,7 @@ impl TaskService for BatchServiceImpl {
                 task_id.as_ref().expect("no task id found"),
                 plan.expect("no plan found").clone(),
                 epoch.expect("no epoch found"),
-                ComputeNodeContext::new(
-                    self.env.clone(),
-                    TaskId::from(task_id.as_ref().expect("no task id found")),
-                ),
+                ComputeNodeContext::new(self.env.clone()),
                 state_reporter,
                 TracingContext::from_protobuf(&tracing_context),
                 expr_context.expect("no expression context found"),
@@ -143,7 +140,7 @@ impl BatchServiceImpl {
         let tracing_context = TracingContext::from_protobuf(&tracing_context);
         let expr_context = expr_context.expect("no expression context found");
 
-        let context = ComputeNodeContext::new_for_local(env.clone());
+        let context = ComputeNodeContext::new(env.clone());
         trace!(
             "local execute request: plan:{:?} with task id:{:?}",
             plan,
diff --git a/src/batch/src/spill/spill_op.rs b/src/batch/src/spill/spill_op.rs
index b3e842a269ec7..6b3f8a7394040 100644
--- a/src/batch/src/spill/spill_op.rs
+++ b/src/batch/src/spill/spill_op.rs
@@ -61,15 +61,13 @@ impl SpillOp {
 
         let op = match spill_backend {
             SpillBackend::Disk => {
-                let mut builder = Fs::default();
-                builder.root(&root);
+                let builder = Fs::default().root(&root);
                 Operator::new(builder)?
                     .layer(RetryLayer::default())
                     .finish()
             }
             SpillBackend::Memory => {
-                let mut builder = Memory::default();
-                builder.root(&root);
+                let builder = Memory::default().root(&root);
                 Operator::new(builder)?
                     .layer(RetryLayer::default())
                     .finish()
@@ -86,8 +84,7 @@ impl SpillOp {
             std::env::var(RW_BATCH_SPILL_DIR_ENV).unwrap_or_else(|_| DEFAULT_SPILL_DIR.to_string());
         let root = format!("/{}/{}/", spill_dir, RW_MANAGED_SPILL_DIR);
 
-        let mut builder = Fs::default();
-        builder.root(&root);
+        let builder = Fs::default().root(&root);
 
         let op: Operator = Operator::new(builder)?
             .layer(RetryLayer::default())
diff --git a/src/batch/src/task/context.rs b/src/batch/src/task/context.rs
index 9fd998875d00e..9fd82e8bbd2eb 100644
--- a/src/batch/src/task/context.rs
+++ b/src/batch/src/task/context.rs
@@ -15,7 +15,7 @@ use std::sync::Arc;
 
 use prometheus::core::Atomic;
 use risingwave_common::catalog::SysCatalogReaderRef;
-use risingwave_common::config::{BatchConfig, MetricLevel};
+use risingwave_common::config::BatchConfig;
 use risingwave_common::memory::MemoryContext;
 use risingwave_common::metrics::TrAdderAtomic;
 use risingwave_common::util::addr::{is_local_address, HostAddr};
@@ -24,11 +24,8 @@ use risingwave_dml::dml_manager::DmlManagerRef;
 use risingwave_rpc_client::ComputeClientPoolRef;
 use risingwave_storage::StateStoreImpl;
 
-use super::TaskId;
 use crate::error::Result;
-use crate::monitor::{
-    BatchMetricsWithTaskLabels, BatchMetricsWithTaskLabelsInner, BatchSpillMetrics,
-};
+use crate::monitor::{BatchMetrics, BatchMetricsInner, BatchSpillMetrics};
 use crate::task::{BatchEnvironment, TaskOutput, TaskOutputId};
 use crate::worker_manager::worker_node_manager::WorkerNodeManagerRef;
 
@@ -53,7 +50,7 @@ pub trait BatchTaskContext: Clone + Send + Sync + 'static {
 
     /// Get batch metrics.
     /// None indicates that not collect task metrics.
-    fn batch_metrics(&self) -> Option<BatchMetricsWithTaskLabels>;
+    fn batch_metrics(&self) -> Option<BatchMetrics>;
 
     fn spill_metrics(&self) -> Arc<BatchSpillMetrics>;
 
@@ -75,8 +72,8 @@ pub trait BatchTaskContext: Clone + Send + Sync + 'static {
 #[derive(Clone)]
 pub struct ComputeNodeContext {
     env: BatchEnvironment,
-    // None: Local mode don't record metrics.
-    batch_metrics: Option<BatchMetricsWithTaskLabels>,
+
+    batch_metrics: BatchMetrics,
 
     mem_context: MemoryContext,
 }
@@ -104,8 +101,8 @@ impl BatchTaskContext for ComputeNodeContext {
         self.env.state_store()
     }
 
-    fn batch_metrics(&self) -> Option<BatchMetricsWithTaskLabels> {
-        self.batch_metrics.clone()
+    fn batch_metrics(&self) -> Option<BatchMetrics> {
+        Some(self.batch_metrics.clone())
     }
 
     fn spill_metrics(&self) -> Arc<BatchSpillMetrics> {
@@ -124,17 +121,9 @@ impl BatchTaskContext for ComputeNodeContext {
         self.env.source_metrics()
     }
 
-    fn create_executor_mem_context(&self, executor_id: &str) -> MemoryContext {
-        if let Some(metrics) = &self.batch_metrics {
-            let executor_mem_usage = metrics
-                .executor_metrics()
-                .mem_usage
-                .with_guarded_label_values(&metrics.executor_labels(executor_id));
-            MemoryContext::new(Some(self.mem_context.clone()), executor_mem_usage)
-        } else {
-            let counter = TrAdderAtomic::new(0);
-            MemoryContext::new(Some(self.mem_context.clone()), counter)
-        }
+    fn create_executor_mem_context(&self, _executor_id: &str) -> MemoryContext {
+        let counter = TrAdderAtomic::new(0);
+        MemoryContext::new(Some(self.mem_context.clone()), counter)
     }
 
     fn worker_node_manager(&self) -> Option<WorkerNodeManagerRef> {
@@ -147,45 +136,21 @@ impl ComputeNodeContext {
     pub fn for_test() -> Self {
         Self {
             env: BatchEnvironment::for_test(),
-            batch_metrics: None,
+            batch_metrics: BatchMetricsInner::for_test(),
             mem_context: MemoryContext::none(),
         }
     }
 
-    pub fn new(env: BatchEnvironment, task_id: TaskId) -> Self {
-        if env.metric_level() >= MetricLevel::Debug {
-            let batch_mem_context = env.task_manager().memory_context_ref();
-            let batch_metrics = Arc::new(BatchMetricsWithTaskLabelsInner::new(
-                env.task_manager().metrics(),
-                env.task_metrics(),
-                env.executor_metrics(),
-                task_id,
-            ));
-            let mem_context = MemoryContext::new(
-                Some(batch_mem_context),
-                batch_metrics.task_mem_usage.clone(),
-            );
-            Self {
-                env,
-                batch_metrics: Some(batch_metrics),
-                mem_context,
-            }
-        } else {
-            let batch_mem_context = env.task_manager().memory_context_ref();
-            Self {
-                env,
-                batch_metrics: None,
-                mem_context: batch_mem_context,
-            }
-        }
-    }
-
-    pub fn new_for_local(env: BatchEnvironment) -> Self {
-        let batch_mem_context = env.task_manager().memory_context_ref();
+    pub fn new(env: BatchEnvironment) -> Self {
+        let mem_context = env.task_manager().memory_context_ref();
+        let batch_metrics = Arc::new(BatchMetricsInner::new(
+            env.task_manager().metrics(),
+            env.executor_metrics(),
+        ));
         Self {
             env,
-            batch_metrics: None,
-            mem_context: batch_mem_context,
+            batch_metrics,
+            mem_context,
         }
     }
 }
diff --git a/src/batch/src/task/env.rs b/src/batch/src/task/env.rs
index 2f50471a91f80..85cbd75360ca8 100644
--- a/src/batch/src/task/env.rs
+++ b/src/batch/src/task/env.rs
@@ -22,9 +22,7 @@ use risingwave_dml::dml_manager::DmlManagerRef;
 use risingwave_rpc_client::ComputeClientPoolRef;
 use risingwave_storage::StateStoreImpl;
 
-use crate::monitor::{
-    BatchExecutorMetrics, BatchManagerMetrics, BatchSpillMetrics, BatchTaskMetrics,
-};
+use crate::monitor::{BatchExecutorMetrics, BatchManagerMetrics, BatchSpillMetrics};
 use crate::task::BatchManager;
 
 /// The global environment for task execution.
@@ -46,9 +44,6 @@ pub struct BatchEnvironment {
     /// State store for table scanning.
     state_store: StateStoreImpl,
 
-    /// Task level metrics.
-    task_metrics: Arc<BatchTaskMetrics>,
-
     /// Executor level metrics.
     executor_metrics: Arc<BatchExecutorMetrics>,
 
@@ -75,7 +70,6 @@ impl BatchEnvironment {
         config: Arc<BatchConfig>,
         worker_id: WorkerNodeId,
         state_store: StateStoreImpl,
-        task_metrics: Arc<BatchTaskMetrics>,
         executor_metrics: Arc<BatchExecutorMetrics>,
         client_pool: ComputeClientPoolRef,
         dml_manager: DmlManagerRef,
@@ -89,7 +83,6 @@ impl BatchEnvironment {
             config,
             worker_id,
             state_store,
-            task_metrics,
             executor_metrics,
             client_pool,
             dml_manager,
@@ -118,11 +111,10 @@ impl BatchEnvironment {
             state_store: StateStoreImpl::shared_in_memory_store(Arc::new(
                 MonitoredStorageMetrics::unused(),
             )),
-            task_metrics: Arc::new(BatchTaskMetrics::for_test()),
             client_pool: Arc::new(ComputeClientPool::for_test()),
             dml_manager: Arc::new(DmlManager::for_test()),
             source_metrics: Arc::new(SourceMetrics::default()),
-            executor_metrics: Arc::new(BatchExecutorMetrics::for_test()),
+            executor_metrics: BatchExecutorMetrics::for_test(),
             spill_metrics: BatchSpillMetrics::for_test(),
             metric_level: MetricLevel::Debug,
         }
@@ -152,10 +144,6 @@ impl BatchEnvironment {
         self.task_manager.metrics()
     }
 
-    pub fn task_metrics(&self) -> Arc<BatchTaskMetrics> {
-        self.task_metrics.clone()
-    }
-
     pub fn executor_metrics(&self) -> Arc<BatchExecutorMetrics> {
         self.executor_metrics.clone()
     }
diff --git a/src/batch/src/task/task_execution.rs b/src/batch/src/task/task_execution.rs
index 7186ced55febd..da9f38e030c61 100644
--- a/src/batch/src/task/task_execution.rs
+++ b/src/batch/src/task/task_execution.rs
@@ -33,7 +33,6 @@ use risingwave_pb::PbFieldNotFound;
 use thiserror_ext::AsReport;
 use tokio::select;
 use tokio::task::JoinHandle;
-use tokio_metrics::TaskMonitor;
 use tracing::Instrument;
 
 use crate::error::BatchError::SenderError;
@@ -433,7 +432,6 @@ impl<C: BatchTaskContext> BatchTaskExecution<C> {
             trace!("Executing plan [{:?}]", task_id);
             let sender = sender;
             let mut state_tx_1 = state_tx.clone();
-            let batch_metrics = t_1.context.batch_metrics();
 
             let task = |task_id: TaskId| async move {
                 let span = tracing_context.attach(tracing::info_span!(
@@ -452,34 +450,7 @@ impl<C: BatchTaskContext> BatchTaskExecution<C> {
                 .await;
             };
 
-            if let Some(batch_metrics) = batch_metrics {
-                let monitor = TaskMonitor::new();
-                let instrumented_task =
-                    AssertUnwindSafe(TaskMonitor::instrument(&monitor, task(task_id.clone())));
-                if let Err(error) = instrumented_task.rw_catch_unwind().await {
-                    error!("Batch task {:?} panic: {:?}", task_id, error);
-                    notify_panic(&this, state_tx.as_mut()).await;
-                }
-                let cumulative = monitor.cumulative();
-                batch_metrics
-                    .task_first_poll_delay
-                    .set(cumulative.total_first_poll_delay.as_secs_f64());
-                batch_metrics
-                    .task_fast_poll_duration
-                    .set(cumulative.total_fast_poll_duration.as_secs_f64());
-                batch_metrics
-                    .task_idle_duration
-                    .set(cumulative.total_idle_duration.as_secs_f64());
-                batch_metrics
-                    .task_poll_duration
-                    .set(cumulative.total_poll_duration.as_secs_f64());
-                batch_metrics
-                    .task_scheduled_duration
-                    .set(cumulative.total_scheduled_duration.as_secs_f64());
-                batch_metrics
-                    .task_slow_poll_duration
-                    .set(cumulative.total_slow_poll_duration.as_secs_f64());
-            } else if let Err(error) = AssertUnwindSafe(task(task_id.clone()))
+            if let Err(error) = AssertUnwindSafe(task(task_id.clone()))
                 .rw_catch_unwind()
                 .await
             {
diff --git a/src/common/metrics/Cargo.toml b/src/common/metrics/Cargo.toml
index 444f69c3fca9a..d127b02045622 100644
--- a/src/common/metrics/Cargo.toml
+++ b/src/common/metrics/Cargo.toml
@@ -17,6 +17,7 @@ normal = ["workspace-hack"]
 [dependencies]
 auto_impl = "1"
 bytes = "1"
+cfg-or-panic = "0.2"
 clap = { workspace = true }
 easy-ext = "1"
 futures = { version = "0.3", default-features = false, features = ["alloc"] }
diff --git a/src/common/metrics/src/monitor/connection.rs b/src/common/metrics/src/monitor/connection.rs
index aa7c8c8d4baa3..54fa399c3806e 100644
--- a/src/common/metrics/src/monitor/connection.rs
+++ b/src/common/metrics/src/monitor/connection.rs
@@ -22,6 +22,7 @@ use std::sync::LazyLock;
 use std::task::{Context, Poll};
 use std::time::Duration;
 
+use cfg_or_panic::cfg_or_panic;
 use futures::FutureExt;
 use http::Uri;
 use hyper_util::client::legacy::connect::dns::{GaiAddrs, GaiFuture, GaiResolver, Name};
@@ -482,6 +483,16 @@ pub struct TcpConfig {
     pub keepalive_duration: Option<Duration>,
 }
 
+#[allow(clippy::derivable_impls)]
+impl Default for TcpConfig {
+    fn default() -> Self {
+        Self {
+            tcp_nodelay: false,
+            keepalive_duration: None,
+        }
+    }
+}
+
 pub fn monitor_connector<C>(
     connector: C,
     connection_type: impl Into<String>,
@@ -581,23 +592,40 @@ impl Service<Name> for MonitoredGaiResolver {
     }
 }
 
+#[cfg_or_panic(not(madsim))]
+fn monitored_http_connector(
+    connection_type: impl Into<String>,
+    config: TcpConfig,
+) -> MonitoredConnection<HttpConnector<MonitoredGaiResolver>, MonitorNewConnectionImpl> {
+    let resolver = MonitoredGaiResolver::default();
+    let mut http = HttpConnector::new_with_resolver(resolver);
+
+    http.enforce_http(false);
+    http.set_nodelay(config.tcp_nodelay);
+    http.set_keepalive(config.keepalive_duration);
+
+    monitor_connector(http, connection_type)
+}
+
+/// Attach general configurations to the endpoint.
+#[cfg_or_panic(not(madsim))]
+fn configure_endpoint(endpoint: Endpoint) -> Endpoint {
+    // This is to mitigate https://github.com/risingwavelabs/risingwave/issues/18039.
+    // TODO: remove this after https://github.com/hyperium/hyper/issues/3724 gets resolved.
+    endpoint.http2_max_header_list_size(16 * 1024 * 1024)
+}
+
 #[easy_ext::ext(EndpointExt)]
 impl Endpoint {
     pub async fn monitored_connect(
-        self,
+        mut self,
         connection_type: impl Into<String>,
         config: TcpConfig,
     ) -> Result<Channel, tonic::transport::Error> {
         #[cfg(not(madsim))]
         {
-            let resolver = MonitoredGaiResolver::default();
-            let mut http = HttpConnector::new_with_resolver(resolver);
-
-            http.enforce_http(false);
-            http.set_nodelay(config.tcp_nodelay);
-            http.set_keepalive(config.keepalive_duration);
-
-            let connector = monitor_connector(http, connection_type);
+            self = configure_endpoint(self);
+            let connector = monitored_http_connector(connection_type, config);
             self.connect_with_connector(connector).await
         }
         #[cfg(madsim)]
@@ -608,16 +636,12 @@ impl Endpoint {
 
     #[cfg(not(madsim))]
     pub fn monitored_connect_lazy(
-        self,
+        mut self,
         connection_type: impl Into<String>,
         config: TcpConfig,
     ) -> Channel {
-        let mut http = HttpConnector::new();
-        http.enforce_http(false);
-        http.set_nodelay(config.tcp_nodelay);
-        http.set_keepalive(config.keepalive_duration);
-
-        let connector = monitor_connector(http, connection_type);
+        self = configure_endpoint(self);
+        let connector = monitored_http_connector(connection_type, config);
         self.connect_with_connector_lazy(connector)
     }
 }
diff --git a/src/common/src/catalog/column.rs b/src/common/src/catalog/column.rs
index f1d1123fbfd4e..119fbd8a7b04f 100644
--- a/src/common/src/catalog/column.rs
+++ b/src/common/src/catalog/column.rs
@@ -15,6 +15,8 @@
 use std::borrow::Cow;
 
 use itertools::Itertools;
+use risingwave_common::types::Datum;
+use risingwave_pb::expr::expr_node::{RexNode, Type as ExprType};
 use risingwave_pb::expr::ExprNode;
 use risingwave_pb::plan_common::column_desc::GeneratedOrDefaultColumn;
 use risingwave_pb::plan_common::{
@@ -24,6 +26,7 @@ use risingwave_pb::plan_common::{
 use super::{row_id_column_desc, USER_COLUMN_ID_OFFSET};
 use crate::catalog::{cdc_table_name_column_desc, offset_column_desc, Field, ROW_ID_COLUMN_ID};
 use crate::types::DataType;
+use crate::util::value_encoding::DatumToProtoExt;
 
 /// Column ID is the unique identifier of a column in a table. Different from table ID, column ID is
 /// not globally unique.
@@ -144,10 +147,19 @@ impl ColumnDesc {
         name: impl Into<String>,
         column_id: ColumnId,
         data_type: DataType,
-        default_val: DefaultColumnDesc,
+        snapshot_value: Datum,
     ) -> ColumnDesc {
+        let default_col = DefaultColumnDesc {
+            expr: Some(ExprNode {
+                // equivalent to `Literal::to_expr_proto`
+                function_type: ExprType::Unspecified as i32,
+                return_type: Some(data_type.to_protobuf()),
+                rex_node: Some(RexNode::Constant(snapshot_value.to_protobuf())),
+            }),
+            snapshot_value: Some(snapshot_value.to_protobuf()),
+        };
         ColumnDesc {
-            generated_or_default_column: Some(GeneratedOrDefaultColumn::DefaultColumn(default_val)),
+            generated_or_default_column: Some(GeneratedOrDefaultColumn::DefaultColumn(default_col)),
             ..Self::named(name, column_id, data_type)
         }
     }
diff --git a/src/common/src/catalog/physical_table.rs b/src/common/src/catalog/physical_table.rs
index 5ed66b98de5c6..df1b30fd41eeb 100644
--- a/src/common/src/catalog/physical_table.rs
+++ b/src/common/src/catalog/physical_table.rs
@@ -21,6 +21,7 @@ use risingwave_pb::plan_common::StorageTableDesc;
 
 use super::{ColumnDesc, ColumnId, TableId};
 use crate::catalog::get_dist_key_in_pk_indices;
+use crate::hash::VnodeCountCompat;
 use crate::util::sort_util::ColumnOrder;
 
 /// Includes necessary information for compute node to access data of the table.
@@ -57,6 +58,9 @@ pub struct TableDesc {
     /// the column indices which could receive watermarks.
     pub watermark_columns: FixedBitSet,
 
+    /// Total vnode count of the table.
+    pub vnode_count: usize,
+
     /// Whether the table is versioned. If `true`, column-aware row encoding will be used
     /// to be compatible with schema changes.
     ///
@@ -113,6 +117,7 @@ impl TableDesc {
             versioned: self.versioned,
             stream_key: self.stream_key.iter().map(|&x| x as u32).collect(),
             vnode_col_idx_in_pk,
+            maybe_vnode_count: Some(self.vnode_count as u32),
         })
     }
 
@@ -126,6 +131,8 @@ impl TableDesc {
     }
 
     pub fn from_pb_table(table: &Table) -> Self {
+        let vnode_count = table.vnode_count();
+
         Self {
             table_id: TableId::new(table.id),
             pk: table.pk.iter().map(ColumnOrder::from_protobuf).collect(),
@@ -143,6 +150,7 @@ impl TableDesc {
             read_prefix_len_hint: table.read_prefix_len_hint as _,
             watermark_columns: table.watermark_indices.iter().map(|i| *i as _).collect(),
             versioned: table.version.is_some(),
+            vnode_count,
         }
     }
 }
diff --git a/src/common/src/hash/consistent_hash/compat.rs b/src/common/src/hash/consistent_hash/compat.rs
new file mode 100644
index 0000000000000..58ff07a1514f9
--- /dev/null
+++ b/src/common/src/hash/consistent_hash/compat.rs
@@ -0,0 +1,52 @@
+// Copyright 2024 RisingWave Labs
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+use super::vnode::VirtualNode;
+
+/// A trait for accessing the vnode count field with backward compatibility.
+pub trait VnodeCountCompat {
+    /// Returns the vnode count, or [`VirtualNode::COUNT`] if the vnode count is not set,
+    /// typically for backward compatibility.
+    ///
+    /// See the documentation on the field of the implementing type for more details.
+    fn vnode_count(&self) -> usize;
+}
+
+/// Implement the trait for given types by delegating to the `maybe_vnode_count` field.
+///
+/// The reason why there's a `maybe_` prefix is that, a getter method with the same name
+/// as the field will be generated for `prost` structs. Directly naming it `vnode_count`
+/// will lead to the method `vnode_count()` returning `0` when the field is unset, which
+/// can be misleading sometimes.
+///
+/// Instead, we name the field as `maybe_vnode_count` and provide the method `vnode_count`
+/// through this trait, ensuring that backward compatibility is handled properly.
+macro_rules! impl_maybe_vnode_count_compat {
+    ($($ty:ty),* $(,)?) => {
+        $(
+            impl VnodeCountCompat for $ty {
+                fn vnode_count(&self) -> usize {
+                    self.maybe_vnode_count
+                        .map_or(VirtualNode::COUNT, |v| v as _)
+                }
+            }
+        )*
+    };
+}
+
+impl_maybe_vnode_count_compat!(
+    risingwave_pb::plan_common::StorageTableDesc,
+    risingwave_pb::catalog::Table,
+    risingwave_pb::meta::table_fragments::Fragment,
+);
diff --git a/src/common/src/hash/consistent_hash/mapping.rs b/src/common/src/hash/consistent_hash/mapping.rs
index 0ab8f9e18fd2e..80d5a56941cf6 100644
--- a/src/common/src/hash/consistent_hash/mapping.rs
+++ b/src/common/src/hash/consistent_hash/mapping.rs
@@ -139,10 +139,10 @@ impl<T: VnodeMappingItem> VnodeMapping<T> {
         }
     }
 
-    /// Create a vnode mapping where all vnodes are mapped to the same single item.
+    /// Create a vnode mapping with the single item. Should only be used for singletons.
+    // TODO(var-vnode): make vnode count 1, also `Distribution::vnode_count`
     pub fn new_single(item: T::Item) -> Self {
-        // TODO(var-vnode): always 1 correct?
-        Self::new_uniform(std::iter::once(item), 1)
+        Self::new_uniform(std::iter::once(item), VirtualNode::COUNT)
     }
 
     /// The length (or count) of the vnode in this mapping.
diff --git a/src/common/src/hash/consistent_hash/mod.rs b/src/common/src/hash/consistent_hash/mod.rs
index c6bf218c0bde1..98a970af5947d 100644
--- a/src/common/src/hash/consistent_hash/mod.rs
+++ b/src/common/src/hash/consistent_hash/mod.rs
@@ -13,5 +13,6 @@
 // limitations under the License.
 
 pub mod bitmap;
+pub mod compat;
 pub mod mapping;
 pub mod vnode;
diff --git a/src/common/src/hash/consistent_hash/vnode.rs b/src/common/src/hash/consistent_hash/vnode.rs
index f719515682625..388083b81bffd 100644
--- a/src/common/src/hash/consistent_hash/vnode.rs
+++ b/src/common/src/hash/consistent_hash/vnode.rs
@@ -20,7 +20,7 @@ use crate::hash::Crc32HashCode;
 use crate::row::{Row, RowExt};
 use crate::types::{DataType, Datum, DatumRef, ScalarImpl, ScalarRefImpl};
 use crate::util::hash_util::Crc32FastBuilder;
-use crate::util::row_id::extract_vnode_id_from_row_id;
+use crate::util::row_id::compute_vnode_from_row_id;
 
 /// `VirtualNode` (a.k.a. Vnode) is a minimal partition that a set of keys belong to. It is used for
 /// consistent hashing.
@@ -158,7 +158,7 @@ impl VirtualNode {
                 .enumerate()
                 .map(|(idx, serial)| {
                     if let Some(serial) = serial {
-                        extract_vnode_id_from_row_id(serial.as_row_id())
+                        compute_vnode_from_row_id(serial.as_row_id(), vnode_count)
                     } else {
                         // NOTE: here it will hash the entire row when the `_row_id` is missing,
                         // which could result in rows from the same chunk being allocated to different chunks.
@@ -188,7 +188,7 @@ impl VirtualNode {
     pub fn compute_row(row: impl Row, indices: &[usize], vnode_count: usize) -> VirtualNode {
         let project = row.project(indices);
         if let Ok(Some(ScalarRefImpl::Serial(s))) = project.iter().exactly_one().as_ref() {
-            return extract_vnode_id_from_row_id(s.as_row_id());
+            return compute_vnode_from_row_id(s.as_row_id(), vnode_count);
         }
 
         project.hash(Crc32FastBuilder).to_vnode(vnode_count)
@@ -209,7 +209,8 @@ mod tests {
 
     #[test]
     fn test_serial_key_chunk() {
-        let mut gen = RowIdGenerator::new([VirtualNode::from_index(100)]);
+        let mut gen =
+            RowIdGenerator::new([VirtualNode::from_index(100)], VirtualNode::COUNT_FOR_TEST);
         let chunk = format!(
             "SRL I
              {} 1
@@ -229,7 +230,8 @@ mod tests {
 
     #[test]
     fn test_serial_key_row() {
-        let mut gen = RowIdGenerator::new([VirtualNode::from_index(100)]);
+        let mut gen =
+            RowIdGenerator::new([VirtualNode::from_index(100)], VirtualNode::COUNT_FOR_TEST);
         let row = OwnedRow::new(vec![
             Some(ScalarImpl::Serial(gen.next().into())),
             Some(ScalarImpl::Int64(12345)),
@@ -242,7 +244,10 @@ mod tests {
 
     #[test]
     fn test_serial_key_chunk_multiple_vnodes() {
-        let mut gen = RowIdGenerator::new([100, 200].map(VirtualNode::from_index));
+        let mut gen = RowIdGenerator::new(
+            [100, 200].map(VirtualNode::from_index),
+            VirtualNode::COUNT_FOR_TEST,
+        );
         let chunk = format!(
             "SRL I
              {} 1
diff --git a/src/common/src/hash/mod.rs b/src/common/src/hash/mod.rs
index 8f2c89cec654d..e54376bed2d50 100644
--- a/src/common/src/hash/mod.rs
+++ b/src/common/src/hash/mod.rs
@@ -19,6 +19,7 @@ mod key_v2;
 pub mod table_distribution;
 
 pub use consistent_hash::bitmap::*;
+pub use consistent_hash::compat::*;
 pub use consistent_hash::mapping::*;
 pub use consistent_hash::vnode::*;
 pub use dispatcher::{calc_hash_key_kind, HashKeyDispatcher};
diff --git a/src/common/src/util/row_id.rs b/src/common/src/util/row_id.rs
index 7f22c17e925e4..cc152e6433136 100644
--- a/src/common/src/util/row_id.rs
+++ b/src/common/src/util/row_id.rs
@@ -15,23 +15,23 @@
 use std::cmp::Ordering;
 use std::time::SystemTime;
 
-use static_assertions::const_assert;
-
 use super::epoch::UNIX_RISINGWAVE_DATE_EPOCH;
 use crate::hash::VirtualNode;
 
-const TIMESTAMP_SHIFT_BITS: u8 = 22;
-const VNODE_ID_SHIFT_BITS: u8 = 12;
-const SEQUENCE_UPPER_BOUND: u16 = 1 << 12;
-const VNODE_ID_UPPER_BOUND: u32 = 1 << 10;
+/// The number of bits occupied by the vnode part and the sequence part of a row id.
+const TIMESTAMP_SHIFT_BITS: u32 = 22;
 
-const_assert!(VNODE_ID_UPPER_BOUND >= VirtualNode::COUNT as u32);
+/// The number of bits occupied by the vnode part of a row id in the previous version.
+const COMPAT_VNODE_BITS: u32 = 10;
 
 /// `RowIdGenerator` generates unique row ids using snowflake algorithm as following format:
 ///
-/// | timestamp | vnode id | sequence |
-/// |-----------|----------|----------|
-/// |  41 bits  | 10 bits  | 12 bits  |
+/// | timestamp | vnode & sequence |
+/// |-----------|------------------|
+/// |  41 bits  |     22 bits      |
+///
+/// The vnode part can occupy 10..=15 bits, which is determined by the vnode count. Thus,
+/// the sequence part will occupy 7..=12 bits. See [`bit_for_vnode`] for more details.
 #[derive(Debug)]
 pub struct RowIdGenerator {
     /// Specific base timestamp using for generating row ids.
@@ -40,8 +40,11 @@ pub struct RowIdGenerator {
     /// Last timestamp part of row id, based on `base`.
     last_timestamp_ms: i64,
 
+    /// The number of bits used for vnode.
+    vnode_bit: u32,
+
     /// Virtual nodes used by this generator.
-    pub vnodes: Vec<VirtualNode>,
+    vnodes: Vec<VirtualNode>,
 
     /// Current index of `vnodes`.
     vnodes_index: u16,
@@ -52,27 +55,72 @@ pub struct RowIdGenerator {
 
 pub type RowId = i64;
 
-// TODO(var-vnode): how should we handle this for different virtual node counts?
+/// The number of bits occupied by the vnode part of a row id.
+///
+/// In previous versions, this was fixed to 10 bits even if the vnode count was fixed to 256.
+/// For backward compatibility, we still use 10 bits for vnode count less than or equal to 1024.
+/// For larger vnode counts, we use the smallest power of 2 that fits the vnode count.
+fn bit_for_vnode(vnode_count: usize) -> u32 {
+    debug_assert!(
+        vnode_count <= VirtualNode::MAX_COUNT,
+        "invalid vnode count {vnode_count}"
+    );
+
+    if vnode_count <= 1 << COMPAT_VNODE_BITS {
+        COMPAT_VNODE_BITS
+    } else {
+        vnode_count.next_power_of_two().ilog2()
+    }
+}
+
+/// Compute vnode from the given row id.
+///
+/// # `vnode_count`
+///
+/// The given `vnode_count` determines the valid range of the returned vnode. It does not have to
+/// be the same as the vnode count used when the row id was generated with [`RowIdGenerator`].
+///
+/// However, only if they are the same, the vnode retrieved here is guaranteed to be the same as
+/// when it was generated. Otherwise, the vnode can be different and skewed, but the row ids
+/// generated under the same vnode will still yield the same result.
+///
+/// This is okay because we rely on the reversibility only if the serial type (row id) is generated
+/// and persisted in the same fragment, where the vnode count is the same. In other cases, the
+/// serial type is more like a normal integer type, and the algorithm to hash or compute vnode from
+/// it does not matter.
 #[inline]
-pub fn extract_vnode_id_from_row_id(id: RowId) -> VirtualNode {
-    let vnode_id = ((id >> VNODE_ID_SHIFT_BITS) & (VNODE_ID_UPPER_BOUND as i64 - 1)) as u32;
-    assert!(vnode_id < VNODE_ID_UPPER_BOUND);
-    VirtualNode::from_index(vnode_id as usize)
+pub fn compute_vnode_from_row_id(id: RowId, vnode_count: usize) -> VirtualNode {
+    let vnode_bit = bit_for_vnode(vnode_count);
+    let sequence_bit = TIMESTAMP_SHIFT_BITS - vnode_bit;
+
+    let vnode_part = ((id >> sequence_bit) & ((1 << vnode_bit) - 1)) as usize;
+
+    // If the given `vnode_count` is the same as the one used when the row id was generated, this
+    // is no-op. Otherwise, we clamp the vnode to fit in the given vnode count.
+    VirtualNode::from_index(vnode_part % vnode_count)
 }
 
 impl RowIdGenerator {
-    /// Create a new `RowIdGenerator` with given virtual nodes.
-    pub fn new(vnodes: impl IntoIterator<Item = VirtualNode>) -> Self {
+    /// Create a new `RowIdGenerator` with given virtual nodes and vnode count.
+    pub fn new(vnodes: impl IntoIterator<Item = VirtualNode>, vnode_count: usize) -> Self {
         let base = *UNIX_RISINGWAVE_DATE_EPOCH;
+        let vnode_bit = bit_for_vnode(vnode_count);
+
         Self {
             base,
             last_timestamp_ms: base.elapsed().unwrap().as_millis() as i64,
+            vnode_bit,
             vnodes: vnodes.into_iter().collect(),
             vnodes_index: 0,
             sequence: 0,
         }
     }
 
+    /// The upper bound of the sequence part, exclusive.
+    fn sequence_upper_bound(&self) -> u16 {
+        1 << (TIMESTAMP_SHIFT_BITS - self.vnode_bit)
+    }
+
     /// Update the timestamp, so that the millisecond part of row id is **always** increased.
     ///
     /// This method will immediately return if the timestamp is increased or there's remaining
@@ -91,7 +139,10 @@ impl RowIdGenerator {
                 );
                 true
             }
-            Ordering::Equal => self.sequence == SEQUENCE_UPPER_BOUND,
+            Ordering::Equal => {
+                // Update the timestamp if the sequence reaches the upper bound.
+                self.sequence == self.sequence_upper_bound()
+            }
             Ordering::Greater => true,
         };
 
@@ -121,7 +172,7 @@ impl RowIdGenerator {
     /// timestamp, and `try_update_timestamp` should be called to update the timestamp and reset the
     /// sequence. After that, the next call of this method always returns `Some`.
     fn next_row_id_in_current_timestamp(&mut self) -> Option<RowId> {
-        if self.sequence >= SEQUENCE_UPPER_BOUND {
+        if self.sequence >= self.sequence_upper_bound() {
             return None;
         }
 
@@ -135,7 +186,7 @@ impl RowIdGenerator {
 
         Some(
             self.last_timestamp_ms << TIMESTAMP_SHIFT_BITS
-                | (vnode << VNODE_ID_SHIFT_BITS) as i64
+                | (vnode << (TIMESTAMP_SHIFT_BITS - self.vnode_bit)) as i64
                 | sequence as i64,
         )
     }
@@ -188,9 +239,10 @@ mod tests {
 
     use super::*;
 
-    #[tokio::test] // `async` in favor of `madsim::time::advance`
-    async fn test_generator() {
-        let mut generator = RowIdGenerator::new([VirtualNode::from_index(0)]);
+    #[allow(clippy::unused_async)] // `madsim::time::advance` requires to be in async context
+    async fn test_generator_with_vnode_count(vnode_count: usize) {
+        let mut generator = RowIdGenerator::new([VirtualNode::from_index(0)], vnode_count);
+        let sequence_upper_bound = generator.sequence_upper_bound();
 
         let mut last_row_id = generator.next();
         for _ in 0..100000 {
@@ -211,34 +263,77 @@ mod tests {
             row_id >> TIMESTAMP_SHIFT_BITS,
             last_row_id >> TIMESTAMP_SHIFT_BITS
         );
-        assert_eq!(row_id & (SEQUENCE_UPPER_BOUND as i64 - 1), 0);
+        assert_eq!(row_id & (sequence_upper_bound as i64 - 1), 0);
 
-        let mut generator = RowIdGenerator::new([VirtualNode::from_index(1)]);
-        let row_ids = generator.next_batch((SEQUENCE_UPPER_BOUND + 10) as usize);
-        let mut expected = (0..SEQUENCE_UPPER_BOUND).collect_vec();
+        let mut generator = RowIdGenerator::new([VirtualNode::from_index(1)], vnode_count);
+        let row_ids = generator.next_batch((sequence_upper_bound + 10) as usize);
+        let mut expected = (0..sequence_upper_bound).collect_vec();
         expected.extend(0..10);
         assert_eq!(
             row_ids
                 .into_iter()
-                .map(|id| (id as u16) & (SEQUENCE_UPPER_BOUND - 1))
+                .map(|id| (id as u16) & (sequence_upper_bound - 1))
                 .collect_vec(),
             expected
         );
     }
 
-    #[tokio::test] // `async` in favor of `madsim::time::advance`
-    async fn test_generator_multiple_vnodes() {
-        let mut generator = RowIdGenerator::new((0..10).map(VirtualNode::from_index));
+    #[allow(clippy::unused_async)] // `madsim::time::advance` requires to be in async context
+    async fn test_generator_multiple_vnodes_with_vnode_count(vnode_count: usize) {
+        assert!(vnode_count >= 20);
+
+        let vnodes = || {
+            (0..10)
+                .chain((vnode_count - 10)..vnode_count)
+                .map(VirtualNode::from_index)
+        };
+        let vnode_of = |row_id: RowId| compute_vnode_from_row_id(row_id, vnode_count);
+
+        let mut generator = RowIdGenerator::new(vnodes(), vnode_count);
+        let sequence_upper_bound = generator.sequence_upper_bound();
 
-        let row_ids = generator.next_batch((SEQUENCE_UPPER_BOUND as usize) * 10 + 1);
+        let row_ids = generator.next_batch((sequence_upper_bound as usize) * 20 + 1);
+
+        // Check timestamps.
         let timestamps = row_ids
-            .into_iter()
-            .map(|r| r >> TIMESTAMP_SHIFT_BITS)
+            .iter()
+            .map(|&r| r >> TIMESTAMP_SHIFT_BITS)
             .collect_vec();
 
         let (last_timestamp, first_timestamps) = timestamps.split_last().unwrap();
         let first_timestamp = first_timestamps.iter().unique().exactly_one().unwrap();
 
+        // Check vnodes.
+        let expected_vnodes = vnodes().cycle();
+        let actual_vnodes = row_ids.iter().map(|&r| vnode_of(r));
+
+        #[expect(clippy::disallowed_methods)] // `expected_vnodes` is an endless cycle iterator
+        for (expected, actual) in expected_vnodes.zip(actual_vnodes) {
+            assert_eq!(expected, actual);
+        }
+
         assert!(last_timestamp > first_timestamp);
     }
+
+    macro_rules! test {
+        ($vnode_count:expr, $name:ident, $name_mul:ident) => {
+            #[tokio::test]
+            async fn $name() {
+                test_generator_with_vnode_count($vnode_count).await;
+            }
+
+            #[tokio::test]
+            async fn $name_mul() {
+                test_generator_multiple_vnodes_with_vnode_count($vnode_count).await;
+            }
+        };
+    }
+
+    test!(64, test_64, test_64_mul); // less than default value
+    test!(114, test_114, test_114_mul); // not a power of 2, less than default value
+    test!(256, test_256, test_256_mul); // default value, backward compatibility
+    test!(1 << COMPAT_VNODE_BITS, test_1024, test_1024_mul); // max value with 10 bits
+    test!(2048, test_2048, test_2048_mul); // more than 10 bits
+    test!(2333, test_2333, test_2333_mul); // not a power of 2, larger than default value
+    test!(VirtualNode::MAX_COUNT, test_max, test_max_mul); // max supported
 }
diff --git a/src/common/src/util/stream_graph_visitor.rs b/src/common/src/util/stream_graph_visitor.rs
index 5b990c0186401..04e0e42a1a7f1 100644
--- a/src/common/src/util/stream_graph_visitor.rs
+++ b/src/common/src/util/stream_graph_visitor.rs
@@ -286,7 +286,6 @@ where
     visit_stream_node_tables_inner(stream_node, true, true, f)
 }
 
-#[allow(dead_code)]
 pub fn visit_stream_node_tables<F>(stream_node: &mut StreamNode, f: F)
 where
     F: FnMut(&mut Table, &str),
@@ -301,3 +300,13 @@ where
 {
     visit_stream_node_internal_tables(fragment.node.as_mut().unwrap(), f)
 }
+
+/// Visit the tables of a [`StreamFragment`].
+///
+/// Compared to [`visit_internal_tables`], this function also visits the table of `Materialize` node.
+pub fn visit_tables<F>(fragment: &mut StreamFragment, f: F)
+where
+    F: FnMut(&mut Table, &str),
+{
+    visit_stream_node_tables(fragment.node.as_mut().unwrap(), f)
+}
diff --git a/src/compute/src/server.rs b/src/compute/src/server.rs
index ad9c61b3a428e..62e55008f14b6 100644
--- a/src/compute/src/server.rs
+++ b/src/compute/src/server.rs
@@ -18,7 +18,6 @@ use std::time::Duration;
 
 use risingwave_batch::monitor::{
     GLOBAL_BATCH_EXECUTOR_METRICS, GLOBAL_BATCH_MANAGER_METRICS, GLOBAL_BATCH_SPILL_METRICS,
-    GLOBAL_BATCH_TASK_METRICS,
 };
 use risingwave_batch::rpc::service::task_service::BatchServiceImpl;
 use risingwave_batch::spill::spill_op::SpillOp;
@@ -177,7 +176,6 @@ pub async fn compute_node_serve(
     let source_metrics = Arc::new(GLOBAL_SOURCE_METRICS.clone());
     let hummock_metrics = Arc::new(GLOBAL_HUMMOCK_METRICS.clone());
     let streaming_metrics = Arc::new(global_streaming_metrics(config.server.metrics_level));
-    let batch_task_metrics = Arc::new(GLOBAL_BATCH_TASK_METRICS.clone());
     let batch_executor_metrics = Arc::new(GLOBAL_BATCH_EXECUTOR_METRICS.clone());
     let batch_manager_metrics = Arc::new(GLOBAL_BATCH_MANAGER_METRICS.clone());
     let exchange_srv_metrics = Arc::new(GLOBAL_EXCHANGE_SERVICE_METRICS.clone());
@@ -355,7 +353,6 @@ pub async fn compute_node_serve(
         batch_config,
         worker_id,
         state_store.clone(),
-        batch_task_metrics.clone(),
         batch_executor_metrics.clone(),
         batch_client_pool,
         dml_mgr.clone(),
diff --git a/src/connector/src/connector_common/iceberg/mock_catalog.rs b/src/connector/src/connector_common/iceberg/mock_catalog.rs
index f9d60965b1d30..de598b65fff6a 100644
--- a/src/connector/src/connector_common/iceberg/mock_catalog.rs
+++ b/src/connector/src/connector_common/iceberg/mock_catalog.rs
@@ -32,8 +32,7 @@ impl MockCatalog {
     fn sparse_table(self: &Arc<Self>) -> Table {
         Table::builder_from_catalog(
             {
-                let mut builder = Memory::default();
-                builder.root("/tmp");
+                let builder = Memory::default().root("/tmp");
                 Operator::new(builder).unwrap().finish()
             },
             self.clone(),
@@ -124,8 +123,7 @@ impl MockCatalog {
     fn range_table(self: &Arc<Self>) -> Table {
         Table::builder_from_catalog(
             {
-                let mut builder = Memory::default();
-                builder.root("/tmp");
+                let builder = Memory::default().root("/tmp");
                 Operator::new(builder).unwrap().finish()
             },
             self.clone(),
diff --git a/src/connector/src/connector_common/iceberg/storage_catalog.rs b/src/connector/src/connector_common/iceberg/storage_catalog.rs
index 18e2ff0e036ff..cd7bb2ca4ba0a 100644
--- a/src/connector/src/connector_common/iceberg/storage_catalog.rs
+++ b/src/connector/src/connector_common/iceberg/storage_catalog.rs
@@ -117,16 +117,15 @@ impl StorageCatalog {
     /// `table_path`: relative path of table dir under warehouse root.
     async fn list_table_metadata_paths(&self, table_path: &str) -> Result<Vec<String>> {
         // create s3 operator
-        let mut builder = opendal::services::S3::default();
-        builder
+        let mut builder = opendal::services::S3::default()
             .root(&self.warehouse)
             .access_key_id(&self.config.access_key)
             .secret_access_key(&self.config.secret_key);
         if let Some(endpoint) = &self.config.endpoint {
-            builder.endpoint(endpoint);
+            builder = builder.endpoint(endpoint);
         }
         if let Some(region) = &self.config.region {
-            builder.region(region);
+            builder = builder.region(region);
         }
         let op: Operator = Operator::new(builder)
             .map_err(|err| Error::new(ErrorKind::Unexpected, err.to_report_string()))?
diff --git a/src/connector/src/parser/unified/debezium.rs b/src/connector/src/parser/unified/debezium.rs
index a2c5742b87d44..fe1a166376356 100644
--- a/src/connector/src/parser/unified/debezium.rs
+++ b/src/connector/src/parser/unified/debezium.rs
@@ -18,12 +18,8 @@ use risingwave_common::types::{
     DataType, Datum, DatumCow, Scalar, ScalarImpl, ScalarRefImpl, Timestamptz, ToDatumRef,
     ToOwnedDatum,
 };
-use risingwave_common::util::value_encoding::DatumToProtoExt;
 use risingwave_connector_codec::decoder::AccessExt;
-use risingwave_pb::expr::expr_node::{RexNode, Type as ExprType};
-use risingwave_pb::expr::ExprNode;
 use risingwave_pb::plan_common::additional_column::ColumnType;
-use risingwave_pb::plan_common::DefaultColumnDesc;
 use thiserror_ext::AsReport;
 
 use super::{Access, AccessError, AccessResult, ChangeEvent, ChangeEventOperation};
@@ -240,20 +236,11 @@ pub fn parse_schema_change(
                                     }},
                                 )?,
                             );
-                            // equivalent to `Literal::to_expr_proto`
-                            let default_val_expr_node = ExprNode {
-                                function_type: ExprType::Unspecified as i32,
-                                return_type: Some(data_type.to_protobuf()),
-                                rex_node: Some(RexNode::Constant(snapshot_value.to_protobuf())),
-                            };
                             ColumnDesc::named_with_default_value(
                                 name,
                                 ColumnId::placeholder(),
                                 data_type,
-                                DefaultColumnDesc {
-                                    expr: Some(default_val_expr_node),
-                                    snapshot_value: Some(snapshot_value.to_protobuf()),
-                                },
+                                snapshot_value,
                             )
                         }
                         _ => ColumnDesc::named(name, ColumnId::placeholder(), data_type),
diff --git a/src/connector/src/sink/file_sink/azblob.rs b/src/connector/src/sink/file_sink/azblob.rs
index 3a600994639a2..182f469902ec6 100644
--- a/src/connector/src/sink/file_sink/azblob.rs
+++ b/src/connector/src/sink/file_sink/azblob.rs
@@ -58,12 +58,12 @@ impl<S: OpendalSinkBackend> FileSink<S> {
     pub fn new_azblob_sink(config: AzblobConfig) -> Result<Operator> {
         // Create azblob builder.
         let mut builder = Azblob::default();
-        builder.container(&config.common.container_name);
-
-        builder.endpoint(&config.common.endpoint_url);
+        builder = builder
+            .container(&config.common.container_name)
+            .endpoint(&config.common.endpoint_url);
 
         if let Some(account_name) = config.common.account_name {
-            builder.account_name(&account_name);
+            builder = builder.account_name(&account_name);
         } else {
             tracing::warn!(
                 "account_name azblob is not set, container  {}",
@@ -72,7 +72,7 @@ impl<S: OpendalSinkBackend> FileSink<S> {
         }
 
         if let Some(account_key) = config.common.account_key {
-            builder.account_key(&account_key);
+            builder = builder.account_key(&account_key);
         } else {
             tracing::warn!(
                 "account_key azblob is not set, container  {}",
diff --git a/src/connector/src/sink/file_sink/fs.rs b/src/connector/src/sink/file_sink/fs.rs
index 581f66ec7a793..5570bab561f20 100644
--- a/src/connector/src/sink/file_sink/fs.rs
+++ b/src/connector/src/sink/file_sink/fs.rs
@@ -55,9 +55,7 @@ pub const FS_SINK: &str = "fs";
 impl<S: OpendalSinkBackend> FileSink<S> {
     pub fn new_fs_sink(config: FsConfig) -> Result<Operator> {
         // Create fs builder.
-        let mut builder = Fs::default();
-        // Create fs backend builder.
-        builder.root(&config.common.path);
+        let builder = Fs::default().root(&config.common.path);
         let operator: Operator = Operator::new(builder)?
             .layer(LoggingLayer::default())
             .layer(RetryLayer::default())
diff --git a/src/connector/src/sink/file_sink/gcs.rs b/src/connector/src/sink/file_sink/gcs.rs
index c38669909c732..bddf962aa3bd7 100644
--- a/src/connector/src/sink/file_sink/gcs.rs
+++ b/src/connector/src/sink/file_sink/gcs.rs
@@ -67,13 +67,10 @@ pub const GCS_SINK: &str = "gcs";
 impl<S: OpendalSinkBackend> FileSink<S> {
     pub fn new_gcs_sink(config: GcsConfig) -> Result<Operator> {
         // Create gcs builder.
-        let mut builder = Gcs::default();
-
-        builder.bucket(&config.common.bucket_name);
-
-        builder.credential(&config.common.credential);
-
-        builder.service_account(&config.common.service_account);
+        let builder = Gcs::default()
+            .bucket(&config.common.bucket_name)
+            .credential(&config.common.credential)
+            .service_account(&config.common.service_account);
 
         let operator: Operator = Operator::new(builder)?
             .layer(LoggingLayer::default())
diff --git a/src/connector/src/sink/file_sink/s3.rs b/src/connector/src/sink/file_sink/s3.rs
index 417094600e61d..652057080e9e5 100644
--- a/src/connector/src/sink/file_sink/s3.rs
+++ b/src/connector/src/sink/file_sink/s3.rs
@@ -61,16 +61,16 @@ pub const S3_SINK: &str = "s3";
 impl<S: OpendalSinkBackend> FileSink<S> {
     pub fn new_s3_sink(config: S3Config) -> Result<Operator> {
         // Create s3 builder.
-        let mut builder = S3::default();
-        builder.bucket(&config.common.bucket_name);
-        builder.region(&config.common.region_name);
+        let mut builder = S3::default()
+            .bucket(&config.common.bucket_name)
+            .region(&config.common.region_name);
 
         if let Some(endpoint_url) = config.common.endpoint_url {
-            builder.endpoint(&endpoint_url);
+            builder = builder.endpoint(&endpoint_url);
         }
 
         if let Some(access) = config.common.access {
-            builder.access_key_id(&access);
+            builder = builder.access_key_id(&access);
         } else {
             tracing::error!(
                 "access key id of aws s3 is not set, bucket {}",
@@ -79,7 +79,7 @@ impl<S: OpendalSinkBackend> FileSink<S> {
         }
 
         if let Some(secret) = config.common.secret {
-            builder.secret_access_key(&secret);
+            builder = builder.secret_access_key(&secret);
         } else {
             tracing::error!(
                 "secret access key of aws s3 is not set, bucket {}",
@@ -88,9 +88,9 @@ impl<S: OpendalSinkBackend> FileSink<S> {
         }
 
         if let Some(assume_role) = config.common.assume_role {
-            builder.role_arn(&assume_role);
+            builder = builder.role_arn(&assume_role);
         }
-        builder.disable_config_load();
+        builder = builder.disable_config_load();
         let operator: Operator = Operator::new(builder)?
             .layer(LoggingLayer::default())
             .layer(RetryLayer::default())
diff --git a/src/connector/src/sink/file_sink/webhdfs.rs b/src/connector/src/sink/file_sink/webhdfs.rs
index b41a27e12db1f..31ed904e9083c 100644
--- a/src/connector/src/sink/file_sink/webhdfs.rs
+++ b/src/connector/src/sink/file_sink/webhdfs.rs
@@ -51,10 +51,9 @@ pub const WEBHDFS_SINK: &str = "webhdfs";
 impl<S: OpendalSinkBackend> FileSink<S> {
     pub fn new_webhdfs_sink(config: WebhdfsConfig) -> Result<Operator> {
         // Create webhdfs backend builder.
-        let mut builder = Webhdfs::default();
-        // Set the name node for hdfs.
-        builder.endpoint(&config.common.endpoint);
-        builder.root(&config.common.path);
+        let builder = Webhdfs::default()
+            .endpoint(&config.common.endpoint)
+            .root(&config.common.path);
 
         let operator: Operator = Operator::new(builder)?
             .layer(LoggingLayer::default())
diff --git a/src/connector/src/source/cdc/external/mysql.rs b/src/connector/src/source/cdc/external/mysql.rs
index 59971f8761068..977f79dc185ac 100644
--- a/src/connector/src/source/cdc/external/mysql.rs
+++ b/src/connector/src/source/cdc/external/mysql.rs
@@ -15,6 +15,7 @@
 use std::collections::HashMap;
 
 use anyhow::{anyhow, Context};
+use chrono::{DateTime, NaiveDateTime};
 use futures::stream::BoxStream;
 use futures::{pin_mut, StreamExt};
 use futures_async_stream::try_stream;
@@ -25,15 +26,16 @@ use mysql_common::value::Value;
 use risingwave_common::bail;
 use risingwave_common::catalog::{ColumnDesc, ColumnId, Schema, OFFSET_COLUMN_NAME};
 use risingwave_common::row::OwnedRow;
-use risingwave_common::types::DataType;
+use risingwave_common::types::{DataType, Decimal, ScalarImpl, F32};
 use risingwave_common::util::iter_util::ZipEqFast;
-use sea_schema::mysql::def::{ColumnKey, ColumnType};
+use sea_schema::mysql::def::{ColumnDefault, ColumnKey, ColumnType};
 use sea_schema::mysql::discovery::SchemaDiscovery;
 use sea_schema::mysql::query::SchemaQueryBuilder;
 use sea_schema::sea_query::{Alias, IntoIden};
 use serde_derive::{Deserialize, Serialize};
 use sqlx::mysql::MySqlConnectOptions;
 use sqlx::MySqlPool;
+use thiserror_ext::AsReport;
 
 use crate::error::{ConnectorError, ConnectorResult};
 use crate::source::cdc::external::{
@@ -112,11 +114,71 @@ impl MySqlExternalTable {
             let data_type = mysql_type_to_rw_type(&col.col_type)?;
             // column name in mysql is case-insensitive, convert to lowercase
             let col_name = col.name.to_lowercase();
-            column_descs.push(ColumnDesc::named(
-                col_name.clone(),
-                ColumnId::placeholder(),
-                data_type,
-            ));
+            let column_desc = if let Some(default) = col.default {
+                let snapshot_value = match default {
+                    ColumnDefault::Null => None,
+                    ColumnDefault::Int(val) => match data_type {
+                        DataType::Int16 => Some(ScalarImpl::Int16(val as _)),
+                        DataType::Int32 => Some(ScalarImpl::Int32(val as _)),
+                        DataType::Int64 => Some(ScalarImpl::Int64(val)),
+                        _ => Err(anyhow!("unexpected default value type for integer column"))?,
+                    },
+                    ColumnDefault::Real(val) => match data_type {
+                        DataType::Float32 => Some(ScalarImpl::Float32(F32::from(val as f32))),
+                        DataType::Float64 => Some(ScalarImpl::Float64(val.into())),
+                        DataType::Decimal => Some(ScalarImpl::Decimal(
+                            Decimal::try_from(val).map_err(|err| {
+                                anyhow!("failed to convert default value to decimal").context(err)
+                            })?,
+                        )),
+                        _ => Err(anyhow!("unexpected default value type for float column"))?,
+                    },
+                    ColumnDefault::String(mut val) => {
+                        // mysql timestamp is mapped to timestamptz, we use UTC timezone to
+                        // interpret its value
+                        if data_type == DataType::Timestamptz {
+                            let format = "%Y-%m-%d %H:%M:%S";
+                            let naive_datetime = NaiveDateTime::parse_from_str(
+                                val.as_str(),
+                                format,
+                            )
+                            .map_err(|err| {
+                                anyhow!("failed to parse mysql timestamp value").context(err)
+                            })?;
+                            let postgres_timestamptz: DateTime<chrono::Utc> =
+                                DateTime::<chrono::Utc>::from_naive_utc_and_offset(
+                                    naive_datetime,
+                                    chrono::Utc,
+                                );
+                            val = postgres_timestamptz
+                                .format("%Y-%m-%d %H:%M:%S%:z")
+                                .to_string();
+                        }
+                        match ScalarImpl::from_text(val.as_str(), &data_type) {
+                            Ok(scalar) => Some(scalar),
+                            Err(err) => {
+                                tracing::warn!(error=%err.as_report(), "failed to parse mysql default value expression, only constant is supported");
+                                None
+                            }
+                        }
+                    }
+                    ColumnDefault::CurrentTimestamp | ColumnDefault::CustomExpr(_) => {
+                        tracing::warn!("MySQL CURRENT_TIMESTAMP and custom expression default value not supported");
+                        None
+                    }
+                };
+
+                ColumnDesc::named_with_default_value(
+                    col_name.clone(),
+                    ColumnId::placeholder(),
+                    data_type.clone(),
+                    snapshot_value,
+                )
+            } else {
+                ColumnDesc::named(col_name.clone(), ColumnId::placeholder(), data_type)
+            };
+
+            column_descs.push(column_desc);
             if matches!(col.key, ColumnKey::Primary) {
                 pk_names.push(col_name);
             }
diff --git a/src/connector/src/source/cdc/external/postgres.rs b/src/connector/src/source/cdc/external/postgres.rs
index 026e1f4d4f206..2e62520f35b18 100644
--- a/src/connector/src/source/cdc/external/postgres.rs
+++ b/src/connector/src/source/cdc/external/postgres.rs
@@ -24,7 +24,7 @@ use openssl::ssl::{SslConnector, SslMethod, SslVerifyMode};
 use postgres_openssl::MakeTlsConnector;
 use risingwave_common::catalog::{ColumnDesc, ColumnId, Schema};
 use risingwave_common::row::{OwnedRow, Row};
-use risingwave_common::types::{DataType, StructType};
+use risingwave_common::types::{DataType, ScalarImpl, StructType};
 use risingwave_common::util::iter_util::ZipEqFast;
 use sea_schema::postgres::def::{ColumnType, TableInfo};
 use sea_schema::postgres::discovery::SchemaDiscovery;
@@ -123,11 +123,32 @@ impl PostgresExternalTable {
         let mut column_descs = vec![];
         for col in &table_schema.columns {
             let data_type = type_to_rw_type(&col.col_type)?;
-            column_descs.push(ColumnDesc::named(
-                col.name.clone(),
-                ColumnId::placeholder(),
-                data_type,
-            ));
+            let column_desc = if let Some(ref default_expr) = col.default {
+                // parse the value of "column_default" field in information_schema.columns,
+                // non number data type will be stored as "'value'::type"
+                let val_text = default_expr
+                    .0
+                    .split("::")
+                    .map(|s| s.trim_matches('\''))
+                    .next()
+                    .expect("default value expression");
+
+                match ScalarImpl::from_text(val_text, &data_type) {
+                    Ok(scalar) => ColumnDesc::named_with_default_value(
+                        col.name.clone(),
+                        ColumnId::placeholder(),
+                        data_type.clone(),
+                        Some(scalar),
+                    ),
+                    Err(err) => {
+                        tracing::warn!(error=%err.as_report(), "failed to parse postgres default value expression, only constant is supported");
+                        ColumnDesc::named(col.name.clone(), ColumnId::placeholder(), data_type)
+                    }
+                }
+            } else {
+                ColumnDesc::named(col.name.clone(), ColumnId::placeholder(), data_type)
+            };
+            column_descs.push(column_desc);
         }
 
         if table_schema.primary_key_constraints.is_empty() {
diff --git a/src/connector/src/source/filesystem/opendal_source/azblob_source.rs b/src/connector/src/source/filesystem/opendal_source/azblob_source.rs
index 8c6dac01ab87b..e2ceae4ecc6b2 100644
--- a/src/connector/src/source/filesystem/opendal_source/azblob_source.rs
+++ b/src/connector/src/source/filesystem/opendal_source/azblob_source.rs
@@ -28,14 +28,12 @@ impl<Src: OpendalSource> OpendalEnumerator<Src> {
     /// create opendal azblob source.
     pub fn new_azblob_source(azblob_properties: AzblobProperties) -> ConnectorResult<Self> {
         // Create azblob builder.
-        let mut builder = Azblob::default();
-
-        builder.container(&azblob_properties.container_name);
-
-        builder.endpoint(&azblob_properties.endpoint_url);
+        let mut builder = Azblob::default()
+            .container(&azblob_properties.container_name)
+            .endpoint(&azblob_properties.endpoint_url);
 
         if let Some(account_name) = azblob_properties.account_name {
-            builder.account_name(&account_name);
+            builder = builder.account_name(&account_name);
         } else {
             tracing::warn!(
                 "account_name azblob is not set, container  {}",
@@ -44,7 +42,7 @@ impl<Src: OpendalSource> OpendalEnumerator<Src> {
         }
 
         if let Some(account_key) = azblob_properties.account_key {
-            builder.account_key(&account_key);
+            builder = builder.account_key(&account_key);
         } else {
             tracing::warn!(
                 "account_key azblob is not set, container  {}",
diff --git a/src/connector/src/source/filesystem/opendal_source/gcs_source.rs b/src/connector/src/source/filesystem/opendal_source/gcs_source.rs
index 9a6d883f3c922..ff05f88ad1739 100644
--- a/src/connector/src/source/filesystem/opendal_source/gcs_source.rs
+++ b/src/connector/src/source/filesystem/opendal_source/gcs_source.rs
@@ -28,22 +28,19 @@ impl<Src: OpendalSource> OpendalEnumerator<Src> {
     /// create opendal gcs source.
     pub fn new_gcs_source(gcs_properties: GcsProperties) -> ConnectorResult<Self> {
         // Create gcs builder.
-        let mut builder = Gcs::default();
-
-        builder.bucket(&gcs_properties.bucket_name);
-
+        let mut builder = Gcs::default().bucket(&gcs_properties.bucket_name);
         // if credential env is set, use it. Otherwise, ADC will be used.
         if let Some(cred) = gcs_properties.credential {
-            builder.credential(&cred);
+            builder = builder.credential(&cred);
         } else {
             let cred = std::env::var("GOOGLE_APPLICATION_CREDENTIALS");
             if let Ok(cred) = cred {
-                builder.credential(&cred);
+                builder = builder.credential(&cred);
             }
         }
 
         if let Some(service_account) = gcs_properties.service_account {
-            builder.service_account(&service_account);
+            builder = builder.service_account(&service_account);
         }
         let op: Operator = Operator::new(builder)?
             .layer(LoggingLayer::default())
diff --git a/src/connector/src/source/filesystem/opendal_source/posix_fs_source.rs b/src/connector/src/source/filesystem/opendal_source/posix_fs_source.rs
index a7a984da663c3..ec0901fec8c6a 100644
--- a/src/connector/src/source/filesystem/opendal_source/posix_fs_source.rs
+++ b/src/connector/src/source/filesystem/opendal_source/posix_fs_source.rs
@@ -31,10 +31,7 @@ impl<Src: OpendalSource> OpendalEnumerator<Src> {
     /// create opendal posix fs source.
     pub fn new_posix_fs_source(posix_fs_properties: PosixFsProperties) -> ConnectorResult<Self> {
         // Create Fs builder.
-        let mut builder = Fs::default();
-
-        builder.root(&posix_fs_properties.root);
-
+        let builder = Fs::default().root(&posix_fs_properties.root);
         let op: Operator = Operator::new(builder)?
             .layer(LoggingLayer::default())
             .layer(RetryLayer::default())
diff --git a/src/connector/src/source/filesystem/opendal_source/s3_source.rs b/src/connector/src/source/filesystem/opendal_source/s3_source.rs
index 2eb6b7a292506..7230e28dfd4f0 100644
--- a/src/connector/src/source/filesystem/opendal_source/s3_source.rs
+++ b/src/connector/src/source/filesystem/opendal_source/s3_source.rs
@@ -32,16 +32,16 @@ impl<Src: OpendalSource> OpendalEnumerator<Src> {
         assume_role: Option<String>,
     ) -> ConnectorResult<Self> {
         // Create s3 builder.
-        let mut builder = S3::default();
-        builder.bucket(&s3_properties.bucket_name);
-        builder.region(&s3_properties.region_name);
+        let mut builder = S3::default()
+            .bucket(&s3_properties.bucket_name)
+            .region(&s3_properties.region_name);
 
         if let Some(endpoint_url) = s3_properties.endpoint_url {
-            builder.endpoint(&endpoint_url);
+            builder = builder.endpoint(&endpoint_url);
         }
 
         if let Some(access) = s3_properties.access {
-            builder.access_key_id(&access);
+            builder = builder.access_key_id(&access);
         } else {
             tracing::error!(
                 "access key id of aws s3 is not set, bucket {}",
@@ -50,7 +50,7 @@ impl<Src: OpendalSource> OpendalEnumerator<Src> {
         }
 
         if let Some(secret) = s3_properties.secret {
-            builder.secret_access_key(&secret);
+            builder = builder.secret_access_key(&secret);
         } else {
             tracing::error!(
                 "secret access key of aws s3 is not set, bucket {}",
@@ -59,10 +59,10 @@ impl<Src: OpendalSource> OpendalEnumerator<Src> {
         }
 
         if let Some(assume_role) = assume_role {
-            builder.role_arn(&assume_role);
+            builder = builder.role_arn(&assume_role);
         }
 
-        builder.disable_config_load();
+        builder = builder.disable_config_load();
         let (prefix, matcher) = if let Some(pattern) = s3_properties.match_pattern.as_ref() {
             let prefix = get_prefix(pattern);
             let matcher = glob::Pattern::new(pattern)
diff --git a/src/connector/src/source/iceberg/parquet_file_reader.rs b/src/connector/src/source/iceberg/parquet_file_reader.rs
index 6e323f4aec9ba..eb98b2fdad215 100644
--- a/src/connector/src/source/iceberg/parquet_file_reader.rs
+++ b/src/connector/src/source/iceberg/parquet_file_reader.rs
@@ -106,7 +106,7 @@ pub async fn list_s3_directory(
     let prefix = format!("s3://{}/", bucket);
     if dir.starts_with(&prefix) {
         let mut builder = S3::default();
-        builder
+        builder = builder
             .region(&s3_region)
             .access_key_id(&s3_access_key)
             .secret_access_key(&s3_secret_key)
diff --git a/src/ctl/src/cmd_impl/hummock/tiered_cache_tracing.rs b/src/ctl/src/cmd_impl/hummock/tiered_cache_tracing.rs
index a2eee44fa4295..393cbb6b7e59a 100644
--- a/src/ctl/src/cmd_impl/hummock/tiered_cache_tracing.rs
+++ b/src/ctl/src/cmd_impl/hummock/tiered_cache_tracing.rs
@@ -16,6 +16,7 @@ use std::time::Duration;
 
 use futures::future::try_join_all;
 use itertools::Itertools;
+use risingwave_common::monitor::EndpointExt;
 use risingwave_pb::monitor_service::monitor_service_client::MonitorServiceClient;
 use risingwave_pb::monitor_service::TieredCacheTracingRequest;
 use tonic::transport::Endpoint;
@@ -40,7 +41,7 @@ pub async fn tiered_cache_tracing(
             let addr = worker_node.get_host().unwrap();
             let channel = Endpoint::from_shared(format!("http://{}:{}", addr.host, addr.port))?
                 .connect_timeout(Duration::from_secs(5))
-                .connect()
+                .monitored_connect("grpc-tiered-cache-tracing-client", Default::default())
                 .await?;
             let mut client = MonitorServiceClient::new(channel);
             client
diff --git a/src/ctl/src/cmd_impl/meta/pause_resume.rs b/src/ctl/src/cmd_impl/meta/pause_resume.rs
index d274819f1db65..532bacc4241e8 100644
--- a/src/ctl/src/cmd_impl/meta/pause_resume.rs
+++ b/src/ctl/src/cmd_impl/meta/pause_resume.rs
@@ -16,7 +16,7 @@ use risingwave_pb::meta::PausedReason;
 
 use crate::CtlContext;
 
-fn desc(reason: PausedReason) -> &'static str {
+pub fn desc(reason: PausedReason) -> &'static str {
     // Method on optional enums derived from `prost` will use `Unspecified` if unset. So we treat
     // `Unspecified` as not paused here.
     match reason {
@@ -29,13 +29,9 @@ fn desc(reason: PausedReason) -> &'static str {
 pub async fn pause(context: &CtlContext) -> anyhow::Result<()> {
     let meta_client = context.meta_client().await?;
 
-    let response = meta_client.pause().await?;
+    meta_client.pause().await?;
 
-    println!(
-        "Done.\nPrevious: {}\nCurrent: {}",
-        desc(response.prev()),
-        desc(response.curr())
-    );
+    println!("Done.");
 
     Ok(())
 }
@@ -43,13 +39,9 @@ pub async fn pause(context: &CtlContext) -> anyhow::Result<()> {
 pub async fn resume(context: &CtlContext) -> anyhow::Result<()> {
     let meta_client = context.meta_client().await?;
 
-    let response = meta_client.resume().await?;
+    meta_client.resume().await?;
 
-    println!(
-        "Done.\nPrevious: {}\nCurrent: {}",
-        desc(response.prev()),
-        desc(response.curr())
-    );
+    println!("Done.");
 
     Ok(())
 }
diff --git a/src/ctl/src/cmd_impl/table/scan.rs b/src/ctl/src/cmd_impl/table/scan.rs
index 3002a3585fb41..f6b5f444b16f7 100644
--- a/src/ctl/src/cmd_impl/table/scan.rs
+++ b/src/ctl/src/cmd_impl/table/scan.rs
@@ -15,7 +15,6 @@
 use anyhow::{anyhow, Result};
 use futures::{pin_mut, StreamExt};
 use risingwave_common::bitmap::Bitmap;
-use risingwave_common::hash::VirtualNode;
 use risingwave_frontend::TableCatalog;
 use risingwave_hummock_sdk::HummockReadEpoch;
 use risingwave_rpc_client::MetaClient;
@@ -54,13 +53,14 @@ pub fn print_table_catalog(table: &TableCatalog) {
     println!("{:#?}", table);
 }
 
+// TODO: shall we work on `TableDesc` instead?
 pub async fn make_state_table<S: StateStore>(hummock: S, table: &TableCatalog) -> StateTable<S> {
     StateTable::from_table_catalog(
         &table.to_internal_table_prost(),
         hummock,
         Some(
             // scan all vnodes
-            TableDistribution::all(table.distribution_key().to_vec(), VirtualNode::COUNT)
+            TableDistribution::all(table.distribution_key().to_vec(), table.vnode_count())
                 .vnodes()
                 .clone(),
         ),
@@ -68,6 +68,7 @@ pub async fn make_state_table<S: StateStore>(hummock: S, table: &TableCatalog) -
     .await
 }
 
+// TODO: shall we work on `TableDesc` instead?
 pub fn make_storage_table<S: StateStore>(
     hummock: S,
     table: &TableCatalog,
@@ -80,8 +81,7 @@ pub fn make_storage_table<S: StateStore>(
     Ok(StorageTable::new_partial(
         hummock,
         output_columns_ids,
-        // TODO(var-vnode): use vnode count from table desc
-        Some(Bitmap::ones(VirtualNode::COUNT).into()),
+        Some(Bitmap::ones(table.vnode_count()).into()),
         &table.table_desc().try_to_protobuf()?,
     ))
 }
diff --git a/src/expr/core/src/aggregate/def.rs b/src/expr/core/src/aggregate/def.rs
index 1cabd3a2f5ae5..3abe80dcd4d31 100644
--- a/src/expr/core/src/aggregate/def.rs
+++ b/src/expr/core/src/aggregate/def.rs
@@ -26,7 +26,7 @@ use risingwave_common::bail;
 use risingwave_common::types::{DataType, Datum};
 use risingwave_common::util::sort_util::{ColumnOrder, OrderType};
 use risingwave_common::util::value_encoding::DatumFromProtoExt;
-pub use risingwave_pb::expr::agg_call::PbType as PbAggKind;
+pub use risingwave_pb::expr::agg_call::PbKind as PbAggKind;
 use risingwave_pb::expr::{PbAggCall, PbExprNode, PbInputRef, PbUserDefinedFunctionMetadata};
 
 use crate::expr::{
@@ -41,8 +41,8 @@ use crate::Result;
 //  advanced features like order by, filter, distinct, etc. should be handled by the upper layer.
 #[derive(Debug, Clone)]
 pub struct AggCall {
-    /// Aggregation kind for constructing agg state.
-    pub kind: AggKind,
+    /// Aggregation type for constructing agg state.
+    pub agg_type: AggType,
 
     /// Arguments of aggregation function input.
     pub args: AggArgs,
@@ -65,8 +65,8 @@ pub struct AggCall {
 
 impl AggCall {
     pub fn from_protobuf(agg_call: &PbAggCall) -> Result<Self> {
-        let agg_kind = AggKind::from_protobuf(
-            agg_call.get_type()?,
+        let agg_type = AggType::from_protobuf(
+            agg_call.get_kind()?,
             agg_call.udf.as_ref(),
             agg_call.scalar.as_ref(),
         )?;
@@ -96,7 +96,7 @@ impl AggCall {
             })
             .collect_vec();
         Ok(AggCall {
-            kind: agg_kind,
+            agg_type,
             args,
             return_type: DataType::from(agg_call.get_return_type()?),
             column_orders,
@@ -160,7 +160,7 @@ impl<Iter: Iterator<Item = Token>> Parser<Iter> {
         self.tokens.next(); // Consume the RParen
 
         AggCall {
-            kind: AggKind::from_protobuf(func, None, None).unwrap(),
+            agg_type: AggType::from_protobuf(func, None, None).unwrap(),
             args: AggArgs {
                 data_types: children.iter().map(|(_, ty)| ty.clone()).collect(),
                 val_indices: children.iter().map(|(idx, _)| *idx).collect(),
@@ -216,7 +216,7 @@ impl<Iter: Iterator<Item = Token>> Parser<Iter> {
 
 /// Aggregate function kind.
 #[derive(Debug, Clone, PartialEq, Eq, Hash, EnumAsInner)]
-pub enum AggKind {
+pub enum AggType {
     /// Built-in aggregate function.
     ///
     /// The associated value should not be `UserDefined` or `WrapScalar`.
@@ -229,7 +229,7 @@ pub enum AggKind {
     WrapScalar(PbExprNode),
 }
 
-impl Display for AggKind {
+impl Display for AggType {
     fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
         match self {
             Self::Builtin(kind) => write!(f, "{}", kind.as_str_name().to_lowercase()),
@@ -240,46 +240,46 @@ impl Display for AggKind {
 }
 
 /// `FromStr` for builtin aggregate functions.
-impl FromStr for AggKind {
+impl FromStr for AggType {
     type Err = ();
 
     fn from_str(s: &str) -> Result<Self, Self::Err> {
         let kind = PbAggKind::from_str(s)?;
-        Ok(AggKind::Builtin(kind))
+        Ok(AggType::Builtin(kind))
     }
 }
 
-impl From<PbAggKind> for AggKind {
+impl From<PbAggKind> for AggType {
     fn from(pb: PbAggKind) -> Self {
         assert!(!matches!(
             pb,
             PbAggKind::Unspecified | PbAggKind::UserDefined | PbAggKind::WrapScalar
         ));
-        AggKind::Builtin(pb)
+        AggType::Builtin(pb)
     }
 }
 
-impl AggKind {
+impl AggType {
     pub fn from_protobuf(
-        pb_type: PbAggKind,
+        pb_kind: PbAggKind,
         user_defined: Option<&PbUserDefinedFunctionMetadata>,
         scalar: Option<&PbExprNode>,
     ) -> Result<Self> {
-        match pb_type {
+        match pb_kind {
             PbAggKind::UserDefined => {
                 let user_defined = user_defined.context("expect user defined")?;
-                Ok(AggKind::UserDefined(user_defined.clone()))
+                Ok(AggType::UserDefined(user_defined.clone()))
             }
             PbAggKind::WrapScalar => {
                 let scalar = scalar.context("expect scalar")?;
-                Ok(AggKind::WrapScalar(scalar.clone()))
+                Ok(AggType::WrapScalar(scalar.clone()))
             }
             PbAggKind::Unspecified => bail!("Unrecognized agg."),
-            _ => Ok(AggKind::Builtin(pb_type)),
+            _ => Ok(AggType::Builtin(pb_kind)),
         }
     }
 
-    pub fn to_protobuf(&self) -> PbAggKind {
+    pub fn to_protobuf_simple(&self) -> PbAggKind {
         match self {
             Self::Builtin(pb) => *pb,
             Self::UserDefined(_) => PbAggKind::UserDefined,
@@ -288,27 +288,27 @@ impl AggKind {
     }
 }
 
-/// Macros to generate match arms for [`AggKind`](AggKind).
+/// Macros to generate match arms for `AggType`.
 /// IMPORTANT: These macros must be carefully maintained especially when adding new
-/// [`AggKind`](AggKind) variants.
-pub mod agg_kinds {
-    /// [`AggKind`](super::AggKind)s that are currently not supported in streaming mode.
+/// `AggType`/`PbAggKind` variants.
+pub mod agg_types {
+    /// [`AggType`](super::AggType)s that are currently not supported in streaming mode.
     #[macro_export]
     macro_rules! unimplemented_in_stream {
         () => {
-            AggKind::Builtin(
+            AggType::Builtin(
                 PbAggKind::PercentileCont | PbAggKind::PercentileDisc | PbAggKind::Mode,
             )
         };
     }
     pub use unimplemented_in_stream;
 
-    /// [`AggKind`](super::AggKind)s that should've been rewritten to other kinds. These kinds
+    /// [`AggType`](super::AggType)s that should've been rewritten to other kinds. These kinds
     /// should not appear when generating physical plan nodes.
     #[macro_export]
     macro_rules! rewritten {
         () => {
-            AggKind::Builtin(
+            AggType::Builtin(
                 PbAggKind::Avg
                     | PbAggKind::StddevPop
                     | PbAggKind::StddevSamp
@@ -323,12 +323,12 @@ pub mod agg_kinds {
     }
     pub use rewritten;
 
-    /// [`AggKind`](super::AggKind)s of which the aggregate results are not affected by the
+    /// [`AggType`](super::AggType)s of which the aggregate results are not affected by the
     /// user given ORDER BY clause.
     #[macro_export]
     macro_rules! result_unaffected_by_order_by {
         () => {
-            AggKind::Builtin(PbAggKind::BitAnd
+            AggType::Builtin(PbAggKind::BitAnd
                 | PbAggKind::BitOr
                 | PbAggKind::BitXor // XOR is commutative and associative
                 | PbAggKind::BoolAnd
@@ -348,13 +348,13 @@ pub mod agg_kinds {
     }
     pub use result_unaffected_by_order_by;
 
-    /// [`AggKind`](super::AggKind)s that must be called with ORDER BY clause. These are
+    /// [`AggType`](super::AggType)s that must be called with ORDER BY clause. These are
     /// slightly different from variants not in [`result_unaffected_by_order_by`], in that
     /// variants returned by this macro should be banned while the others should just be warned.
     #[macro_export]
     macro_rules! must_have_order_by {
         () => {
-            AggKind::Builtin(
+            AggType::Builtin(
                 PbAggKind::FirstValue
                     | PbAggKind::LastValue
                     | PbAggKind::PercentileCont
@@ -365,12 +365,12 @@ pub mod agg_kinds {
     }
     pub use must_have_order_by;
 
-    /// [`AggKind`](super::AggKind)s of which the aggregate results are not affected by the
+    /// [`AggType`](super::AggType)s of which the aggregate results are not affected by the
     /// user given DISTINCT keyword.
     #[macro_export]
     macro_rules! result_unaffected_by_distinct {
         () => {
-            AggKind::Builtin(
+            AggType::Builtin(
                 PbAggKind::BitAnd
                     | PbAggKind::BitOr
                     | PbAggKind::BoolAnd
@@ -383,11 +383,11 @@ pub mod agg_kinds {
     }
     pub use result_unaffected_by_distinct;
 
-    /// [`AggKind`](crate::aggregate::AggKind)s that are simply cannot 2-phased.
+    /// [`AggType`](crate::aggregate::AggType)s that are simply cannot 2-phased.
     #[macro_export]
     macro_rules! simply_cannot_two_phase {
         () => {
-            AggKind::Builtin(
+            AggType::Builtin(
                 PbAggKind::StringAgg
                     | PbAggKind::ApproxCountDistinct
                     | PbAggKind::ArrayAgg
@@ -405,18 +405,18 @@ pub mod agg_kinds {
                     | PbAggKind::BitAnd
                     | PbAggKind::BitOr
             )
-            | AggKind::UserDefined(_)
-            | AggKind::WrapScalar(_)
+            | AggType::UserDefined(_)
+            | AggType::WrapScalar(_)
         };
     }
     pub use simply_cannot_two_phase;
 
-    /// [`AggKind`](super::AggKind)s that are implemented with a single value state (so-called
+    /// [`AggType`](super::AggType)s that are implemented with a single value state (so-called
     /// stateless).
     #[macro_export]
     macro_rules! single_value_state {
         () => {
-            AggKind::Builtin(
+            AggType::Builtin(
                 PbAggKind::Sum
                     | PbAggKind::Sum0
                     | PbAggKind::Count
@@ -428,26 +428,26 @@ pub mod agg_kinds {
                     | PbAggKind::ApproxCountDistinct
                     | PbAggKind::InternalLastSeenValue
                     | PbAggKind::ApproxPercentile,
-            ) | AggKind::UserDefined(_)
+            ) | AggType::UserDefined(_)
         };
     }
     pub use single_value_state;
 
-    /// [`AggKind`](super::AggKind)s that are implemented with a single value state (so-called
+    /// [`AggType`](super::AggType)s that are implemented with a single value state (so-called
     /// stateless) iff the input is append-only.
     #[macro_export]
     macro_rules! single_value_state_iff_in_append_only {
         () => {
-            AggKind::Builtin(PbAggKind::Max | PbAggKind::Min)
+            AggType::Builtin(PbAggKind::Max | PbAggKind::Min)
         };
     }
     pub use single_value_state_iff_in_append_only;
 
-    /// [`AggKind`](super::AggKind)s that are implemented with a materialized input state.
+    /// [`AggType`](super::AggType)s that are implemented with a materialized input state.
     #[macro_export]
     macro_rules! materialized_input_state {
         () => {
-            AggKind::Builtin(
+            AggType::Builtin(
                 PbAggKind::Min
                     | PbAggKind::Max
                     | PbAggKind::FirstValue
@@ -456,7 +456,7 @@ pub mod agg_kinds {
                     | PbAggKind::ArrayAgg
                     | PbAggKind::JsonbAgg
                     | PbAggKind::JsonbObjectAgg,
-            ) | AggKind::WrapScalar(_)
+            ) | AggType::WrapScalar(_)
         };
     }
     pub use materialized_input_state;
@@ -465,7 +465,7 @@ pub mod agg_kinds {
     #[macro_export]
     macro_rules! ordered_set {
         () => {
-            AggKind::Builtin(
+            AggType::Builtin(
                 PbAggKind::PercentileCont
                     | PbAggKind::PercentileDisc
                     | PbAggKind::Mode
@@ -476,24 +476,24 @@ pub mod agg_kinds {
     pub use ordered_set;
 }
 
-impl AggKind {
+impl AggType {
     /// Get the total phase agg kind from the partial phase agg kind.
     pub fn partial_to_total(&self) -> Option<Self> {
         match self {
-            AggKind::Builtin(
+            AggType::Builtin(
                 PbAggKind::BitXor
                 | PbAggKind::Min
                 | PbAggKind::Max
                 | PbAggKind::Sum
                 | PbAggKind::InternalLastSeenValue,
             ) => Some(self.clone()),
-            AggKind::Builtin(PbAggKind::Sum0 | PbAggKind::Count) => {
+            AggType::Builtin(PbAggKind::Sum0 | PbAggKind::Count) => {
                 Some(Self::Builtin(PbAggKind::Sum0))
             }
-            agg_kinds::simply_cannot_two_phase!() => None,
-            agg_kinds::rewritten!() => None,
+            agg_types::simply_cannot_two_phase!() => None,
+            agg_types::rewritten!() => None,
             // invalid variants
-            AggKind::Builtin(
+            AggType::Builtin(
                 PbAggKind::Unspecified | PbAggKind::UserDefined | PbAggKind::WrapScalar,
             ) => None,
         }
diff --git a/src/expr/core/src/aggregate/mod.rs b/src/expr/core/src/aggregate/mod.rs
index e77c549a99db0..436b96b418ce4 100644
--- a/src/expr/core/src/aggregate/mod.rs
+++ b/src/expr/core/src/aggregate/mod.rs
@@ -146,17 +146,17 @@ pub fn build_retractable(agg: &AggCall) -> Result<BoxedAggregateFunction> {
 /// `AggCall`. Such operations should be done in batch or streaming executors.
 pub fn build(agg: &AggCall, prefer_append_only: bool) -> Result<BoxedAggregateFunction> {
     // handle special kinds
-    let kind = match &agg.kind {
-        AggKind::UserDefined(udf) => {
+    let kind = match &agg.agg_type {
+        AggType::UserDefined(udf) => {
             return user_defined::new_user_defined(&agg.return_type, udf);
         }
-        AggKind::WrapScalar(scalar) => {
+        AggType::WrapScalar(scalar) => {
             return Ok(Box::new(scalar_wrapper::ScalarWrapper::new(
                 agg.args.arg_types()[0].clone(),
                 build_from_prost(scalar)?,
             )));
         }
-        AggKind::Builtin(kind) => kind,
+        AggType::Builtin(kind) => kind,
     };
 
     // find the signature for builtin aggregation
diff --git a/src/expr/core/src/sig/mod.rs b/src/expr/core/src/sig/mod.rs
index aae3802489d09..fc15cfce36098 100644
--- a/src/expr/core/src/sig/mod.rs
+++ b/src/expr/core/src/sig/mod.rs
@@ -21,7 +21,7 @@ use std::sync::LazyLock;
 
 use itertools::Itertools;
 use risingwave_common::types::DataType;
-use risingwave_pb::expr::agg_call::PbType as AggregateFunctionType;
+use risingwave_pb::expr::agg_call::PbKind as PbAggKind;
 use risingwave_pb::expr::expr_node::PbType as ScalarFunctionType;
 use risingwave_pb::expr::table_function::PbType as TableFunctionType;
 
@@ -354,7 +354,7 @@ impl FuncSign {
 pub enum FuncName {
     Scalar(ScalarFunctionType),
     Table(TableFunctionType),
-    Aggregate(AggregateFunctionType),
+    Aggregate(PbAggKind),
     Udf(String),
 }
 
@@ -370,8 +370,8 @@ impl From<TableFunctionType> for FuncName {
     }
 }
 
-impl From<AggregateFunctionType> for FuncName {
-    fn from(ty: AggregateFunctionType) -> Self {
+impl From<PbAggKind> for FuncName {
+    fn from(ty: PbAggKind) -> Self {
         Self::Aggregate(ty)
     }
 }
@@ -405,9 +405,9 @@ impl FuncName {
         }
     }
 
-    pub fn as_aggregate(&self) -> AggregateFunctionType {
+    pub fn as_aggregate(&self) -> PbAggKind {
         match self {
-            Self::Aggregate(ty) => *ty,
+            Self::Aggregate(kind) => *kind,
             _ => panic!("Expected an aggregate function"),
         }
     }
diff --git a/src/expr/core/src/window_function/kind.rs b/src/expr/core/src/window_function/kind.rs
index 3042facb5cffc..32c5f746020d0 100644
--- a/src/expr/core/src/window_function/kind.rs
+++ b/src/expr/core/src/window_function/kind.rs
@@ -15,7 +15,7 @@
 use parse_display::{Display, FromStr};
 use risingwave_common::bail;
 
-use crate::aggregate::AggKind;
+use crate::aggregate::AggType;
 use crate::Result;
 
 /// Kind of window functions.
@@ -31,14 +31,14 @@ pub enum WindowFuncKind {
 
     // Aggregate functions that are used with `OVER`.
     #[display("{0}")]
-    Aggregate(AggKind),
+    Aggregate(AggType),
 }
 
 impl WindowFuncKind {
     pub fn from_protobuf(
         window_function_type: &risingwave_pb::expr::window_function::PbType,
     ) -> Result<Self> {
-        use risingwave_pb::expr::agg_call::PbType as PbAggType;
+        use risingwave_pb::expr::agg_call::PbKind as PbAggKind;
         use risingwave_pb::expr::window_function::{PbGeneralType, PbType};
 
         let kind = match window_function_type {
@@ -51,9 +51,9 @@ impl WindowFuncKind {
                 Ok(PbGeneralType::Lead) => Self::Lead,
                 Err(_) => bail!("no such window function type"),
             },
-            PbType::Aggregate(agg_type) => match PbAggType::try_from(*agg_type) {
+            PbType::Aggregate(agg_type) => match PbAggKind::try_from(*agg_type) {
                 // TODO(runji): support UDAF and wrapped scalar functions
-                Ok(agg_type) => Self::Aggregate(AggKind::from_protobuf(agg_type, None, None)?),
+                Ok(agg_type) => Self::Aggregate(AggType::from_protobuf(agg_type, None, None)?),
                 Err(_) => bail!("no such aggregate function type"),
             },
         };
diff --git a/src/expr/impl/benches/expr.rs b/src/expr/impl/benches/expr.rs
index 06cf18e4fbd0c..a8895435a6a80 100644
--- a/src/expr/impl/benches/expr.rs
+++ b/src/expr/impl/benches/expr.rs
@@ -395,7 +395,7 @@ fn bench_expr(c: &mut Criterion) {
             continue;
         }
         let agg = match build_append_only(&AggCall {
-            kind: sig.name.as_aggregate().into(),
+            agg_type: sig.name.as_aggregate().into(),
             args: sig
                 .inputs_type
                 .iter()
diff --git a/src/expr/impl/src/window_function/aggregate.rs b/src/expr/impl/src/window_function/aggregate.rs
index da30d35a4e3e8..9a30d103ade1a 100644
--- a/src/expr/impl/src/window_function/aggregate.rs
+++ b/src/expr/impl/src/window_function/aggregate.rs
@@ -21,7 +21,7 @@ use risingwave_common::util::iter_util::ZipEqFast;
 use risingwave_common::{bail, must_match};
 use risingwave_common_estimate_size::{EstimateSize, KvSize};
 use risingwave_expr::aggregate::{
-    AggCall, AggKind, AggregateFunction, AggregateState as AggImplState, BoxedAggregateFunction,
+    AggCall, AggType, AggregateFunction, AggregateState as AggImplState, BoxedAggregateFunction,
 };
 use risingwave_expr::sig::FUNCTION_REGISTRY;
 use risingwave_expr::window_function::{
@@ -50,10 +50,10 @@ pub(super) fn new(call: &WindowFuncCall) -> Result<BoxedWindowState> {
     if call.frame.bounds.validate().is_err() {
         bail!("the window frame must be valid");
     }
-    let agg_kind = must_match!(&call.kind, WindowFuncKind::Aggregate(agg_kind) => agg_kind);
+    let agg_type = must_match!(&call.kind, WindowFuncKind::Aggregate(agg_type) => agg_type);
     let arg_data_types = call.args.arg_types().to_vec();
     let agg_call = AggCall {
-        kind: agg_kind.clone(),
+        agg_type: agg_type.clone(),
         args: call.args.clone(),
         return_type: call.return_type.clone(),
         column_orders: Vec::new(), // the input is already sorted
@@ -64,7 +64,7 @@ pub(super) fn new(call: &WindowFuncCall) -> Result<BoxedWindowState> {
         direct_args: vec![],
     };
     // TODO(runji): support UDAF and wrapped scalar function
-    let agg_kind = must_match!(agg_kind, AggKind::Builtin(agg_kind) => agg_kind);
+    let agg_kind = must_match!(agg_type, AggType::Builtin(agg_kind) => agg_kind);
     let agg_func_sig = FUNCTION_REGISTRY
         .get(*agg_kind, &arg_data_types, &call.return_type)
         .expect("the agg func must exist");
diff --git a/src/expr/macro/src/gen.rs b/src/expr/macro/src/gen.rs
index ce5c8a884abdf..8057f653c8d82 100644
--- a/src/expr/macro/src/gen.rs
+++ b/src/expr/macro/src/gen.rs
@@ -668,7 +668,7 @@ impl FunctionAttr {
             true => self.append_only,
         };
 
-        let pb_type = format_ident!("{}", utils::to_camel_case(&name));
+        let pb_kind = format_ident!("{}", utils::to_camel_case(&name));
         let ctor_name = match append_only {
             false => format_ident!("{}", self.ident_name()),
             true => format_ident!("{}_append_only", self.ident_name()),
@@ -707,7 +707,7 @@ impl FunctionAttr {
                 use risingwave_expr::sig::{FuncSign, SigDataType, FuncBuilder};
 
                 FuncSign {
-                    name: risingwave_pb::expr::agg_call::Type::#pb_type.into(),
+                    name: risingwave_pb::expr::agg_call::PbKind::#pb_kind.into(),
                     inputs_type: vec![#(#args),*],
                     variadic: false,
                     ret_type: #ret,
diff --git a/src/frontend/planner_test/tests/testdata/input/share.yaml b/src/frontend/planner_test/tests/testdata/input/share.yaml
index efadb03e2d439..91217f52d3851 100644
--- a/src/frontend/planner_test/tests/testdata/input/share.yaml
+++ b/src/frontend/planner_test/tests/testdata/input/share.yaml
@@ -14,6 +14,7 @@
     nexmark.split.num = '4',
     nexmark.min.event.gap.in.ns = '1000'
     );
+    create table table_for_fixed_now_timestamp;
   expected_outputs: []
 - id: self_join
   before:
diff --git a/src/frontend/planner_test/tests/testdata/output/share.yaml b/src/frontend/planner_test/tests/testdata/output/share.yaml
index 2cf3aee9fe043..b9a7fe05b6681 100644
--- a/src/frontend/planner_test/tests/testdata/output/share.yaml
+++ b/src/frontend/planner_test/tests/testdata/output/share.yaml
@@ -15,6 +15,7 @@
     nexmark.split.num = '4',
     nexmark.min.event.gap.in.ns = '1000'
     );
+    create table table_for_fixed_now_timestamp;
 - id: self_join
   before:
   - create_sources
diff --git a/src/frontend/src/binder/expr/function/aggregate.rs b/src/frontend/src/binder/expr/function/aggregate.rs
index 1899846f7a450..3dec3add1b8a9 100644
--- a/src/frontend/src/binder/expr/function/aggregate.rs
+++ b/src/frontend/src/binder/expr/function/aggregate.rs
@@ -15,7 +15,7 @@
 use itertools::Itertools;
 use risingwave_common::types::{DataType, ScalarImpl};
 use risingwave_common::{bail, bail_not_implemented};
-use risingwave_expr::aggregate::{agg_kinds, AggKind, PbAggKind};
+use risingwave_expr::aggregate::{agg_types, AggType, PbAggKind};
 use risingwave_sqlparser::ast::{self, FunctionArgExpr};
 
 use crate::binder::Clause;
@@ -48,7 +48,7 @@ impl Binder {
 
     pub(super) fn bind_aggregate_function(
         &mut self,
-        kind: AggKind,
+        agg_type: AggType,
         distinct: bool,
         args: Vec<ExprImpl>,
         order_by: Vec<ast::OrderByExpr>,
@@ -57,10 +57,10 @@ impl Binder {
     ) -> Result<ExprImpl> {
         self.ensure_aggregate_allowed()?;
 
-        let (direct_args, args, order_by) = if matches!(kind, agg_kinds::ordered_set!()) {
-            self.bind_ordered_set_agg(&kind, distinct, args, order_by, within_group)?
+        let (direct_args, args, order_by) = if matches!(agg_type, agg_types::ordered_set!()) {
+            self.bind_ordered_set_agg(&agg_type, distinct, args, order_by, within_group)?
         } else {
-            self.bind_normal_agg(&kind, distinct, args, order_by, within_group)?
+            self.bind_normal_agg(&agg_type, distinct, args, order_by, within_group)?
         };
 
         let filter = match filter {
@@ -86,7 +86,7 @@ impl Binder {
         };
 
         Ok(ExprImpl::AggCall(Box::new(AggCall::new(
-            kind,
+            agg_type,
             args,
             distinct,
             order_by,
@@ -97,7 +97,7 @@ impl Binder {
 
     fn bind_ordered_set_agg(
         &mut self,
-        kind: &AggKind,
+        kind: &AggType,
         distinct: bool,
         args: Vec<ExprImpl>,
         order_by: Vec<ast::OrderByExpr>,
@@ -107,7 +107,7 @@ impl Binder {
         // aggregate_name ( [ expression [ , ... ] ] ) WITHIN GROUP ( order_by_clause ) [ FILTER
         // ( WHERE filter_clause ) ]
 
-        assert!(matches!(kind, agg_kinds::ordered_set!()));
+        assert!(matches!(kind, agg_types::ordered_set!()));
 
         if !order_by.is_empty() {
             return Err(ErrorCode::InvalidInputSyntax(format!(
@@ -138,10 +138,10 @@ impl Binder {
 
         // check signature and do implicit cast
         match (kind, direct_args.len(), args.as_mut_slice()) {
-            (AggKind::Builtin(PbAggKind::PercentileCont | PbAggKind::PercentileDisc), 1, [arg]) => {
+            (AggType::Builtin(PbAggKind::PercentileCont | PbAggKind::PercentileDisc), 1, [arg]) => {
                 let fraction = &mut direct_args[0];
                 decimal_to_float64(fraction, kind)?;
-                if matches!(&kind, AggKind::Builtin(PbAggKind::PercentileCont)) {
+                if matches!(&kind, AggType::Builtin(PbAggKind::PercentileCont)) {
                     arg.cast_implicit_mut(DataType::Float64).map_err(|_| {
                         ErrorCode::InvalidInputSyntax(format!(
                             "arg in `{}` must be castable to float64",
@@ -150,8 +150,8 @@ impl Binder {
                     })?;
                 }
             }
-            (AggKind::Builtin(PbAggKind::Mode), 0, [_arg]) => {}
-            (AggKind::Builtin(PbAggKind::ApproxPercentile), 1..=2, [_percentile_col]) => {
+            (AggType::Builtin(PbAggKind::Mode), 0, [_arg]) => {}
+            (AggType::Builtin(PbAggKind::ApproxPercentile), 1..=2, [_percentile_col]) => {
                 let percentile = &mut direct_args[0];
                 decimal_to_float64(percentile, kind)?;
                 match direct_args.len() {
@@ -207,7 +207,7 @@ impl Binder {
 
     fn bind_normal_agg(
         &mut self,
-        kind: &AggKind,
+        kind: &AggType,
         distinct: bool,
         args: Vec<ExprImpl>,
         order_by: Vec<ast::OrderByExpr>,
@@ -222,7 +222,7 @@ impl Binder {
         //   filter_clause ) ]
         // aggregate_name ( * ) [ FILTER ( WHERE filter_clause ) ]
 
-        assert!(!matches!(kind, agg_kinds::ordered_set!()));
+        assert!(!matches!(kind, agg_types::ordered_set!()));
 
         if within_group.is_some() {
             return Err(ErrorCode::InvalidInputSyntax(format!(
@@ -242,8 +242,8 @@ impl Binder {
         if distinct {
             if matches!(
                 kind,
-                AggKind::Builtin(PbAggKind::ApproxCountDistinct)
-                    | AggKind::Builtin(PbAggKind::ApproxPercentile)
+                AggType::Builtin(PbAggKind::ApproxCountDistinct)
+                    | AggType::Builtin(PbAggKind::ApproxPercentile)
             ) {
                 return Err(ErrorCode::InvalidInputSyntax(format!(
                     "DISTINCT is not allowed for approximate aggregation `{}`",
@@ -283,7 +283,7 @@ impl Binder {
     }
 }
 
-fn decimal_to_float64(decimal_expr: &mut ExprImpl, kind: &AggKind) -> Result<()> {
+fn decimal_to_float64(decimal_expr: &mut ExprImpl, kind: &AggType) -> Result<()> {
     if decimal_expr.cast_implicit_mut(DataType::Float64).is_err() {
         return Err(ErrorCode::InvalidInputSyntax(format!(
             "direct arg in `{}` must be castable to float64",
diff --git a/src/frontend/src/binder/expr/function/mod.rs b/src/frontend/src/binder/expr/function/mod.rs
index 3505f14936c7d..5d3dfb79300d2 100644
--- a/src/frontend/src/binder/expr/function/mod.rs
+++ b/src/frontend/src/binder/expr/function/mod.rs
@@ -20,7 +20,7 @@ use itertools::Itertools;
 use risingwave_common::bail_not_implemented;
 use risingwave_common::catalog::{INFORMATION_SCHEMA_SCHEMA_NAME, PG_CATALOG_SCHEMA_NAME};
 use risingwave_common::types::DataType;
-use risingwave_expr::aggregate::AggKind;
+use risingwave_expr::aggregate::AggType;
 use risingwave_expr::window_function::WindowFuncKind;
 use risingwave_sqlparser::ast::{self, Function, FunctionArg, FunctionArgExpr, Ident};
 use risingwave_sqlparser::parser::ParserError;
@@ -153,7 +153,7 @@ impl Binder {
             .flatten_ok()
             .try_collect()?;
 
-        let wrapped_agg_kind = if scalar_as_agg {
+        let wrapped_agg_type = if scalar_as_agg {
             // Let's firstly try to apply the `AGGREGATE:` prefix.
             // We will reject functions that are not able to be wrapped as aggregate function.
             let mut array_args = args
@@ -182,12 +182,12 @@ impl Binder {
             };
 
             // now this is either an aggregate/window function call
-            Some(AggKind::WrapScalar(scalar_func_expr.to_expr_proto()))
+            Some(AggType::WrapScalar(scalar_func_expr.to_expr_proto()))
         } else {
             None
         };
 
-        let udf = if wrapped_agg_kind.is_none()
+        let udf = if wrapped_agg_type.is_none()
             && let Ok(schema) = self.first_valid_schema()
             && let Some(func) = schema
                 .get_function_by_name_inputs(&func_name, &mut args)
@@ -227,15 +227,15 @@ impl Binder {
             None
         };
 
-        let agg_kind = if let Some(wrapped_agg_kind) = wrapped_agg_kind {
-            Some(wrapped_agg_kind)
+        let agg_type = if let Some(wrapped_agg_type) = wrapped_agg_type {
+            Some(wrapped_agg_type)
         } else if let Some(ref udf) = udf
             && udf.kind.is_aggregate()
         {
             assert_ne!(udf.language, "sql", "SQL UDAF is not supported yet");
-            Some(AggKind::UserDefined(udf.as_ref().into()))
-        } else if let Ok(kind) = AggKind::from_str(&func_name) {
-            Some(kind)
+            Some(AggType::UserDefined(udf.as_ref().into()))
+        } else if let Ok(agg_type) = AggType::from_str(&func_name) {
+            Some(agg_type)
         } else {
             None
         };
@@ -259,9 +259,9 @@ impl Binder {
                 "`WITHIN GROUP` is not allowed in window function call"
             );
 
-            let kind = if let Some(agg_kind) = agg_kind {
+            let kind = if let Some(agg_type) = agg_type {
                 // aggregate as window function
-                WindowFuncKind::Aggregate(agg_kind)
+                WindowFuncKind::Aggregate(agg_type)
             } else if let Ok(kind) = WindowFuncKind::from_str(&func_name) {
                 kind
             } else {
@@ -277,13 +277,13 @@ impl Binder {
         );
 
         // try to bind it as an aggregate function call
-        if let Some(agg_kind) = agg_kind {
+        if let Some(agg_type) = agg_type {
             reject_syntax!(
                 arg_list.variadic,
                 "`VARIADIC` is not allowed in aggregate function call"
             );
             return self.bind_aggregate_function(
-                agg_kind,
+                agg_type,
                 arg_list.distinct,
                 args,
                 arg_list.order_by,
diff --git a/src/frontend/src/binder/mod.rs b/src/frontend/src/binder/mod.rs
index 5a4502a18ec05..adb7a1b9d0f2f 100644
--- a/src/frontend/src/binder/mod.rs
+++ b/src/frontend/src/binder/mod.rs
@@ -863,7 +863,7 @@ mod tests {
                             select_items: [
                                 AggCall(
                                     AggCall {
-                                        agg_kind: Builtin(
+                                        agg_type: Builtin(
                                             ApproxPercentile,
                                         ),
                                         return_type: Float64,
diff --git a/src/frontend/src/catalog/catalog_service.rs b/src/frontend/src/catalog/catalog_service.rs
index 061aeb737aa3f..1164df548d5d0 100644
--- a/src/frontend/src/catalog/catalog_service.rs
+++ b/src/frontend/src/catalog/catalog_service.rs
@@ -19,6 +19,7 @@ use parking_lot::lock_api::ArcRwLockReadGuard;
 use parking_lot::{RawRwLock, RwLock};
 use risingwave_common::catalog::{CatalogVersion, FunctionId, IndexId};
 use risingwave_common::util::column_index_mapping::ColIndexMapping;
+use risingwave_hummock_sdk::HummockVersionId;
 use risingwave_pb::catalog::{
     PbComment, PbCreateType, PbDatabase, PbFunction, PbIndex, PbSchema, PbSink, PbSource,
     PbSubscription, PbTable, PbView,
@@ -26,7 +27,7 @@ use risingwave_pb::catalog::{
 use risingwave_pb::ddl_service::alter_owner_request::Object;
 use risingwave_pb::ddl_service::{
     alter_name_request, alter_set_schema_request, create_connection_request, PbReplaceTablePlan,
-    PbTableJobType, ReplaceTablePlan, TableJobType,
+    PbTableJobType, ReplaceTablePlan, TableJobType, WaitVersion,
 };
 use risingwave_pb::meta::PbTableParallelism;
 use risingwave_pb::stream_plan::StreamFragmentGraph;
@@ -36,6 +37,7 @@ use tokio::sync::watch::Receiver;
 use super::root_catalog::Catalog;
 use super::{DatabaseId, SecretId, TableId};
 use crate::error::Result;
+use crate::scheduler::HummockSnapshotManagerRef;
 use crate::user::UserId;
 
 pub type CatalogReadGuard = ArcRwLockReadGuard<RawRwLock, Catalog>;
@@ -216,6 +218,7 @@ pub trait CatalogWriter: Send + Sync {
 pub struct CatalogWriterImpl {
     meta_client: MetaClient,
     catalog_updated_rx: Receiver<CatalogVersion>,
+    hummock_snapshot_manager: HummockSnapshotManagerRef,
 }
 
 #[async_trait::async_trait]
@@ -578,18 +581,26 @@ impl CatalogWriter for CatalogWriterImpl {
 }
 
 impl CatalogWriterImpl {
-    pub fn new(meta_client: MetaClient, catalog_updated_rx: Receiver<CatalogVersion>) -> Self {
+    pub fn new(
+        meta_client: MetaClient,
+        catalog_updated_rx: Receiver<CatalogVersion>,
+        hummock_snapshot_manager: HummockSnapshotManagerRef,
+    ) -> Self {
         Self {
             meta_client,
             catalog_updated_rx,
+            hummock_snapshot_manager,
         }
     }
 
-    async fn wait_version(&self, version: CatalogVersion) -> Result<()> {
+    async fn wait_version(&self, version: WaitVersion) -> Result<()> {
         let mut rx = self.catalog_updated_rx.clone();
-        while *rx.borrow_and_update() < version {
+        while *rx.borrow_and_update() < version.catalog_version {
             rx.changed().await.map_err(|e| anyhow!(e))?;
         }
+        self.hummock_snapshot_manager
+            .wait(HummockVersionId::new(version.hummock_version_id))
+            .await;
         Ok(())
     }
 }
diff --git a/src/frontend/src/catalog/table_catalog.rs b/src/frontend/src/catalog/table_catalog.rs
index a97db5646fe2a..8c33e55a0b164 100644
--- a/src/frontend/src/catalog/table_catalog.rs
+++ b/src/frontend/src/catalog/table_catalog.rs
@@ -20,6 +20,7 @@ use risingwave_common::catalog::{
     ColumnCatalog, ConflictBehavior, CreateType, Field, Schema, StreamJobStatus, TableDesc,
     TableId, TableVersionId,
 };
+use risingwave_common::hash::VnodeCountCompat;
 use risingwave_common::util::epoch::Epoch;
 use risingwave_common::util::sort_util::ColumnOrder;
 use risingwave_pb::catalog::table::{OptionalAssociatedSourceId, PbTableType, PbTableVersion};
@@ -170,6 +171,22 @@ pub struct TableCatalog {
     pub initialized_at_cluster_version: Option<String>,
 
     pub cdc_table_id: Option<String>,
+
+    /// Total vnode count of the table.
+    ///
+    /// Can be unset if the catalog is generated by the frontend and not yet persisted. This is
+    /// because the vnode count of each fragment (then internal tables) is determined by the
+    /// meta service. See also [`StreamMaterialize::derive_table_catalog`] and
+    /// [`TableCatalogBuilder::build`].
+    ///
+    /// On the contrary, if this comes from a [`PbTable`], the field must be `Some` no matter
+    /// whether the table is created before or after the version we introduced variable vnode
+    /// count support. This is because we've already handled backward compatibility during
+    /// conversion.
+    ///
+    /// [`StreamMaterialize::derive_table_catalog`]: crate::optimizer::plan_node::StreamMaterialize::derive_table_catalog
+    /// [`TableCatalogBuilder::build`]: crate::optimizer::plan_node::utils::TableCatalogBuilder::build
+    pub vnode_count: Option<usize>,
 }
 
 #[derive(Copy, Clone, Debug, PartialEq, Eq, Hash)]
@@ -330,6 +347,9 @@ impl TableCatalog {
     }
 
     /// Get a [`TableDesc`] of the table.
+    ///
+    /// Note: this must be called on existing tables, otherwise it will fail to get the vnode count
+    /// (which is determined by the meta service) and panic.
     pub fn table_desc(&self) -> TableDesc {
         use risingwave_common::catalog::TableOption;
 
@@ -348,6 +368,7 @@ impl TableCatalog {
             watermark_columns: self.watermark_columns.clone(),
             versioned: self.version.is_some(),
             vnode_col_index: self.vnode_col_index,
+            vnode_count: self.vnode_count(),
         }
     }
 
@@ -383,6 +404,14 @@ impl TableCatalog {
         self.version().map(|v| v.version_id)
     }
 
+    /// Get the total vnode count of the table.
+    ///
+    /// Panics if it's called on an incomplete (and not yet persisted) table catalog.
+    pub fn vnode_count(&self) -> usize {
+        self.vnode_count
+            .expect("vnode count unset, called on an incomplete table catalog?")
+    }
+
     pub fn to_prost(&self, schema_id: SchemaId, database_id: DatabaseId) -> PbTable {
         PbTable {
             id: self.id.table_id,
@@ -428,6 +457,7 @@ impl TableCatalog {
             initialized_at_cluster_version: self.initialized_at_cluster_version.clone(),
             retention_seconds: self.retention_seconds,
             cdc_table_id: self.cdc_table_id.clone(),
+            maybe_vnode_count: self.vnode_count.map(|v| v as _),
         }
     }
 
@@ -533,6 +563,8 @@ impl From<PbTable> for TableCatalog {
             OptionalAssociatedSourceId::AssociatedSourceId(id) => id,
         });
         let name = tb.name.clone();
+        let vnode_count = tb.vnode_count();
+
         let mut col_names = HashSet::new();
         let mut col_index: HashMap<i32, usize> = HashMap::new();
 
@@ -602,6 +634,7 @@ impl From<PbTable> for TableCatalog {
                 .map(TableId::from)
                 .collect_vec(),
             cdc_table_id: tb.cdc_table_id,
+            vnode_count: Some(vnode_count), /* from existing (persisted) tables, vnode_count must be set */
         }
     }
 }
@@ -692,6 +725,7 @@ mod tests {
             initialized_at_cluster_version: None,
             version_column_index: None,
             cdc_table_id: None,
+            maybe_vnode_count: Some(233),
         }
         .into();
 
@@ -755,6 +789,7 @@ mod tests {
                 dependent_relations: vec![],
                 version_column_index: None,
                 cdc_table_id: None,
+                vnode_count: Some(233),
             }
         );
         assert_eq!(table, TableCatalog::from(table.to_prost(0, 0)));
diff --git a/src/frontend/src/expr/agg_call.rs b/src/frontend/src/expr/agg_call.rs
index 452d37652d341..3d298c90652a0 100644
--- a/src/frontend/src/expr/agg_call.rs
+++ b/src/frontend/src/expr/agg_call.rs
@@ -13,7 +13,7 @@
 // limitations under the License.
 
 use risingwave_common::types::DataType;
-use risingwave_expr::aggregate::AggKind;
+use risingwave_expr::aggregate::AggType;
 
 use super::{infer_type, Expr, ExprImpl, Literal, OrderBy};
 use crate::error::Result;
@@ -21,7 +21,7 @@ use crate::utils::Condition;
 
 #[derive(Clone, Eq, PartialEq, Hash)]
 pub struct AggCall {
-    pub agg_kind: AggKind,
+    pub agg_type: AggType,
     pub return_type: DataType,
     pub args: Vec<ExprImpl>,
     pub distinct: bool,
@@ -34,7 +34,7 @@ impl std::fmt::Debug for AggCall {
     fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
         if f.alternate() {
             f.debug_struct("AggCall")
-                .field("agg_kind", &self.agg_kind)
+                .field("agg_type", &self.agg_type)
                 .field("return_type", &self.return_type)
                 .field("args", &self.args)
                 .field("filter", &self.filter)
@@ -43,7 +43,7 @@ impl std::fmt::Debug for AggCall {
                 .field("direct_args", &self.direct_args)
                 .finish()
         } else {
-            let mut builder = f.debug_tuple(&format!("{}", self.agg_kind));
+            let mut builder = f.debug_tuple(&format!("{}", self.agg_type));
             self.args.iter().for_each(|child| {
                 builder.field(child);
             });
@@ -56,20 +56,20 @@ impl AggCall {
     /// Returns error if the function name matches with an existing function
     /// but with illegal arguments.
     pub fn new(
-        agg_kind: AggKind,
+        agg_type: AggType,
         mut args: Vec<ExprImpl>,
         distinct: bool,
         order_by: OrderBy,
         filter: Condition,
         direct_args: Vec<Literal>,
     ) -> Result<Self> {
-        let return_type = match &agg_kind {
-            AggKind::Builtin(kind) => infer_type((*kind).into(), &mut args)?,
-            AggKind::UserDefined(udf) => udf.return_type.as_ref().unwrap().into(),
-            AggKind::WrapScalar(expr) => expr.return_type.as_ref().unwrap().into(),
+        let return_type = match &agg_type {
+            AggType::Builtin(kind) => infer_type((*kind).into(), &mut args)?,
+            AggType::UserDefined(udf) => udf.return_type.as_ref().unwrap().into(),
+            AggType::WrapScalar(expr) => expr.return_type.as_ref().unwrap().into(),
         };
         Ok(AggCall {
-            agg_kind,
+            agg_type,
             return_type,
             args,
             distinct,
@@ -81,12 +81,12 @@ impl AggCall {
 
     /// Constructs an `AggCall` without type inference.
     pub fn new_unchecked(
-        agg_kind: AggKind,
+        agg_type: AggType,
         args: Vec<ExprImpl>,
         return_type: DataType,
     ) -> Result<Self> {
         Ok(AggCall {
-            agg_kind,
+            agg_type,
             return_type,
             args,
             distinct: false,
@@ -96,8 +96,8 @@ impl AggCall {
         })
     }
 
-    pub fn agg_kind(&self) -> AggKind {
-        self.agg_kind.clone()
+    pub fn agg_type(&self) -> AggType {
+        self.agg_type.clone()
     }
 
     /// Get a reference to the agg call's arguments.
diff --git a/src/frontend/src/expr/expr_rewriter.rs b/src/frontend/src/expr/expr_rewriter.rs
index ccbf1b329bba5..15737f6528098 100644
--- a/src/frontend/src/expr/expr_rewriter.rs
+++ b/src/frontend/src/expr/expr_rewriter.rs
@@ -87,7 +87,7 @@ pub trait ExprRewriter {
 
     fn rewrite_agg_call(&mut self, agg_call: AggCall) -> ExprImpl {
         let AggCall {
-            agg_kind,
+            agg_type,
             return_type,
             args,
             distinct,
@@ -102,7 +102,7 @@ pub trait ExprRewriter {
         let order_by = order_by.rewrite_expr(self);
         let filter = filter.rewrite_expr(self);
         AggCall {
-            agg_kind,
+            agg_type,
             return_type,
             args,
             distinct,
diff --git a/src/frontend/src/expr/type_inference/func.rs b/src/frontend/src/expr/type_inference/func.rs
index 9ed7530499921..08825f6748bb1 100644
--- a/src/frontend/src/expr/type_inference/func.rs
+++ b/src/frontend/src/expr/type_inference/func.rs
@@ -19,7 +19,7 @@ use risingwave_common::hash::VirtualNode;
 use risingwave_common::types::{DataType, StructType};
 use risingwave_common::util::iter_util::ZipEqFast;
 pub use risingwave_expr::sig::*;
-use risingwave_pb::expr::agg_call::PbType as PbAggKind;
+use risingwave_pb::expr::agg_call::PbKind as PbAggKind;
 use risingwave_pb::expr::table_function::PbType as PbTableFuncType;
 
 use super::{align_types, cast_ok_base, CastContext};
diff --git a/src/frontend/src/expr/window_function.rs b/src/frontend/src/expr/window_function.rs
index 8f2e6c66728dd..e8e03e31606ce 100644
--- a/src/frontend/src/expr/window_function.rs
+++ b/src/frontend/src/expr/window_function.rs
@@ -15,7 +15,7 @@
 use itertools::Itertools;
 use risingwave_common::bail_not_implemented;
 use risingwave_common::types::DataType;
-use risingwave_expr::aggregate::AggKind;
+use risingwave_expr::aggregate::AggType;
 use risingwave_expr::window_function::{Frame, WindowFuncKind};
 
 use super::{Expr, ExprImpl, OrderBy, RwResult};
@@ -87,10 +87,10 @@ impl WindowFunction {
                 );
             }
 
-            (Aggregate(agg_kind), args) => Ok(match agg_kind {
-                AggKind::Builtin(kind) => infer_type((*kind).into(), args)?,
-                AggKind::UserDefined(udf) => udf.return_type.as_ref().unwrap().into(),
-                AggKind::WrapScalar(expr) => expr.return_type.as_ref().unwrap().into(),
+            (Aggregate(agg_type), args) => Ok(match agg_type {
+                AggType::Builtin(kind) => infer_type((*kind).into(), args)?,
+                AggType::UserDefined(udf) => udf.return_type.as_ref().unwrap().into(),
+                AggType::WrapScalar(expr) => expr.return_type.as_ref().unwrap().into(),
             }),
 
             (_, args) => {
diff --git a/src/frontend/src/handler/alter_parallelism.rs b/src/frontend/src/handler/alter_parallelism.rs
index ee3c26708908c..8c3dbd6e419cd 100644
--- a/src/frontend/src/handler/alter_parallelism.rs
+++ b/src/frontend/src/handler/alter_parallelism.rs
@@ -103,7 +103,8 @@ pub async fn handle_alter_parallelism(
         .filter(|w| w.is_streaming_schedulable())
         .map(|w| w.parallelism)
         .sum::<u32>();
-    // TODO(var-vnode): use vnode count from config
+    // TODO(var-vnode): get max parallelism from catalogs.
+    // Although the meta service will clamp the value for us, we should still check it here for better UI.
     let max_parallelism = VirtualNode::COUNT;
 
     let mut builder = RwPgResponse::builder(stmt_type);
diff --git a/src/frontend/src/handler/alter_table_column.rs b/src/frontend/src/handler/alter_table_column.rs
index 4fd624929a175..e9ecb5713cb10 100644
--- a/src/frontend/src/handler/alter_table_column.rs
+++ b/src/frontend/src/handler/alter_table_column.rs
@@ -191,7 +191,7 @@ pub async fn get_replace_table_plan(
         panic!("unexpected statement type: {:?}", definition);
     };
 
-    let (mut graph, mut table, source, job_type) = generate_stream_graph_for_table(
+    let (mut graph, table, source, job_type) = generate_stream_graph_for_table(
         session,
         table_name,
         original_catalog,
@@ -241,7 +241,10 @@ pub async fn get_replace_table_plan(
         )?;
     }
 
+    // Set some fields ourselves so that the meta service does not need to maintain them.
+    let mut table = table;
     table.incoming_sinks = incoming_sink_ids.iter().copied().collect();
+    table.maybe_vnode_count = Some(original_catalog.vnode_count() as _);
 
     Ok((source, table, graph, col_index_mapping, job_type))
 }
diff --git a/src/frontend/src/handler/create_index.rs b/src/frontend/src/handler/create_index.rs
index a6cc1e20548f7..4b32bedc01ea2 100644
--- a/src/frontend/src/handler/create_index.rs
+++ b/src/frontend/src/handler/create_index.rs
@@ -233,7 +233,7 @@ pub(crate) fn gen_create_index_plan(
         })
         .collect();
     let index_item = build_index_item(
-        index_table.table_desc().into(),
+        index_table,
         table.name(),
         table_desc,
         index_columns_ordered_expr,
@@ -269,7 +269,7 @@ pub(crate) fn gen_create_index_plan(
 }
 
 fn build_index_item(
-    index_table_desc: Rc<TableDesc>,
+    index_table: &TableCatalog,
     primary_table_name: &str,
     primary_table_desc: Rc<TableDesc>,
     index_columns: Vec<(ExprImpl, OrderType)>,
@@ -288,9 +288,10 @@ fn build_index_item(
         .into_iter()
         .map(|(expr, _)| expr.to_expr_proto())
         .chain(
-            index_table_desc
+            index_table
                 .columns
                 .iter()
+                .map(|c| &c.column_desc)
                 .skip(index_columns_len)
                 .map(|x| {
                     let name = if x.name.starts_with(&primary_table_name_prefix) {
diff --git a/src/frontend/src/handler/declare_cursor.rs b/src/frontend/src/handler/declare_cursor.rs
index 3a1f33c8eab72..8c521be2adacc 100644
--- a/src/frontend/src/handler/declare_cursor.rs
+++ b/src/frontend/src/handler/declare_cursor.rs
@@ -157,6 +157,7 @@ pub async fn create_chunk_stream_for_cursor(
         plan_fragmenter,
         query_mode,
         schema,
+        read_storage_tables,
         ..
     } = plan_fragmenter_result;
 
@@ -169,10 +170,22 @@ pub async fn create_chunk_stream_for_cursor(
         match query_mode {
             QueryMode::Auto => unreachable!(),
             QueryMode::Local => CursorDataChunkStream::LocalDataChunk(Some(
-                local_execute(session.clone(), query, can_timeout_cancel).await?,
+                local_execute(
+                    session.clone(),
+                    query,
+                    can_timeout_cancel,
+                    &read_storage_tables,
+                )
+                .await?,
             )),
             QueryMode::Distributed => CursorDataChunkStream::DistributedDataChunk(Some(
-                distribute_execute(session.clone(), query, can_timeout_cancel).await?,
+                distribute_execute(
+                    session.clone(),
+                    query,
+                    can_timeout_cancel,
+                    read_storage_tables,
+                )
+                .await?,
             )),
         },
         schema.fields.clone(),
diff --git a/src/frontend/src/handler/flush.rs b/src/frontend/src/handler/flush.rs
index 784fbb393c916..58e5a305e8ad4 100644
--- a/src/frontend/src/handler/flush.rs
+++ b/src/frontend/src/handler/flush.rs
@@ -26,14 +26,14 @@ pub(super) async fn handle_flush(handler_args: HandlerArgs) -> Result<RwPgRespon
 
 pub(crate) async fn do_flush(session: &SessionImpl) -> Result<()> {
     let client = session.env().meta_client();
-    let snapshot = client.flush(true).await?;
+    let version_id = client.flush(true).await?;
 
     // Wait for the snapshot to be synchronized, so that future reads in this session can see
     // previous writes.
     session
         .env()
         .hummock_snapshot_manager()
-        .wait(snapshot)
+        .wait(version_id)
         .await;
 
     Ok(())
diff --git a/src/frontend/src/handler/query.rs b/src/frontend/src/handler/query.rs
index 480bb1c7f6563..a8201d3c40cc6 100644
--- a/src/frontend/src/handler/query.rs
+++ b/src/frontend/src/handler/query.rs
@@ -38,8 +38,8 @@ use crate::handler::util::{to_pg_field, DataChunkToRowSetAdapter};
 use crate::handler::HandlerArgs;
 use crate::optimizer::plan_node::Explain;
 use crate::optimizer::{
-    ExecutionModeDecider, OptimizerContext, OptimizerContextRef, RelationCollectorVisitor,
-    SysTableVisitor,
+    ExecutionModeDecider, OptimizerContext, OptimizerContextRef, ReadStorageTableVisitor,
+    RelationCollectorVisitor, SysTableVisitor,
 };
 use crate::planner::Planner;
 use crate::scheduler::plan_fragmenter::Query;
@@ -206,6 +206,7 @@ pub struct BatchQueryPlanResult {
     // subset of the final one. i.e. the final one may contain more implicit dependencies on
     // indices.
     pub(crate) dependent_relations: Vec<TableId>,
+    pub(crate) read_storage_tables: HashSet<TableId>,
 }
 
 fn gen_batch_query_plan(
@@ -230,6 +231,8 @@ fn gen_batch_query_plan(
     let dependent_relations =
         RelationCollectorVisitor::collect_with(dependent_relations, batch_plan.clone());
 
+    let read_storage_tables = ReadStorageTableVisitor::collect(batch_plan.clone());
+
     let must_local = must_run_in_local_mode(batch_plan.clone());
 
     let query_mode = match (must_dist, must_local) {
@@ -260,6 +263,7 @@ fn gen_batch_query_plan(
         schema,
         stmt_type,
         dependent_relations: dependent_relations.into_iter().collect_vec(),
+        read_storage_tables,
     })
 }
 
@@ -311,7 +315,7 @@ pub struct BatchPlanFragmenterResult {
     pub(crate) query_mode: QueryMode,
     pub(crate) schema: Schema,
     pub(crate) stmt_type: StatementType,
-    pub(crate) _dependent_relations: Vec<TableId>,
+    pub(crate) read_storage_tables: HashSet<TableId>,
 }
 
 pub fn gen_batch_plan_fragmenter(
@@ -323,7 +327,8 @@ pub fn gen_batch_plan_fragmenter(
         query_mode,
         schema,
         stmt_type,
-        dependent_relations,
+        read_storage_tables,
+        ..
     } = plan_result;
 
     tracing::trace!(
@@ -347,7 +352,7 @@ pub fn gen_batch_plan_fragmenter(
         query_mode,
         schema,
         stmt_type,
-        _dependent_relations: dependent_relations,
+        read_storage_tables,
     })
 }
 
@@ -361,7 +366,7 @@ pub async fn create_stream(
         query_mode,
         schema,
         stmt_type,
-        ..
+        read_storage_tables,
     } = plan_fragmenter_result;
 
     let mut can_timeout_cancel = true;
@@ -392,7 +397,13 @@ pub async fn create_stream(
     let row_stream = match query_mode {
         QueryMode::Auto => unreachable!(),
         QueryMode::Local => PgResponseStream::LocalQuery(DataChunkToRowSetAdapter::new(
-            local_execute(session.clone(), query, can_timeout_cancel).await?,
+            local_execute(
+                session.clone(),
+                query,
+                can_timeout_cancel,
+                &read_storage_tables,
+            )
+            .await?,
             column_types,
             formats,
             session.clone(),
@@ -400,7 +411,13 @@ pub async fn create_stream(
         // Local mode do not support cancel tasks.
         QueryMode::Distributed => {
             PgResponseStream::DistributedQuery(DataChunkToRowSetAdapter::new(
-                distribute_execute(session.clone(), query, can_timeout_cancel).await?,
+                distribute_execute(
+                    session.clone(),
+                    query,
+                    can_timeout_cancel,
+                    read_storage_tables,
+                )
+                .await?,
                 column_types,
                 formats,
                 session.clone(),
@@ -480,6 +497,7 @@ pub async fn distribute_execute(
     session: Arc<SessionImpl>,
     query: Query,
     can_timeout_cancel: bool,
+    read_storage_tables: HashSet<TableId>,
 ) -> Result<DistributedQueryStream> {
     let timeout = if cfg!(madsim) {
         None
@@ -493,7 +511,7 @@ pub async fn distribute_execute(
     let query_manager = session.env().query_manager().clone();
 
     query_manager
-        .schedule(execution_context, query)
+        .schedule(execution_context, query, read_storage_tables)
         .await
         .map_err(|err| err.into())
 }
@@ -502,6 +520,7 @@ pub async fn local_execute(
     session: Arc<SessionImpl>,
     query: Query,
     can_timeout_cancel: bool,
+    read_storage_tables: &HashSet<TableId>,
 ) -> Result<LocalQueryStream> {
     let timeout = if cfg!(madsim) {
         None
@@ -512,12 +531,18 @@ pub async fn local_execute(
     };
     let front_env = session.env();
 
-    // TODO: if there's no table scan, we don't need to acquire snapshot.
     let snapshot = session.pinned_snapshot();
 
     // TODO: Passing sql here
-    let execution =
-        LocalQueryExecution::new(query, front_env.clone(), "", snapshot, session, timeout);
+    let execution = LocalQueryExecution::new(
+        query,
+        front_env.clone(),
+        "",
+        snapshot.support_barrier_read(),
+        snapshot.batch_query_epoch(read_storage_tables)?,
+        session,
+        timeout,
+    );
 
     Ok(execution.stream_rows())
 }
diff --git a/src/frontend/src/meta_client.rs b/src/frontend/src/meta_client.rs
index aaf4b48744ba0..7fe34f4b43e4e 100644
--- a/src/frontend/src/meta_client.rs
+++ b/src/frontend/src/meta_client.rs
@@ -49,7 +49,7 @@ pub trait FrontendMetaClient: Send + Sync {
     async fn try_unregister(&self);
     async fn get_snapshot(&self) -> Result<HummockSnapshot>;
 
-    async fn flush(&self, checkpoint: bool) -> Result<HummockSnapshot>;
+    async fn flush(&self, checkpoint: bool) -> Result<HummockVersionId>;
 
     async fn wait(&self) -> Result<()>;
 
@@ -136,7 +136,7 @@ impl FrontendMetaClient for FrontendMetaClientImpl {
         self.0.get_snapshot().await
     }
 
-    async fn flush(&self, checkpoint: bool) -> Result<HummockSnapshot> {
+    async fn flush(&self, checkpoint: bool) -> Result<HummockVersionId> {
         self.0.flush(checkpoint).await
     }
 
diff --git a/src/frontend/src/optimizer/mod.rs b/src/frontend/src/optimizer/mod.rs
index de5c3deaf0d6b..00c9dd0cf01b7 100644
--- a/src/frontend/src/optimizer/mod.rs
+++ b/src/frontend/src/optimizer/mod.rs
@@ -29,7 +29,8 @@ pub use plan_rewriter::PlanRewriter;
 mod plan_visitor;
 
 pub use plan_visitor::{
-    ExecutionModeDecider, PlanVisitor, RelationCollectorVisitor, SysTableVisitor,
+    ExecutionModeDecider, PlanVisitor, ReadStorageTableVisitor, RelationCollectorVisitor,
+    SysTableVisitor,
 };
 use risingwave_sqlparser::ast::OnConflict;
 
@@ -243,7 +244,7 @@ impl PlanRoot {
         let return_type = DataType::List(input_column_type.clone().into());
         let agg = Agg::new(
             vec![PlanAggCall {
-                agg_kind: PbAggKind::ArrayAgg.into(),
+                agg_type: PbAggKind::ArrayAgg.into(),
                 return_type: return_type.clone(),
                 inputs: vec![InputRef::new(select_idx, input_column_type.clone())],
                 distinct: false,
diff --git a/src/frontend/src/optimizer/plan_node/batch_simple_agg.rs b/src/frontend/src/optimizer/plan_node/batch_simple_agg.rs
index 894ad92011008..e8e8a222688dd 100644
--- a/src/frontend/src/optimizer/plan_node/batch_simple_agg.rs
+++ b/src/frontend/src/optimizer/plan_node/batch_simple_agg.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use risingwave_expr::aggregate::{AggKind, PbAggKind};
+use risingwave_expr::aggregate::{AggType, PbAggKind};
 use risingwave_pb::batch_plan::plan_node::NodeBody;
 use risingwave_pb::batch_plan::SortAggNode;
 
@@ -58,8 +58,8 @@ impl BatchSimpleAgg {
                 // Ban two phase approx percentile.
                 .agg_calls
                 .iter()
-                .map(|agg_call| &agg_call.agg_kind)
-                .all(|agg_kind| !matches!(agg_kind, AggKind::Builtin(PbAggKind::ApproxPercentile)))
+                .map(|agg_call| &agg_call.agg_type)
+                .all(|agg_type| !matches!(agg_type, AggType::Builtin(PbAggKind::ApproxPercentile)))
             && self.two_phase_agg_enabled()
     }
 }
diff --git a/src/frontend/src/optimizer/plan_node/generic/agg.rs b/src/frontend/src/optimizer/plan_node/generic/agg.rs
index bf5e4700a78c0..eb499279fe478 100644
--- a/src/frontend/src/optimizer/plan_node/generic/agg.rs
+++ b/src/frontend/src/optimizer/plan_node/generic/agg.rs
@@ -23,7 +23,7 @@ use risingwave_common::types::DataType;
 use risingwave_common::util::iter_util::ZipEqFast;
 use risingwave_common::util::sort_util::{ColumnOrder, ColumnOrderDisplay, OrderType};
 use risingwave_common::util::value_encoding::DatumToProtoExt;
-use risingwave_expr::aggregate::{agg_kinds, AggKind, PbAggKind};
+use risingwave_expr::aggregate::{agg_types, AggType, PbAggKind};
 use risingwave_expr::sig::{FuncBuilder, FUNCTION_REGISTRY};
 use risingwave_pb::expr::{PbAggCall, PbConstant};
 use risingwave_pb::stream_plan::{agg_call_state, AggCallState as PbAggCallState};
@@ -104,16 +104,16 @@ impl<PlanRef: GenericPlanRef> Agg<PlanRef> {
         self.two_phase_agg_enabled()
             && !self.agg_calls.is_empty()
             && self.agg_calls.iter().all(|call| {
-                let agg_kind_ok = !matches!(call.agg_kind, agg_kinds::simply_cannot_two_phase!());
+                let agg_type_ok = !matches!(call.agg_type, agg_types::simply_cannot_two_phase!());
                 let order_ok = matches!(
-                    call.agg_kind,
-                    agg_kinds::result_unaffected_by_order_by!()
-                        | AggKind::Builtin(PbAggKind::ApproxPercentile)
+                    call.agg_type,
+                    agg_types::result_unaffected_by_order_by!()
+                        | AggType::Builtin(PbAggKind::ApproxPercentile)
                 ) || call.order_by.is_empty();
                 let distinct_ok =
-                    matches!(call.agg_kind, agg_kinds::result_unaffected_by_distinct!())
+                    matches!(call.agg_type, agg_types::result_unaffected_by_distinct!())
                         || !call.distinct;
-                agg_kind_ok && order_ok && distinct_ok
+                agg_type_ok && order_ok && distinct_ok
             })
     }
 
@@ -134,8 +134,8 @@ impl<PlanRef: GenericPlanRef> Agg<PlanRef> {
     /// See if all stream aggregation calls have a stateless local agg counterpart.
     pub(crate) fn all_local_aggs_are_stateless(&self, stream_input_append_only: bool) -> bool {
         self.agg_calls.iter().all(|c| {
-            matches!(c.agg_kind, agg_kinds::single_value_state!())
-                || (matches!(c.agg_kind, agg_kinds::single_value_state_iff_in_append_only!() if stream_input_append_only))
+            matches!(c.agg_type, agg_types::single_value_state!())
+                || (matches!(c.agg_type, agg_types::single_value_state_iff_in_append_only!() if stream_input_append_only))
         })
     }
 
@@ -413,33 +413,33 @@ impl<PlanRef: stream::StreamPlanRef> Agg<PlanRef> {
 
         self.agg_calls
             .iter()
-            .map(|agg_call| match agg_call.agg_kind {
-                agg_kinds::single_value_state_iff_in_append_only!() if in_append_only => {
+            .map(|agg_call| match agg_call.agg_type {
+                agg_types::single_value_state_iff_in_append_only!() if in_append_only => {
                     AggCallState::Value
                 }
-                agg_kinds::single_value_state!() => AggCallState::Value,
-                agg_kinds::materialized_input_state!() => {
+                agg_types::single_value_state!() => AggCallState::Value,
+                agg_types::materialized_input_state!() => {
                     // columns with order requirement in state table
                     let sort_keys = {
-                        match agg_call.agg_kind {
-                            AggKind::Builtin(PbAggKind::Min) => {
+                        match agg_call.agg_type {
+                            AggType::Builtin(PbAggKind::Min) => {
                                 vec![(OrderType::ascending(), agg_call.inputs[0].index)]
                             }
-                            AggKind::Builtin(PbAggKind::Max) => {
+                            AggType::Builtin(PbAggKind::Max) => {
                                 vec![(OrderType::descending(), agg_call.inputs[0].index)]
                             }
-                            AggKind::Builtin(
+                            AggType::Builtin(
                                 PbAggKind::FirstValue
                                 | PbAggKind::LastValue
                                 | PbAggKind::StringAgg
                                 | PbAggKind::ArrayAgg
                                 | PbAggKind::JsonbAgg,
                             )
-                            | AggKind::WrapScalar(_) => {
+                            | AggType::WrapScalar(_) => {
                                 if agg_call.order_by.is_empty() {
                                     me.ctx().warn_to_user(format!(
                                         "{} without ORDER BY may produce non-deterministic result",
-                                        agg_call.agg_kind,
+                                        agg_call.agg_type,
                                     ));
                                 }
                                 agg_call
@@ -448,8 +448,8 @@ impl<PlanRef: stream::StreamPlanRef> Agg<PlanRef> {
                                     .map(|o| {
                                         (
                                             if matches!(
-                                                agg_call.agg_kind,
-                                                AggKind::Builtin(PbAggKind::LastValue)
+                                                agg_call.agg_type,
+                                                AggType::Builtin(PbAggKind::LastValue)
                                             ) {
                                                 o.order_type.reverse()
                                             } else {
@@ -460,7 +460,7 @@ impl<PlanRef: stream::StreamPlanRef> Agg<PlanRef> {
                                     })
                                     .collect()
                             }
-                            AggKind::Builtin(PbAggKind::JsonbObjectAgg) => agg_call
+                            AggType::Builtin(PbAggKind::JsonbObjectAgg) => agg_call
                                 .order_by
                                 .iter()
                                 .map(|o| (o.order_type, o.column_index))
@@ -480,9 +480,9 @@ impl<PlanRef: stream::StreamPlanRef> Agg<PlanRef> {
                     };
 
                     // other columns that should be contained in state table
-                    let include_keys = match agg_call.agg_kind {
-                        // `agg_kinds::materialized_input_state` except for `min`/`max`
-                        AggKind::Builtin(
+                    let include_keys = match agg_call.agg_type {
+                        // `agg_types::materialized_input_state` except for `min`/`max`
+                        AggType::Builtin(
                             PbAggKind::FirstValue
                             | PbAggKind::LastValue
                             | PbAggKind::StringAgg
@@ -490,7 +490,7 @@ impl<PlanRef: stream::StreamPlanRef> Agg<PlanRef> {
                             | PbAggKind::JsonbAgg
                             | PbAggKind::JsonbObjectAgg,
                         )
-                        | AggKind::WrapScalar(_) => {
+                        | AggType::WrapScalar(_) => {
                             agg_call.inputs.iter().map(|i| i.index).collect()
                         }
                         _ => vec![],
@@ -499,13 +499,13 @@ impl<PlanRef: stream::StreamPlanRef> Agg<PlanRef> {
                     let state = gen_materialized_input_state(sort_keys, extra_keys, include_keys);
                     AggCallState::MaterializedInput(Box::new(state))
                 }
-                agg_kinds::rewritten!() => {
+                agg_types::rewritten!() => {
                     unreachable!("should have been rewritten")
                 }
-                agg_kinds::unimplemented_in_stream!() => {
+                agg_types::unimplemented_in_stream!() => {
                     unreachable!("should have been banned")
                 }
-                AggKind::Builtin(
+                AggType::Builtin(
                     PbAggKind::Unspecified | PbAggKind::UserDefined | PbAggKind::WrapScalar,
                 ) => {
                     unreachable!("invalid agg kind")
@@ -531,17 +531,17 @@ impl<PlanRef: stream::StreamPlanRef> Agg<PlanRef> {
             .iter()
             .zip_eq_fast(&mut out_fields[self.group_key.len()..])
         {
-            let agg_kind = match agg_call.agg_kind {
-                AggKind::UserDefined(_) => {
+            let agg_kind = match agg_call.agg_type {
+                AggType::UserDefined(_) => {
                     // for user defined aggregate, the state type is always BYTEA
                     field.data_type = DataType::Bytea;
                     continue;
                 }
-                AggKind::WrapScalar(_) => {
+                AggType::WrapScalar(_) => {
                     // for wrapped scalar function, the state is always NULL
                     continue;
                 }
-                AggKind::Builtin(kind) => kind,
+                AggType::Builtin(kind) => kind,
             };
             let sig = FUNCTION_REGISTRY
                 .get(
@@ -704,8 +704,8 @@ impl_distill_unit_from_fields!(Agg, stream::StreamPlanRef);
 /// for more details.
 #[derive(Clone, PartialEq, Eq, Hash)]
 pub struct PlanAggCall {
-    /// Kind of aggregation function
-    pub agg_kind: AggKind,
+    /// Type of aggregation function
+    pub agg_type: AggType,
 
     /// Data type of the returned column
     pub return_type: DataType,
@@ -730,7 +730,7 @@ pub struct PlanAggCall {
 
 impl fmt::Debug for PlanAggCall {
     fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
-        write!(f, "{}", self.agg_kind)?;
+        write!(f, "{}", self.agg_type)?;
         if !self.inputs.is_empty() {
             write!(f, "(")?;
             for (idx, input) in self.inputs.iter().enumerate() {
@@ -780,10 +780,10 @@ impl PlanAggCall {
 
     pub fn to_protobuf(&self) -> PbAggCall {
         PbAggCall {
-            r#type: match &self.agg_kind {
-                AggKind::Builtin(kind) => *kind,
-                AggKind::UserDefined(_) => PbAggKind::UserDefined,
-                AggKind::WrapScalar(_) => PbAggKind::WrapScalar,
+            kind: match &self.agg_type {
+                AggType::Builtin(kind) => *kind,
+                AggType::UserDefined(_) => PbAggKind::UserDefined,
+                AggType::WrapScalar(_) => PbAggKind::WrapScalar,
             }
             .into(),
             return_type: Some(self.return_type.to_protobuf()),
@@ -799,24 +799,24 @@ impl PlanAggCall {
                     r#type: Some(x.return_type().to_protobuf()),
                 })
                 .collect(),
-            udf: match &self.agg_kind {
-                AggKind::UserDefined(udf) => Some(udf.clone()),
+            udf: match &self.agg_type {
+                AggType::UserDefined(udf) => Some(udf.clone()),
                 _ => None,
             },
-            scalar: match &self.agg_kind {
-                AggKind::WrapScalar(expr) => Some(expr.clone()),
+            scalar: match &self.agg_type {
+                AggType::WrapScalar(expr) => Some(expr.clone()),
                 _ => None,
             },
         }
     }
 
     pub fn partial_to_total_agg_call(&self, partial_output_idx: usize) -> PlanAggCall {
-        let total_agg_kind = self
-            .agg_kind
+        let total_agg_type = self
+            .agg_type
             .partial_to_total()
             .expect("unsupported kinds shouldn't get here");
         PlanAggCall {
-            agg_kind: total_agg_kind,
+            agg_type: total_agg_type,
             inputs: vec![InputRef::new(partial_output_idx, self.return_type.clone())],
             order_by: vec![], // order must make no difference when we use 2-phase agg
             filter: Condition::true_cond(),
@@ -826,7 +826,7 @@ impl PlanAggCall {
 
     pub fn count_star() -> Self {
         PlanAggCall {
-            agg_kind: PbAggKind::Count.into(),
+            agg_type: PbAggKind::Count.into(),
             return_type: DataType::Int64,
             inputs: vec![],
             distinct: false,
@@ -854,7 +854,7 @@ pub struct PlanAggCallDisplay<'a> {
 impl fmt::Debug for PlanAggCallDisplay<'_> {
     fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
         let that = self.plan_agg_call;
-        write!(f, "{}", that.agg_kind)?;
+        write!(f, "{}", that.agg_type)?;
         if !that.inputs.is_empty() {
             write!(f, "(")?;
             for (idx, input) in that.inputs.iter().enumerate() {
diff --git a/src/frontend/src/optimizer/plan_node/generic/over_window.rs b/src/frontend/src/optimizer/plan_node/generic/over_window.rs
index c39fd99be9895..5622d1e8952cf 100644
--- a/src/frontend/src/optimizer/plan_node/generic/over_window.rs
+++ b/src/frontend/src/optimizer/plan_node/generic/over_window.rs
@@ -121,7 +121,7 @@ impl PlanWindowFunction {
             DenseRank => PbType::General(PbGeneralType::DenseRank as _),
             Lag => PbType::General(PbGeneralType::Lag as _),
             Lead => PbType::General(PbGeneralType::Lead as _),
-            Aggregate(agg_kind) => PbType::Aggregate(agg_kind.to_protobuf() as _),
+            Aggregate(agg_type) => PbType::Aggregate(agg_type.to_protobuf_simple() as _),
         };
 
         PbWindowFunction {
diff --git a/src/frontend/src/optimizer/plan_node/logical_agg.rs b/src/frontend/src/optimizer/plan_node/logical_agg.rs
index b0ad102ee693c..4e2474287c969 100644
--- a/src/frontend/src/optimizer/plan_node/logical_agg.rs
+++ b/src/frontend/src/optimizer/plan_node/logical_agg.rs
@@ -17,7 +17,7 @@ use itertools::Itertools;
 use risingwave_common::types::{DataType, Datum, ScalarImpl};
 use risingwave_common::util::sort_util::{ColumnOrder, OrderType};
 use risingwave_common::{bail, bail_not_implemented, not_implemented};
-use risingwave_expr::aggregate::{agg_kinds, AggKind, PbAggKind};
+use risingwave_expr::aggregate::{agg_types, AggType, PbAggKind};
 
 use super::generic::{self, Agg, GenericPlanRef, PlanAggCall, ProjectBuilder};
 use super::utils::impl_distill_by_unit;
@@ -389,7 +389,7 @@ impl LogicalAgg {
         let mut approx_percentile_col_mapping = Vec::with_capacity(estimated_len);
         let mut non_approx_percentile_col_mapping = Vec::with_capacity(estimated_len);
         for (output_idx, agg_call) in self.agg_calls().iter().enumerate() {
-            if agg_call.agg_kind == AggKind::Builtin(PbAggKind::ApproxPercentile) {
+            if agg_call.agg_type == AggType::Builtin(PbAggKind::ApproxPercentile) {
                 approx_percentile_agg_calls.push(agg_call.clone());
                 approx_percentile_col_mapping.push(Some(output_idx));
             } else {
@@ -610,9 +610,9 @@ impl LogicalAggBuilder {
         agg_call: AggCall,
         mut push_agg_call: impl FnMut(AggCall) -> Result<InputRef>,
     ) -> Result<ExprImpl> {
-        match agg_call.agg_kind {
+        match agg_call.agg_type {
             // Rewrite avg to cast(sum as avg_return_type) / count.
-            AggKind::Builtin(PbAggKind::Avg) => {
+            AggType::Builtin(PbAggKind::Avg) => {
                 assert_eq!(agg_call.args.len(), 1);
 
                 let sum = ExprImpl::from(push_agg_call(AggCall::new(
@@ -644,7 +644,7 @@ impl LogicalAggBuilder {
             // which is in a sense more general than the pow function, especially when calculating
             // covariances in the future. Also we don't have the sqrt function for rooting, so we
             // use pow(x, 0.5) to simulate
-            AggKind::Builtin(
+            AggType::Builtin(
                 kind @ (PbAggKind::StddevPop
                 | PbAggKind::StddevSamp
                 | PbAggKind::VarPop
@@ -740,7 +740,7 @@ impl LogicalAggBuilder {
                     _ => unreachable!(),
                 }
             }
-            AggKind::Builtin(PbAggKind::ApproxPercentile) => {
+            AggType::Builtin(PbAggKind::ApproxPercentile) => {
                 if agg_call.order_by.sort_exprs[0].order_type == OrderType::descending() {
                     // Rewrite DESC into 1.0-percentile for approx_percentile.
                     let prev_percentile = agg_call.direct_args[0].clone();
@@ -778,7 +778,7 @@ impl LogicalAggBuilder {
     /// For existing agg calls, return an `InputRef` to the existing one.
     fn push_agg_call(&mut self, agg_call: AggCall) -> Result<InputRef> {
         let AggCall {
-            agg_kind,
+            agg_type,
             return_type,
             args,
             distinct,
@@ -815,7 +815,7 @@ impl LogicalAggBuilder {
             })?;
 
         let plan_agg_call = PlanAggCall {
-            agg_kind,
+            agg_type,
             return_type: return_type.clone(),
             inputs: args,
             distinct,
@@ -846,32 +846,32 @@ impl LogicalAggBuilder {
     ///
     /// Note that the rewriter does not traverse into inputs of agg calls.
     fn try_rewrite_agg_call(&mut self, mut agg_call: AggCall) -> Result<ExprImpl> {
-        if matches!(agg_call.agg_kind, agg_kinds::must_have_order_by!())
+        if matches!(agg_call.agg_type, agg_types::must_have_order_by!())
             && agg_call.order_by.sort_exprs.is_empty()
         {
             return Err(ErrorCode::InvalidInputSyntax(format!(
                 "Aggregation function {} requires ORDER BY clause",
-                agg_call.agg_kind
+                agg_call.agg_type
             ))
             .into());
         }
 
         // try ignore ORDER BY if it doesn't affect the result
         if matches!(
-            agg_call.agg_kind,
-            agg_kinds::result_unaffected_by_order_by!()
+            agg_call.agg_type,
+            agg_types::result_unaffected_by_order_by!()
         ) {
             agg_call.order_by = OrderBy::any();
         }
         // try ignore DISTINCT if it doesn't affect the result
         if matches!(
-            agg_call.agg_kind,
-            agg_kinds::result_unaffected_by_distinct!()
+            agg_call.agg_type,
+            agg_types::result_unaffected_by_distinct!()
         ) {
             agg_call.distinct = false;
         }
 
-        if matches!(agg_call.agg_kind, AggKind::Builtin(PbAggKind::Grouping)) {
+        if matches!(agg_call.agg_type, AggType::Builtin(PbAggKind::Grouping)) {
             if self.grouping_sets.is_empty() {
                 return Err(ErrorCode::NotSupported(
                     "GROUPING must be used in a query with grouping sets".into(),
@@ -1343,8 +1343,8 @@ impl ToStream for LogicalAgg {
         use super::stream::prelude::*;
 
         for agg_call in self.agg_calls() {
-            if matches!(agg_call.agg_kind, agg_kinds::unimplemented_in_stream!()) {
-                bail_not_implemented!("{} aggregation in materialized view", agg_call.agg_kind);
+            if matches!(agg_call.agg_type, agg_types::unimplemented_in_stream!()) {
+                bail_not_implemented!("{} aggregation in materialized view", agg_call.agg_type);
             }
         }
         let eowc = ctx.emit_on_window_close();
@@ -1517,7 +1517,7 @@ mod tests {
             assert_eq_input_ref!(&exprs[1], 1);
 
             assert_eq!(agg_calls.len(), 1);
-            assert_eq!(agg_calls[0].agg_kind, PbAggKind::Min.into());
+            assert_eq!(agg_calls[0].agg_type, PbAggKind::Min.into());
             assert_eq!(input_ref_to_column_indices(&agg_calls[0].inputs), vec![1]);
             assert_eq!(group_key, vec![0].into());
         }
@@ -1560,9 +1560,9 @@ mod tests {
             }
 
             assert_eq!(agg_calls.len(), 2);
-            assert_eq!(agg_calls[0].agg_kind, PbAggKind::Min.into());
+            assert_eq!(agg_calls[0].agg_type, PbAggKind::Min.into());
             assert_eq!(input_ref_to_column_indices(&agg_calls[0].inputs), vec![1]);
-            assert_eq!(agg_calls[1].agg_kind, PbAggKind::Max.into());
+            assert_eq!(agg_calls[1].agg_type, PbAggKind::Max.into());
             assert_eq!(input_ref_to_column_indices(&agg_calls[1].inputs), vec![2]);
             assert_eq!(group_key, vec![0].into());
         }
@@ -1592,7 +1592,7 @@ mod tests {
             assert_eq_input_ref!(&exprs[1], 1);
 
             assert_eq!(agg_calls.len(), 1);
-            assert_eq!(agg_calls[0].agg_kind, PbAggKind::Min.into());
+            assert_eq!(agg_calls[0].agg_type, PbAggKind::Min.into());
             assert_eq!(input_ref_to_column_indices(&agg_calls[0].inputs), vec![1]);
             assert_eq!(group_key, vec![0].into());
         }
@@ -1609,7 +1609,7 @@ mod tests {
 
         let values = LogicalValues::new(vec![], Schema { fields }, ctx);
         let agg_call = PlanAggCall {
-            agg_kind: PbAggKind::Min.into(),
+            agg_type: PbAggKind::Min.into(),
             return_type: ty.clone(),
             inputs: vec![InputRef::new(2, ty.clone())],
             distinct: false,
@@ -1649,7 +1649,7 @@ mod tests {
 
         assert_eq!(agg_new.agg_calls().len(), 1);
         let agg_call_new = agg_new.agg_calls()[0].clone();
-        assert_eq!(agg_call_new.agg_kind, PbAggKind::Min.into());
+        assert_eq!(agg_call_new.agg_type, PbAggKind::Min.into());
         assert_eq!(input_ref_to_column_indices(&agg_call_new.inputs), vec![1]);
         assert_eq!(agg_call_new.return_type, ty);
 
@@ -1692,7 +1692,7 @@ mod tests {
 
         assert_eq!(agg_new.agg_calls().len(), 1);
         let agg_call_new = agg_new.agg_calls()[0].clone();
-        assert_eq!(agg_call_new.agg_kind, PbAggKind::Min.into());
+        assert_eq!(agg_call_new.agg_type, PbAggKind::Min.into());
         assert_eq!(input_ref_to_column_indices(&agg_call_new.inputs), vec![1]);
         assert_eq!(agg_call_new.return_type, ty);
 
@@ -1729,7 +1729,7 @@ mod tests {
             ctx,
         );
         let agg_call = PlanAggCall {
-            agg_kind: PbAggKind::Min.into(),
+            agg_type: PbAggKind::Min.into(),
             return_type: ty.clone(),
             inputs: vec![InputRef::new(2, ty.clone())],
             distinct: false,
@@ -1754,7 +1754,7 @@ mod tests {
 
         assert_eq!(agg_new.agg_calls().len(), 1);
         let agg_call_new = agg_new.agg_calls()[0].clone();
-        assert_eq!(agg_call_new.agg_kind, PbAggKind::Min.into());
+        assert_eq!(agg_call_new.agg_type, PbAggKind::Min.into());
         assert_eq!(input_ref_to_column_indices(&agg_call_new.inputs), vec![1]);
         assert_eq!(agg_call_new.return_type, ty);
 
@@ -1793,7 +1793,7 @@ mod tests {
 
         let agg_calls = vec![
             PlanAggCall {
-                agg_kind: PbAggKind::Min.into(),
+                agg_type: PbAggKind::Min.into(),
                 return_type: ty.clone(),
                 inputs: vec![InputRef::new(2, ty.clone())],
                 distinct: false,
@@ -1802,7 +1802,7 @@ mod tests {
                 direct_args: vec![],
             },
             PlanAggCall {
-                agg_kind: PbAggKind::Max.into(),
+                agg_type: PbAggKind::Max.into(),
                 return_type: ty.clone(),
                 inputs: vec![InputRef::new(1, ty.clone())],
                 distinct: false,
@@ -1828,7 +1828,7 @@ mod tests {
 
         assert_eq!(agg_new.agg_calls().len(), 1);
         let agg_call_new = agg_new.agg_calls()[0].clone();
-        assert_eq!(agg_call_new.agg_kind, PbAggKind::Max.into());
+        assert_eq!(agg_call_new.agg_type, PbAggKind::Max.into());
         assert_eq!(input_ref_to_column_indices(&agg_call_new.inputs), vec![0]);
         assert_eq!(agg_call_new.return_type, ty);
 
diff --git a/src/frontend/src/optimizer/plan_node/logical_over_window.rs b/src/frontend/src/optimizer/plan_node/logical_over_window.rs
index bb78380482752..a790e006ddd97 100644
--- a/src/frontend/src/optimizer/plan_node/logical_over_window.rs
+++ b/src/frontend/src/optimizer/plan_node/logical_over_window.rs
@@ -17,7 +17,7 @@ use itertools::Itertools;
 use risingwave_common::types::DataType;
 use risingwave_common::util::sort_util::{ColumnOrder, OrderType};
 use risingwave_common::{bail_not_implemented, not_implemented};
-use risingwave_expr::aggregate::{AggKind, PbAggKind};
+use risingwave_expr::aggregate::{AggType, PbAggKind};
 use risingwave_expr::window_function::{Frame, FrameBound, WindowFuncKind};
 
 use super::generic::{GenericPlanRef, OverWindow, PlanWindowFunction, ProjectBuilder};
@@ -105,10 +105,10 @@ impl<'a> LogicalOverWindowBuilder<'a> {
             window_func.frame,
         );
 
-        let new_expr = if let WindowFuncKind::Aggregate(agg_kind) = &kind
+        let new_expr = if let WindowFuncKind::Aggregate(agg_type) = &kind
             && matches!(
-                agg_kind,
-                AggKind::Builtin(
+                agg_type,
+                AggType::Builtin(
                     PbAggKind::Avg
                         | PbAggKind::StddevPop
                         | PbAggKind::StddevSamp
@@ -117,7 +117,7 @@ impl<'a> LogicalOverWindowBuilder<'a> {
                 )
             ) {
             let agg_call = AggCall::new(
-                agg_kind.clone(),
+                agg_type.clone(),
                 args,
                 false,
                 order_by,
@@ -128,7 +128,7 @@ impl<'a> LogicalOverWindowBuilder<'a> {
                 Ok(self.push_window_func(
                     // AggCall -> WindowFunction
                     WindowFunction::new(
-                        WindowFuncKind::Aggregate(agg_call.agg_kind),
+                        WindowFuncKind::Aggregate(agg_call.agg_type),
                         partition_by.clone(),
                         agg_call.order_by.clone(),
                         agg_call.args.clone(),
@@ -188,10 +188,10 @@ impl<'a> OverWindowProjectBuilder<'a> {
         &mut self,
         window_function: &WindowFunction,
     ) -> std::result::Result<(), ErrorCode> {
-        if let WindowFuncKind::Aggregate(agg_kind) = &window_function.kind
+        if let WindowFuncKind::Aggregate(agg_type) = &window_function.kind
             && matches!(
-                agg_kind,
-                AggKind::Builtin(
+                agg_type,
+                AggType::Builtin(
                     PbAggKind::StddevPop
                         | PbAggKind::StddevSamp
                         | PbAggKind::VarPop
@@ -379,7 +379,7 @@ impl LogicalOverWindow {
                 };
 
                 (
-                    WindowFuncKind::Aggregate(AggKind::Builtin(PbAggKind::FirstValue)),
+                    WindowFuncKind::Aggregate(AggType::Builtin(PbAggKind::FirstValue)),
                     frame,
                 )
             }
diff --git a/src/frontend/src/optimizer/plan_node/stream_materialize.rs b/src/frontend/src/optimizer/plan_node/stream_materialize.rs
index 57d4454ac254a..c78f07f1270e8 100644
--- a/src/frontend/src/optimizer/plan_node/stream_materialize.rs
+++ b/src/frontend/src/optimizer/plan_node/stream_materialize.rs
@@ -283,6 +283,7 @@ impl StreamMaterialize {
             created_at_cluster_version: None,
             retention_seconds: retention_seconds.map(|i| i.into()),
             cdc_table_id: None,
+            vnode_count: None, // will be filled in by the meta service later
         })
     }
 
diff --git a/src/frontend/src/optimizer/plan_node/utils.rs b/src/frontend/src/optimizer/plan_node/utils.rs
index bc3c223c615e6..d25aee9d20c8b 100644
--- a/src/frontend/src/optimizer/plan_node/utils.rs
+++ b/src/frontend/src/optimizer/plan_node/utils.rs
@@ -179,6 +179,7 @@ impl TableCatalogBuilder {
             created_at_cluster_version: None,
             retention_seconds: None,
             cdc_table_id: None,
+            vnode_count: None, // will be filled in by the meta service later
         }
     }
 
@@ -288,7 +289,7 @@ pub(crate) fn sum_affected_row(dml: PlanRef) -> Result<PlanRef> {
     let dml = RequiredDist::single().enforce_if_not_satisfies(dml, &Order::any())?;
     // Accumulate the affected rows.
     let sum_agg = PlanAggCall {
-        agg_kind: PbAggKind::Sum.into(),
+        agg_type: PbAggKind::Sum.into(),
         return_type: DataType::Int64,
         inputs: vec![InputRef::new(0, DataType::Int64)],
         distinct: false,
diff --git a/src/frontend/src/optimizer/plan_visitor/mod.rs b/src/frontend/src/optimizer/plan_visitor/mod.rs
index 63a0484cfdfd5..632d0bcf8bd9d 100644
--- a/src/frontend/src/optimizer/plan_visitor/mod.rs
+++ b/src/frontend/src/optimizer/plan_visitor/mod.rs
@@ -40,7 +40,9 @@ pub use cardinality_visitor::*;
 mod jsonb_stream_key_checker;
 pub use jsonb_stream_key_checker::*;
 mod distributed_dml_visitor;
+mod read_storage_table_visitor;
 pub use distributed_dml_visitor::*;
+pub use read_storage_table_visitor::*;
 
 use crate::for_all_plan_nodes;
 use crate::optimizer::plan_node::*;
diff --git a/src/frontend/src/optimizer/plan_visitor/read_storage_table_visitor.rs b/src/frontend/src/optimizer/plan_visitor/read_storage_table_visitor.rs
new file mode 100644
index 0000000000000..8119589305208
--- /dev/null
+++ b/src/frontend/src/optimizer/plan_visitor/read_storage_table_visitor.rs
@@ -0,0 +1,57 @@
+// Copyright 2024 RisingWave Labs
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+use std::collections::HashSet;
+
+use risingwave_common::catalog::TableId;
+
+use super::{DefaultBehavior, DefaultValue};
+use crate::optimizer::plan_node::{BatchLogSeqScan, BatchLookupJoin};
+use crate::optimizer::plan_visitor::PlanVisitor;
+use crate::PlanRef;
+
+#[derive(Debug, Clone, Default)]
+pub struct ReadStorageTableVisitor {
+    tables: HashSet<TableId>,
+}
+
+impl ReadStorageTableVisitor {
+    pub fn collect(plan: PlanRef) -> HashSet<TableId> {
+        let mut visitor = Self::default();
+        visitor.visit(plan);
+        visitor.tables
+    }
+}
+
+impl PlanVisitor for ReadStorageTableVisitor {
+    type Result = ();
+
+    type DefaultBehavior = impl DefaultBehavior<Self::Result>;
+
+    fn default_behavior() -> Self::DefaultBehavior {
+        DefaultValue
+    }
+
+    fn visit_batch_seq_scan(&mut self, plan: &crate::optimizer::plan_node::BatchSeqScan) {
+        self.tables.insert(plan.core().table_desc.table_id);
+    }
+
+    fn visit_batch_log_seq_scan(&mut self, plan: &BatchLogSeqScan) -> Self::Result {
+        self.tables.insert(plan.core().table_desc.table_id);
+    }
+
+    fn visit_batch_lookup_join(&mut self, plan: &BatchLookupJoin) -> Self::Result {
+        self.tables.insert(plan.right_table_desc().table_id);
+    }
+}
diff --git a/src/frontend/src/optimizer/rule/agg_group_by_simplify_rule.rs b/src/frontend/src/optimizer/rule/agg_group_by_simplify_rule.rs
index f7bc29611b618..af41bce3d3216 100644
--- a/src/frontend/src/optimizer/rule/agg_group_by_simplify_rule.rs
+++ b/src/frontend/src/optimizer/rule/agg_group_by_simplify_rule.rs
@@ -47,7 +47,7 @@ impl Rule for AggGroupBySimplifyRule {
                 if !new_group_key.contains(i) {
                     let data_type = agg_input.schema().fields[i].data_type();
                     new_agg_calls.push(PlanAggCall {
-                        agg_kind: PbAggKind::InternalLastSeenValue.into(),
+                        agg_type: PbAggKind::InternalLastSeenValue.into(),
                         return_type: data_type.clone(),
                         inputs: vec![InputRef::new(i, data_type)],
                         distinct: false,
diff --git a/src/frontend/src/optimizer/rule/apply_agg_transpose_rule.rs b/src/frontend/src/optimizer/rule/apply_agg_transpose_rule.rs
index 33bb59e59bf13..a17dd46031b3c 100644
--- a/src/frontend/src/optimizer/rule/apply_agg_transpose_rule.rs
+++ b/src/frontend/src/optimizer/rule/apply_agg_transpose_rule.rs
@@ -13,7 +13,7 @@
 // limitations under the License.
 
 use risingwave_common::types::DataType;
-use risingwave_expr::aggregate::{AggKind, PbAggKind};
+use risingwave_expr::aggregate::{AggType, PbAggKind};
 use risingwave_pb::plan_common::JoinType;
 
 use super::{ApplyOffsetRewriter, BoxedRule, Rule};
@@ -140,21 +140,21 @@ impl Rule for ApplyAggTransposeRule {
                 // convert count(*) to count(1).
                 let pos_of_constant_column = node.schema().len() - 1;
                 agg_calls.iter_mut().for_each(|agg_call| {
-                    match agg_call.agg_kind {
-                        AggKind::Builtin(PbAggKind::Count) if agg_call.inputs.is_empty() => {
+                    match agg_call.agg_type {
+                        AggType::Builtin(PbAggKind::Count) if agg_call.inputs.is_empty() => {
                             let input_ref = InputRef::new(pos_of_constant_column, DataType::Int32);
                             agg_call.inputs.push(input_ref);
                         }
-                        AggKind::Builtin(PbAggKind::ArrayAgg
+                        AggType::Builtin(PbAggKind::ArrayAgg
                         | PbAggKind::JsonbAgg
                         | PbAggKind::JsonbObjectAgg)
-                        | AggKind::UserDefined(_)
-                        | AggKind::WrapScalar(_) => {
+                        | AggType::UserDefined(_)
+                        | AggType::WrapScalar(_) => {
                             let input_ref = InputRef::new(pos_of_constant_column, DataType::Int32);
                             let cond = FunctionCall::new(ExprType::IsNotNull, vec![input_ref.into()]).unwrap();
                             agg_call.filter.conjunctions.push(cond.into());
                         }
-                        AggKind::Builtin(PbAggKind::Count
+                        AggType::Builtin(PbAggKind::Count
                         | PbAggKind::Sum
                         | PbAggKind::Sum0
                         | PbAggKind::Avg
@@ -186,8 +186,8 @@ impl Rule for ApplyAggTransposeRule {
                         => {
                             // no-op when `agg(0 rows) == agg(1 row of nulls)`
                         }
-                        AggKind::Builtin(PbAggKind::Unspecified | PbAggKind::UserDefined | PbAggKind::WrapScalar) => {
-                            panic!("Unexpected aggregate function: {:?}", agg_call.agg_kind)
+                        AggType::Builtin(PbAggKind::Unspecified | PbAggKind::UserDefined | PbAggKind::WrapScalar) => {
+                            panic!("Unexpected aggregate function: {:?}", agg_call.agg_type)
                         }
                     }
                 });
diff --git a/src/frontend/src/optimizer/rule/distinct_agg_rule.rs b/src/frontend/src/optimizer/rule/distinct_agg_rule.rs
index 52aad1336a7bb..4bc4f51ecf223 100644
--- a/src/frontend/src/optimizer/rule/distinct_agg_rule.rs
+++ b/src/frontend/src/optimizer/rule/distinct_agg_rule.rs
@@ -18,7 +18,7 @@ use std::mem;
 use fixedbitset::FixedBitSet;
 use itertools::Itertools;
 use risingwave_common::types::DataType;
-use risingwave_expr::aggregate::{agg_kinds, AggKind, PbAggKind};
+use risingwave_expr::aggregate::{agg_types, AggType, PbAggKind};
 
 use super::{BoxedRule, Rule};
 use crate::expr::{CollectInputRef, ExprType, FunctionCall, InputRef, Literal};
@@ -52,17 +52,17 @@ impl Rule for DistinctAggRule {
 
         if !agg_calls.iter().all(|c| {
             assert!(
-                !matches!(c.agg_kind, agg_kinds::rewritten!()),
+                !matches!(c.agg_type, agg_types::rewritten!()),
                 "We shouldn't see agg kind {} here",
-                c.agg_kind
+                c.agg_type
             );
-            let agg_kind_ok = !matches!(c.agg_kind, agg_kinds::simply_cannot_two_phase!());
+            let agg_type_ok = !matches!(c.agg_type, agg_types::simply_cannot_two_phase!());
             let order_ok = matches!(
-                c.agg_kind,
-                agg_kinds::result_unaffected_by_order_by!()
-                    | AggKind::Builtin(PbAggKind::ApproxPercentile)
+                c.agg_type,
+                agg_types::result_unaffected_by_order_by!()
+                    | AggType::Builtin(PbAggKind::ApproxPercentile)
             ) || c.order_by.is_empty();
-            agg_kind_ok && order_ok
+            agg_type_ok && order_ok
         }) {
             tracing::warn!("DistinctAggRule: unsupported agg kind, fallback to backend impl");
             return None;
@@ -305,8 +305,8 @@ impl DistinctAggRule {
                 // the filter of non-distinct agg has been calculated in middle agg.
                 agg_call.filter = Condition::true_cond();
 
-                // change final agg's agg_kind just like two-phase agg.
-                agg_call.agg_kind = agg_call.agg_kind.partial_to_total().expect(
+                // change final agg's agg_type just like two-phase agg.
+                agg_call.agg_type = agg_call.agg_type.partial_to_total().expect(
                     "we should get a valid total phase agg kind here since unsupported cases have been filtered out"
                 );
 
diff --git a/src/frontend/src/optimizer/rule/grouping_sets_to_expand_rule.rs b/src/frontend/src/optimizer/rule/grouping_sets_to_expand_rule.rs
index c24ab4e806c32..75159971bb225 100644
--- a/src/frontend/src/optimizer/rule/grouping_sets_to_expand_rule.rs
+++ b/src/frontend/src/optimizer/rule/grouping_sets_to_expand_rule.rs
@@ -16,7 +16,7 @@ use fixedbitset::FixedBitSet;
 use itertools::Itertools;
 use risingwave_common::types::DataType;
 use risingwave_common::util::column_index_mapping::ColIndexMapping;
-use risingwave_expr::aggregate::{AggKind, PbAggKind};
+use risingwave_expr::aggregate::{AggType, PbAggKind};
 
 use super::super::plan_node::*;
 use super::{BoxedRule, Rule};
@@ -105,7 +105,7 @@ impl Rule for GroupingSetsToExpandRule {
         let mut new_agg_calls = vec![];
         for agg_call in old_agg_calls {
             // Deal with grouping agg call for grouping sets.
-            if matches!(agg_call.agg_kind, AggKind::Builtin(PbAggKind::Grouping)) {
+            if matches!(agg_call.agg_type, AggType::Builtin(PbAggKind::Grouping)) {
                 let mut grouping_values = vec![];
                 let args = agg_call
                     .inputs
diff --git a/src/frontend/src/optimizer/rule/min_max_on_index_rule.rs b/src/frontend/src/optimizer/rule/min_max_on_index_rule.rs
index 8782ca8f481ff..4809c3c82a058 100644
--- a/src/frontend/src/optimizer/rule/min_max_on_index_rule.rs
+++ b/src/frontend/src/optimizer/rule/min_max_on_index_rule.rs
@@ -23,7 +23,7 @@ use std::vec;
 use itertools::Itertools;
 use risingwave_common::types::DataType;
 use risingwave_common::util::sort_util::{ColumnOrder, OrderType};
-use risingwave_expr::aggregate::{AggKind, PbAggKind};
+use risingwave_expr::aggregate::{AggType, PbAggKind};
 
 use super::{BoxedRule, Rule};
 use crate::expr::{ExprImpl, ExprType, FunctionCall, InputRef};
@@ -50,21 +50,21 @@ impl Rule for MinMaxOnIndexRule {
         let first_call = calls.iter().exactly_one().ok()?;
 
         if matches!(
-            first_call.agg_kind,
-            AggKind::Builtin(PbAggKind::Min | PbAggKind::Max)
+            first_call.agg_type,
+            AggType::Builtin(PbAggKind::Min | PbAggKind::Max)
         ) && !first_call.distinct
             && first_call.filter.always_true()
             && first_call.order_by.is_empty()
         {
             let logical_scan: LogicalScan = logical_agg.input().as_logical_scan()?.to_owned();
-            let kind = &calls.first()?.agg_kind;
+            let kind = &calls.first()?.agg_type;
             if !logical_scan.predicate().always_true() {
                 return None;
             }
             let order = Order {
                 column_orders: vec![ColumnOrder::new(
                     calls.first()?.inputs.first()?.index(),
-                    if matches!(kind, AggKind::Builtin(PbAggKind::Min)) {
+                    if matches!(kind, AggType::Builtin(PbAggKind::Min)) {
                         OrderType::ascending()
                     } else {
                         OrderType::descending()
@@ -114,7 +114,7 @@ impl MinMaxOnIndexRule {
 
                 let formatting_agg = Agg::new(
                     vec![PlanAggCall {
-                        agg_kind: logical_agg.agg_calls().first()?.agg_kind.clone(),
+                        agg_type: logical_agg.agg_calls().first()?.agg_type.clone(),
                         return_type: logical_agg.schema().fields[0].data_type.clone(),
                         inputs: vec![InputRef::new(
                             0,
@@ -184,7 +184,7 @@ impl MinMaxOnIndexRule {
 
             let formatting_agg = Agg::new(
                 vec![PlanAggCall {
-                    agg_kind: logical_agg.agg_calls().first()?.agg_kind.clone(),
+                    agg_type: logical_agg.agg_calls().first()?.agg_type.clone(),
                     return_type: logical_agg.schema().fields[0].data_type.clone(),
                     inputs: vec![InputRef::new(
                         0,
diff --git a/src/frontend/src/optimizer/rule/pull_up_correlated_predicate_agg_rule.rs b/src/frontend/src/optimizer/rule/pull_up_correlated_predicate_agg_rule.rs
index e136c96c6e086..4a59dcda785b8 100644
--- a/src/frontend/src/optimizer/rule/pull_up_correlated_predicate_agg_rule.rs
+++ b/src/frontend/src/optimizer/rule/pull_up_correlated_predicate_agg_rule.rs
@@ -16,7 +16,7 @@ use fixedbitset::FixedBitSet;
 use itertools::{Either, Itertools};
 use risingwave_common::types::DataType;
 use risingwave_common::util::column_index_mapping::ColIndexMapping;
-use risingwave_expr::aggregate::{AggKind, PbAggKind};
+use risingwave_expr::aggregate::{AggType, PbAggKind};
 
 use super::super::plan_node::*;
 use super::{BoxedRule, Rule};
@@ -162,14 +162,14 @@ impl Rule for PullUpCorrelatedPredicateAggRule {
         // sum is null, so avg is null. And null-rejected expression will be false, so we can still apply this rule and we don't need to generate a 0 value for count.
         let count_exists = agg_calls
             .iter()
-            .any(|agg_call| matches!(agg_call.agg_kind, AggKind::Builtin(PbAggKind::Count)));
+            .any(|agg_call| matches!(agg_call.agg_type, AggType::Builtin(PbAggKind::Count)));
 
         if count_exists {
             // When group input is empty, not count agg would return null.
             let null_agg_pos = agg_calls
                 .iter()
                 .positions(|agg_call| {
-                    !matches!(agg_call.agg_kind, AggKind::Builtin(PbAggKind::Count))
+                    !matches!(agg_call.agg_type, AggType::Builtin(PbAggKind::Count))
                 })
                 .collect_vec();
 
diff --git a/src/frontend/src/scheduler/distributed/query.rs b/src/frontend/src/scheduler/distributed/query.rs
index b991d86eca2b7..d169874d5b3f2 100644
--- a/src/frontend/src/scheduler/distributed/query.rs
+++ b/src/frontend/src/scheduler/distributed/query.rs
@@ -25,7 +25,7 @@ use pgwire::pg_server::SessionId;
 use risingwave_batch::worker_manager::worker_node_manager::WorkerNodeSelector;
 use risingwave_common::array::DataChunk;
 use risingwave_pb::batch_plan::{TaskId as PbTaskId, TaskOutputId as PbTaskOutputId};
-use risingwave_pb::common::HostAddress;
+use risingwave_pb::common::{BatchQueryEpoch, HostAddress};
 use risingwave_rpc_client::ComputeClientPoolRef;
 use thiserror_ext::AsReport;
 use tokio::sync::mpsc::{channel, Receiver, Sender};
@@ -40,7 +40,7 @@ use crate::scheduler::distributed::stage::StageEvent::ScheduledRoot;
 use crate::scheduler::distributed::StageEvent::Scheduled;
 use crate::scheduler::distributed::StageExecution;
 use crate::scheduler::plan_fragmenter::{Query, StageId, ROOT_TASK_ID, ROOT_TASK_OUTPUT_ID};
-use crate::scheduler::{ExecutionContextRef, ReadSnapshot, SchedulerError, SchedulerResult};
+use crate::scheduler::{ExecutionContextRef, SchedulerError, SchedulerResult};
 
 /// Message sent to a `QueryRunner` to control its execution.
 #[derive(Debug)]
@@ -124,7 +124,7 @@ impl QueryExecution {
         self: Arc<Self>,
         context: ExecutionContextRef,
         worker_node_manager: WorkerNodeSelector,
-        pinned_snapshot: ReadSnapshot,
+        batch_query_epoch: BatchQueryEpoch,
         compute_client_pool: ComputeClientPoolRef,
         catalog_reader: CatalogReader,
         query_execution_info: QueryExecutionInfoRef,
@@ -137,7 +137,7 @@ impl QueryExecution {
         // reference of `pinned_snapshot`. Its ownership will be moved into `QueryRunner` so that it
         // can control when to release the snapshot.
         let stage_executions = self.gen_stage_executions(
-            &pinned_snapshot,
+            batch_query_epoch,
             context.clone(),
             worker_node_manager,
             compute_client_pool.clone(),
@@ -182,13 +182,13 @@ impl QueryExecution {
                 let span = tracing::info_span!(
                     "distributed_execute",
                     query_id = self.query.query_id.id,
-                    epoch = ?pinned_snapshot.batch_query_epoch(),
+                    epoch = ?batch_query_epoch,
                 );
 
                 tracing::trace!("Starting query: {:?}", self.query.query_id);
 
                 // Not trace the error here, it will be processed in scheduler.
-                tokio::spawn(async move { runner.run(pinned_snapshot).instrument(span).await });
+                tokio::spawn(async move { runner.run().instrument(span).await });
 
                 let root_stage = root_stage_receiver
                     .await
@@ -225,7 +225,7 @@ impl QueryExecution {
 
     fn gen_stage_executions(
         &self,
-        pinned_snapshot: &ReadSnapshot,
+        epoch: BatchQueryEpoch,
         context: ExecutionContextRef,
         worker_node_manager: WorkerNodeSelector,
         compute_client_pool: ComputeClientPoolRef,
@@ -244,7 +244,7 @@ impl QueryExecution {
                 .collect::<Vec<Arc<StageExecution>>>();
 
             let stage_exec = Arc::new(StageExecution::new(
-                pinned_snapshot.batch_query_epoch(),
+                epoch,
                 self.query.stage_graph.stages[&stage_id].clone(),
                 worker_node_manager.clone(),
                 self.shutdown_tx.clone(),
@@ -296,7 +296,7 @@ impl Debug for QueryRunner {
 }
 
 impl QueryRunner {
-    async fn run(mut self, pinned_snapshot: ReadSnapshot) {
+    async fn run(mut self) {
         self.query_metrics.running_query_num.inc();
         // Start leaf stages.
         let leaf_stages = self.query.leaf_stages();
@@ -310,8 +310,6 @@ impl QueryRunner {
         }
         let mut stages_with_table_scan = self.query.stages_with_table_scan();
         let has_lookup_join_stage = self.query.has_lookup_join_stage();
-        // To convince the compiler that `pinned_snapshot` will only be dropped once.
-        let mut pinned_snapshot_to_drop = Some(pinned_snapshot);
 
         let mut finished_stage_cnt = 0usize;
         while let Some(msg_inner) = self.msg_receiver.recv().await {
@@ -331,7 +329,6 @@ impl QueryRunner {
                         // thus they all successfully pinned a HummockVersion.
                         // So we can now unpin their epoch.
                         tracing::trace!("Query {:?} has scheduled all of its stages that have table scan (iterator creation).", self.query.query_id);
-                        pinned_snapshot_to_drop.take();
                     }
 
                     // For root stage, we execute in frontend local. We will pass the root fragment
@@ -465,7 +462,7 @@ impl QueryRunner {
 
 #[cfg(test)]
 pub(crate) mod tests {
-    use std::collections::HashMap;
+    use std::collections::{HashMap, HashSet};
     use std::sync::{Arc, RwLock};
 
     use fixedbitset::FixedBitSet;
@@ -476,7 +473,7 @@ pub(crate) mod tests {
         ColumnCatalog, ColumnDesc, ConflictBehavior, CreateType, StreamJobStatus,
         DEFAULT_SUPER_USER_ID,
     };
-    use risingwave_common::hash::{WorkerSlotId, WorkerSlotMapping};
+    use risingwave_common::hash::{VirtualNode, WorkerSlotId, WorkerSlotMapping};
     use risingwave_common::types::DataType;
     use risingwave_pb::common::worker_node::Property;
     use risingwave_pb::common::{HostAddress, WorkerNode, WorkerType};
@@ -495,11 +492,9 @@ pub(crate) mod tests {
     use crate::scheduler::distributed::QueryExecution;
     use crate::scheduler::plan_fragmenter::{BatchPlanFragmenter, Query};
     use crate::scheduler::{
-        DistributedQueryMetrics, ExecutionContext, HummockSnapshotManager, QueryExecutionInfo,
-        ReadSnapshot,
+        DistributedQueryMetrics, ExecutionContext, QueryExecutionInfo, ReadSnapshot,
     };
     use crate::session::SessionImpl;
-    use crate::test_utils::MockFrontendMetaClient;
     use crate::utils::Condition;
     use crate::TableCatalog;
 
@@ -508,14 +503,10 @@ pub(crate) mod tests {
         let worker_node_manager = Arc::new(WorkerNodeManager::mock(vec![]));
         let worker_node_selector = WorkerNodeSelector::new(worker_node_manager.clone(), false);
         let compute_client_pool = Arc::new(ComputeClientPool::for_test());
-        let hummock_snapshot_manager = Arc::new(HummockSnapshotManager::new(Arc::new(
-            MockFrontendMetaClient {},
-        )));
         let catalog_reader =
             CatalogReader::new(Arc::new(parking_lot::RwLock::new(Catalog::default())));
         let query = create_query().await;
         let query_id = query.query_id().clone();
-        let pinned_snapshot = hummock_snapshot_manager.acquire();
         let query_execution = Arc::new(QueryExecution::new(query, (0, 0), None));
         let query_execution_info = Arc::new(RwLock::new(QueryExecutionInfo::new_from_map(
             HashMap::from([(query_id, query_execution.clone())]),
@@ -525,10 +516,9 @@ pub(crate) mod tests {
             .start(
                 ExecutionContext::new(SessionImpl::mock().into(), None).into(),
                 worker_node_selector,
-                ReadSnapshot::FrontendPinned {
-                    snapshot: pinned_snapshot,
-                    is_barrier_read: true
-                },
+                ReadSnapshot::ReadUncommitted
+                    .batch_query_epoch(&HashSet::from_iter([0.into()]))
+                    .unwrap(),
                 compute_client_pool,
                 catalog_reader,
                 query_execution_info,
@@ -548,6 +538,8 @@ pub(crate) mod tests {
         //
         let ctx = OptimizerContext::mock().await;
         let table_id = 0.into();
+        let vnode_count = VirtualNode::COUNT_FOR_TEST;
+
         let table_catalog: TableCatalog = TableCatalog {
             id: table_id,
             associated_source_id: None,
@@ -597,6 +589,7 @@ pub(crate) mod tests {
             initialized_at_cluster_version: None,
             created_at_cluster_version: None,
             cdc_table_id: None,
+            vnode_count: Some(vnode_count),
         };
         let batch_plan_node: PlanRef = LogicalScan::create(
             "".to_string(),
@@ -725,15 +718,10 @@ pub(crate) mod tests {
         let workers = vec![worker1, worker2, worker3];
         let worker_node_manager = Arc::new(WorkerNodeManager::mock(workers));
         let worker_node_selector = WorkerNodeSelector::new(worker_node_manager.clone(), false);
-        worker_node_manager.insert_streaming_fragment_mapping(
-            0,
-            WorkerSlotMapping::new_single(WorkerSlotId::new(0, 0)),
-        );
-        worker_node_manager.set_serving_fragment_mapping(
-            vec![(0, WorkerSlotMapping::new_single(WorkerSlotId::new(0, 0)))]
-                .into_iter()
-                .collect(),
-        );
+        let mapping =
+            WorkerSlotMapping::new_uniform(std::iter::once(WorkerSlotId::new(0, 0)), vnode_count);
+        worker_node_manager.insert_streaming_fragment_mapping(0, mapping.clone());
+        worker_node_manager.set_serving_fragment_mapping(vec![(0, mapping)].into_iter().collect());
         let catalog = Arc::new(parking_lot::RwLock::new(Catalog::default()));
         catalog.write().insert_table_id_mapping(table_id, 0);
         let catalog_reader = CatalogReader::new(catalog);
diff --git a/src/frontend/src/scheduler/distributed/query_manager.rs b/src/frontend/src/scheduler/distributed/query_manager.rs
index 2d977cfb675e6..a448f0e5b5b9b 100644
--- a/src/frontend/src/scheduler/distributed/query_manager.rs
+++ b/src/frontend/src/scheduler/distributed/query_manager.rs
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::HashMap;
+use std::collections::{HashMap, HashSet};
 use std::fmt::{Debug, Formatter};
 use std::pin::Pin;
 use std::sync::{Arc, RwLock};
@@ -33,6 +33,7 @@ use tokio::sync::OwnedSemaphorePermit;
 use super::stats::DistributedQueryMetrics;
 use super::QueryExecution;
 use crate::catalog::catalog_service::CatalogReader;
+use crate::catalog::TableId;
 use crate::scheduler::plan_fragmenter::{Query, QueryId};
 use crate::scheduler::{ExecutionContextRef, SchedulerResult};
 
@@ -190,6 +191,7 @@ impl QueryManager {
         &self,
         context: ExecutionContextRef,
         query: Query,
+        read_storage_tables: HashSet<TableId>,
     ) -> SchedulerResult<DistributedQueryStream> {
         if let Some(query_limit) = self.disrtibuted_query_limit
             && self.query_metrics.running_query_num.get() as u64 == query_limit
@@ -223,7 +225,7 @@ impl QueryManager {
             .start(
                 context.clone(),
                 worker_node_manager_reader,
-                pinned_snapshot,
+                pinned_snapshot.batch_query_epoch(&read_storage_tables)?,
                 self.compute_client_pool.clone(),
                 self.catalog_reader.clone(),
                 self.query_execution_info.clone(),
diff --git a/src/frontend/src/scheduler/local.rs b/src/frontend/src/scheduler/local.rs
index fcd15368bb5fc..b11d462b151c7 100644
--- a/src/frontend/src/scheduler/local.rs
+++ b/src/frontend/src/scheduler/local.rs
@@ -41,7 +41,7 @@ use risingwave_pb::batch_plan::{
     ExchangeInfo, ExchangeSource, LocalExecutePlan, PbTaskId, PlanFragment, PlanNode as PbPlanNode,
     TaskOutputId,
 };
-use risingwave_pb::common::WorkerNode;
+use risingwave_pb::common::{BatchQueryEpoch, WorkerNode};
 use tokio::sync::mpsc;
 use tokio_stream::wrappers::ReceiverStream;
 use tracing::debug;
@@ -52,7 +52,7 @@ use crate::error::RwError;
 use crate::optimizer::plan_node::PlanNodeType;
 use crate::scheduler::plan_fragmenter::{ExecutionPlanNode, Query, StageId};
 use crate::scheduler::task_context::FrontendBatchTaskContext;
-use crate::scheduler::{ReadSnapshot, SchedulerError, SchedulerResult};
+use crate::scheduler::{SchedulerError, SchedulerResult};
 use crate::session::{FrontendEnv, SessionImpl};
 
 // TODO(error-handling): use a concrete error type.
@@ -61,9 +61,7 @@ pub struct LocalQueryExecution {
     sql: String,
     query: Query,
     front_env: FrontendEnv,
-    // The snapshot will be released when LocalQueryExecution is dropped.
-    // TODO
-    snapshot: ReadSnapshot,
+    batch_query_epoch: BatchQueryEpoch,
     session: Arc<SessionImpl>,
     worker_node_manager: WorkerNodeSelector,
     timeout: Option<Duration>,
@@ -74,21 +72,20 @@ impl LocalQueryExecution {
         query: Query,
         front_env: FrontendEnv,
         sql: S,
-        snapshot: ReadSnapshot,
+        support_barrier_read: bool,
+        batch_query_epoch: BatchQueryEpoch,
         session: Arc<SessionImpl>,
         timeout: Option<Duration>,
     ) -> Self {
         let sql = sql.into();
-        let worker_node_manager = WorkerNodeSelector::new(
-            front_env.worker_node_manager_ref(),
-            snapshot.support_barrier_read(),
-        );
+        let worker_node_manager =
+            WorkerNodeSelector::new(front_env.worker_node_manager_ref(), support_barrier_read);
 
         Self {
             sql,
             query,
             front_env,
-            snapshot,
+            batch_query_epoch,
             session,
             worker_node_manager,
             timeout,
@@ -118,7 +115,7 @@ impl LocalQueryExecution {
             &plan_node,
             &task_id,
             context,
-            self.snapshot.batch_query_epoch(),
+            self.batch_query_epoch,
             self.shutdown_rx().clone(),
         );
         let executor = executor.build().await?;
@@ -133,7 +130,7 @@ impl LocalQueryExecution {
         let span = tracing::info_span!(
             "local_execute",
             query_id = self.query.query_id.id,
-            epoch = ?self.snapshot.batch_query_epoch(),
+            epoch = ?self.batch_query_epoch,
         );
         Box::pin(self.run_inner().instrument(span))
     }
@@ -339,7 +336,7 @@ impl LocalQueryExecution {
                         };
                         let local_execute_plan = LocalExecutePlan {
                             plan: Some(second_stage_plan_fragment),
-                            epoch: Some(self.snapshot.batch_query_epoch()),
+                            epoch: Some(self.batch_query_epoch),
                             tracing_context: tracing_context.clone(),
                         };
                         let exchange_source = ExchangeSource {
@@ -383,7 +380,7 @@ impl LocalQueryExecution {
                         };
                         let local_execute_plan = LocalExecutePlan {
                             plan: Some(second_stage_plan_fragment),
-                            epoch: Some(self.snapshot.batch_query_epoch()),
+                            epoch: Some(self.batch_query_epoch),
                             tracing_context: tracing_context.clone(),
                         };
                         // NOTE: select a random work node here.
@@ -422,7 +419,7 @@ impl LocalQueryExecution {
                         };
                         let local_execute_plan = LocalExecutePlan {
                             plan: Some(second_stage_plan_fragment),
-                            epoch: Some(self.snapshot.batch_query_epoch()),
+                            epoch: Some(self.batch_query_epoch),
                             tracing_context: tracing_context.clone(),
                         };
                         // NOTE: select a random work node here.
@@ -458,7 +455,7 @@ impl LocalQueryExecution {
 
                     let local_execute_plan = LocalExecutePlan {
                         plan: Some(second_stage_plan_fragment),
-                        epoch: Some(self.snapshot.batch_query_epoch()),
+                        epoch: Some(self.batch_query_epoch),
                         tracing_context,
                     };
 
diff --git a/src/frontend/src/scheduler/plan_fragmenter.rs b/src/frontend/src/scheduler/plan_fragmenter.rs
index 6777f9373b841..9bd1851383af6 100644
--- a/src/frontend/src/scheduler/plan_fragmenter.rs
+++ b/src/frontend/src/scheduler/plan_fragmenter.rs
@@ -1229,6 +1229,8 @@ fn derive_partitions(
     vnode_mapping: &WorkerSlotMapping,
 ) -> SchedulerResult<HashMap<WorkerSlotId, TablePartitionInfo>> {
     let vnode_count = vnode_mapping.len();
+    assert_eq!(vnode_count, table_desc.vnode_count);
+
     let mut partitions: HashMap<WorkerSlotId, (BitmapBuilder, Vec<_>)> = HashMap::new();
 
     if scan_ranges.is_empty() {
diff --git a/src/frontend/src/scheduler/snapshot.rs b/src/frontend/src/scheduler/snapshot.rs
index e07360717b51a..e108c96352e99 100644
--- a/src/frontend/src/scheduler/snapshot.rs
+++ b/src/frontend/src/scheduler/snapshot.rs
@@ -12,21 +12,23 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::HashMap;
+use std::collections::{HashMap, HashSet};
 use std::sync::Arc;
 
+use anyhow::anyhow;
 use risingwave_common::catalog::TableId;
-use risingwave_common::util::epoch::Epoch;
+use risingwave_common::util::epoch::{Epoch, INVALID_EPOCH};
 use risingwave_hummock_sdk::version::HummockVersionStateTableInfo;
 use risingwave_hummock_sdk::{
-    FrontendHummockVersion, FrontendHummockVersionDelta, INVALID_VERSION_ID,
+    FrontendHummockVersion, FrontendHummockVersionDelta, HummockVersionId, INVALID_VERSION_ID,
 };
 use risingwave_pb::common::{batch_query_epoch, BatchQueryEpoch};
-use risingwave_pb::hummock::{HummockVersionDeltas, PbHummockSnapshot};
+use risingwave_pb::hummock::{HummockVersionDeltas, StateTableInfoDelta};
 use tokio::sync::watch;
 
 use crate::expr::InlineNowProcTime;
 use crate::meta_client::FrontendMetaClient;
+use crate::scheduler::SchedulerError;
 
 /// The storage snapshot to read from in a query, which can be freely cloned.
 #[derive(Clone)]
@@ -34,10 +36,10 @@ pub enum ReadSnapshot {
     /// A frontend-pinned snapshot.
     FrontendPinned {
         snapshot: PinnedSnapshotRef,
-        // It's embedded here because we always use it together with snapshot.
-        is_barrier_read: bool,
     },
 
+    ReadUncommitted,
+
     /// Other arbitrary epoch, e.g. user specified.
     /// Availability and consistency of underlying data should be guaranteed accordingly.
     /// Currently it's only used for querying meta snapshot backup.
@@ -46,21 +48,34 @@ pub enum ReadSnapshot {
 
 impl ReadSnapshot {
     /// Get the [`BatchQueryEpoch`] for this snapshot.
-    pub fn batch_query_epoch(&self) -> BatchQueryEpoch {
-        match self {
-            ReadSnapshot::FrontendPinned {
-                snapshot,
-                is_barrier_read,
-            } => snapshot.batch_query_epoch(*is_barrier_read),
+    pub fn batch_query_epoch(
+        &self,
+        read_storage_tables: &HashSet<TableId>,
+    ) -> Result<BatchQueryEpoch, SchedulerError> {
+        Ok(match self {
+            ReadSnapshot::FrontendPinned { snapshot } => BatchQueryEpoch {
+                epoch: Some(batch_query_epoch::Epoch::Committed(
+                    snapshot.batch_query_epoch(read_storage_tables)?.0,
+                )),
+            },
+            ReadSnapshot::ReadUncommitted => BatchQueryEpoch {
+                epoch: Some(batch_query_epoch::Epoch::Current(u64::MAX)),
+            },
             ReadSnapshot::Other(e) => BatchQueryEpoch {
                 epoch: Some(batch_query_epoch::Epoch::Backup(e.0)),
             },
-        }
+        })
     }
 
     pub fn inline_now_proc_time(&self) -> InlineNowProcTime {
         let epoch = match self {
-            ReadSnapshot::FrontendPinned { snapshot, .. } => Epoch(snapshot.committed_epoch()),
+            ReadSnapshot::FrontendPinned { snapshot } => snapshot
+                .value
+                .state_table_info
+                .max_table_committed_epoch()
+                .map(Epoch)
+                .unwrap_or_else(Epoch::now),
+            ReadSnapshot::ReadUncommitted => Epoch::now(),
             ReadSnapshot::Other(epoch) => *epoch,
         };
         InlineNowProcTime::new(epoch)
@@ -68,13 +83,7 @@ impl ReadSnapshot {
 
     /// Returns true if this snapshot is a barrier read.
     pub fn support_barrier_read(&self) -> bool {
-        match self {
-            ReadSnapshot::FrontendPinned {
-                snapshot: _,
-                is_barrier_read,
-            } => *is_barrier_read,
-            ReadSnapshot::Other(_) => false,
-        }
+        matches!(self, ReadSnapshot::ReadUncommitted)
     }
 }
 
@@ -94,17 +103,38 @@ impl std::fmt::Debug for PinnedSnapshot {
 pub type PinnedSnapshotRef = Arc<PinnedSnapshot>;
 
 impl PinnedSnapshot {
-    fn batch_query_epoch(&self, is_barrier_read: bool) -> BatchQueryEpoch {
-        let epoch = if is_barrier_read {
-            batch_query_epoch::Epoch::Current(u64::MAX)
-        } else {
-            batch_query_epoch::Epoch::Committed(self.value.max_committed_epoch)
-        };
-        BatchQueryEpoch { epoch: Some(epoch) }
+    fn batch_query_epoch(
+        &self,
+        read_storage_tables: &HashSet<TableId>,
+    ) -> Result<Epoch, SchedulerError> {
+        // use the min committed epoch of tables involved in the scan
+        let epoch = read_storage_tables
+            .iter()
+            .map(|table_id| {
+                self.value
+                    .state_table_info
+                    .info()
+                    .get(table_id)
+                    .map(|info| Epoch(info.committed_epoch))
+                    .ok_or_else(|| anyhow!("table id {table_id} may have been dropped"))
+            })
+            .try_fold(None, |prev_min_committed_epoch, committed_epoch| {
+                committed_epoch.map(|committed_epoch| {
+                    if let Some(prev_min_committed_epoch) = prev_min_committed_epoch
+                        && prev_min_committed_epoch <= committed_epoch
+                    {
+                        Some(prev_min_committed_epoch)
+                    } else {
+                        Some(committed_epoch)
+                    }
+                })
+            })?
+            .unwrap_or_else(Epoch::now);
+        Ok(epoch)
     }
 
-    pub fn committed_epoch(&self) -> u64 {
-        self.value.max_committed_epoch
+    pub fn version(&self) -> &FrontendHummockVersion {
+        &self.value
     }
 
     pub fn list_change_log_epochs(
@@ -126,7 +156,6 @@ impl PinnedSnapshot {
 fn invalid_snapshot() -> FrontendHummockVersion {
     FrontendHummockVersion {
         id: INVALID_VERSION_ID,
-        max_committed_epoch: 0,
         state_table_info: HummockVersionStateTableInfo::from_protobuf(&HashMap::new()),
         table_change_log: Default::default(),
     }
@@ -184,6 +213,24 @@ impl HummockSnapshotManager {
         })
     }
 
+    pub fn add_table_for_test(&self, table_id: TableId) {
+        self.update_inner(|version| {
+            let mut version = version.clone();
+            version.id = version.id.next();
+            version.state_table_info.apply_delta(
+                &HashMap::from_iter([(
+                    table_id,
+                    StateTableInfoDelta {
+                        committed_epoch: INVALID_EPOCH,
+                        compaction_group_id: 0,
+                    },
+                )]),
+                &HashSet::new(),
+            );
+            Some(version)
+        });
+    }
+
     fn update_inner(
         &self,
         get_new_snapshot: impl FnOnce(&FrontendHummockVersion) -> Option<FrontendHummockVersion>,
@@ -207,9 +254,9 @@ impl HummockSnapshotManager {
     }
 
     /// Wait until the latest snapshot is newer than the given one.
-    pub async fn wait(&self, snapshot: PbHummockSnapshot) {
+    pub async fn wait(&self, version_id: HummockVersionId) {
         let mut rx = self.latest_snapshot.subscribe();
-        while rx.borrow_and_update().value.max_committed_epoch < snapshot.committed_epoch {
+        while rx.borrow_and_update().value.id < version_id {
             rx.changed().await.unwrap();
         }
     }
diff --git a/src/frontend/src/scheduler/task_context.rs b/src/frontend/src/scheduler/task_context.rs
index a54c37debc38e..ede057c9a9c24 100644
--- a/src/frontend/src/scheduler/task_context.rs
+++ b/src/frontend/src/scheduler/task_context.rs
@@ -16,7 +16,7 @@ use std::sync::Arc;
 
 use prometheus::core::Atomic;
 use risingwave_batch::error::Result;
-use risingwave_batch::monitor::BatchMetricsWithTaskLabels;
+use risingwave_batch::monitor::BatchMetrics;
 use risingwave_batch::task::{BatchTaskContext, TaskOutput, TaskOutputId};
 use risingwave_batch::worker_manager::worker_node_manager::WorkerNodeManagerRef;
 use risingwave_common::catalog::SysCatalogReaderRef;
@@ -73,7 +73,7 @@ impl BatchTaskContext for FrontendBatchTaskContext {
         unimplemented!("not supported in local mode")
     }
 
-    fn batch_metrics(&self) -> Option<BatchMetricsWithTaskLabels> {
+    fn batch_metrics(&self) -> Option<BatchMetrics> {
         None
     }
 
diff --git a/src/frontend/src/session.rs b/src/frontend/src/session.rs
index b6da8522ec763..d51944c742908 100644
--- a/src/frontend/src/session.rs
+++ b/src/frontend/src/session.rs
@@ -186,14 +186,17 @@ impl FrontendEnv {
         use crate::test_utils::{MockCatalogWriter, MockFrontendMetaClient, MockUserInfoWriter};
 
         let catalog = Arc::new(RwLock::new(Catalog::default()));
-        let catalog_writer = Arc::new(MockCatalogWriter::new(catalog.clone()));
+        let meta_client = Arc::new(MockFrontendMetaClient {});
+        let hummock_snapshot_manager = Arc::new(HummockSnapshotManager::new(meta_client.clone()));
+        let catalog_writer = Arc::new(MockCatalogWriter::new(
+            catalog.clone(),
+            hummock_snapshot_manager.clone(),
+        ));
         let catalog_reader = CatalogReader::new(catalog);
         let user_info_manager = Arc::new(RwLock::new(UserInfoManager::default()));
         let user_info_writer = Arc::new(MockUserInfoWriter::new(user_info_manager.clone()));
         let user_info_reader = UserInfoReader::new(user_info_manager);
         let worker_node_manager = Arc::new(WorkerNodeManager::mock(vec![]));
-        let meta_client = Arc::new(MockFrontendMetaClient {});
-        let hummock_snapshot_manager = Arc::new(HummockSnapshotManager::new(meta_client.clone()));
         let system_params_manager = Arc::new(LocalSystemParamsManager::for_test());
         let compute_client_pool = Arc::new(ComputeClientPool::for_test());
         let query_manager = QueryManager::new(
@@ -298,19 +301,21 @@ impl FrontendEnv {
         let mut join_handles = vec![heartbeat_join_handle];
         let mut shutdown_senders = vec![heartbeat_shutdown_sender];
 
+        let frontend_meta_client = Arc::new(FrontendMetaClientImpl(meta_client.clone()));
+        let hummock_snapshot_manager =
+            Arc::new(HummockSnapshotManager::new(frontend_meta_client.clone()));
+
         let (catalog_updated_tx, catalog_updated_rx) = watch::channel(0);
         let catalog = Arc::new(RwLock::new(Catalog::default()));
         let catalog_writer = Arc::new(CatalogWriterImpl::new(
             meta_client.clone(),
             catalog_updated_rx,
+            hummock_snapshot_manager.clone(),
         ));
         let catalog_reader = CatalogReader::new(catalog.clone());
 
         let worker_node_manager = Arc::new(WorkerNodeManager::new());
 
-        let frontend_meta_client = Arc::new(FrontendMetaClientImpl(meta_client.clone()));
-        let hummock_snapshot_manager =
-            Arc::new(HummockSnapshotManager::new(frontend_meta_client.clone()));
         let compute_client_pool = Arc::new(ComputeClientPool::new(
             config.batch_exchange_connection_pool_size(),
         ));
diff --git a/src/frontend/src/session/cursor_manager.rs b/src/frontend/src/session/cursor_manager.rs
index 5faa360269d5d..9118579dddf56 100644
--- a/src/frontend/src/session/cursor_manager.rs
+++ b/src/frontend/src/session/cursor_manager.rs
@@ -14,11 +14,12 @@
 
 use core::mem;
 use core::time::Duration;
-use std::collections::{HashMap, VecDeque};
+use std::collections::{HashMap, HashSet, VecDeque};
 use std::rc::Rc;
 use std::sync::Arc;
 use std::time::Instant;
 
+use anyhow::anyhow;
 use bytes::Bytes;
 use fixedbitset::FixedBitSet;
 use futures::StreamExt;
@@ -50,7 +51,7 @@ use crate::monitor::{CursorMetrics, PeriodicCursorMetrics};
 use crate::optimizer::plan_node::{generic, BatchLogSeqScan};
 use crate::optimizer::property::{Order, RequiredDist};
 use crate::optimizer::PlanRoot;
-use crate::scheduler::{DistributedQueryStream, LocalQueryStream, ReadSnapshot};
+use crate::scheduler::{DistributedQueryStream, LocalQueryStream};
 use crate::{OptimizerContext, OptimizerContextRef, PgResponseStream, PlanRef, TableCatalog};
 
 pub enum CursorDataChunkStream {
@@ -272,14 +273,17 @@ impl SubscriptionCursor {
             // TODO: is this the right behavior? Should we delay the query stream initiation till the first fetch?
             let (chunk_stream, fields, init_query_timer) =
                 Self::initiate_query(None, &dependent_table_id, handle_args.clone()).await?;
-            let pinned_epoch = match handle_args.session.get_pinned_snapshot().ok_or_else(|| {
-                ErrorCode::InternalError("Fetch Cursor can't find snapshot epoch".to_string())
-            })? {
-                ReadSnapshot::FrontendPinned { snapshot, .. } => snapshot.committed_epoch(),
-                ReadSnapshot::Other(_) => {
-                    return Err(ErrorCode::InternalError("Fetch Cursor can't start from specified query epoch. May run `set query_epoch = 0;`".to_string()).into());
-                }
-            };
+            let pinned_epoch = handle_args
+                .session
+                .env
+                .hummock_snapshot_manager
+                .acquire()
+                .version()
+                .state_table_info
+                .info()
+                .get(&dependent_table_id)
+                .ok_or_else(|| anyhow!("dependent_table_id {dependent_table_id} not exists"))?
+                .committed_epoch;
             let start_timestamp = pinned_epoch;
 
             (
@@ -500,7 +504,6 @@ impl SubscriptionCursor {
         }
         self.last_fetch = Instant::now();
         let desc = self.fields.iter().map(to_pg_field).collect();
-        println!("ans: {:?},{:?}", ans,desc);
 
         Ok((ans, desc))
     }
@@ -674,6 +677,7 @@ impl SubscriptionCursor {
             schema,
             stmt_type: StatementType::SELECT,
             dependent_relations: table_catalog.dependent_relations.clone(),
+            read_storage_tables: HashSet::from_iter([table_catalog.id]),
         })
     }
 
diff --git a/src/frontend/src/session/transaction.rs b/src/frontend/src/session/transaction.rs
index d14df7f4900a2..085a66c01af10 100644
--- a/src/frontend/src/session/transaction.rs
+++ b/src/frontend/src/session/transaction.rs
@@ -225,15 +225,15 @@ impl SessionImpl {
 
                 if let Some(query_epoch) = query_epoch {
                     ReadSnapshot::Other(query_epoch)
+                } else if self.is_barrier_read() {
+                    ReadSnapshot::ReadUncommitted
                 } else {
                     // Acquire hummock snapshot for execution.
-                    let is_barrier_read = self.is_barrier_read();
                     let hummock_snapshot_manager = self.env().hummock_snapshot_manager();
                     let pinned_snapshot = hummock_snapshot_manager.acquire();
 
                     ReadSnapshot::FrontendPinned {
                         snapshot: pinned_snapshot,
-                        is_barrier_read,
                     }
                 }
             })
diff --git a/src/frontend/src/stream_fragmenter/graph/fragment_graph.rs b/src/frontend/src/stream_fragmenter/graph/fragment_graph.rs
index 9ab491ec3a41f..6f2a07a5f3d72 100644
--- a/src/frontend/src/stream_fragmenter/graph/fragment_graph.rs
+++ b/src/frontend/src/stream_fragmenter/graph/fragment_graph.rs
@@ -108,6 +108,7 @@ impl StreamFragmentGraph {
             dependent_table_ids: vec![],
             table_ids_cnt: 0,
             parallelism: None,
+            expected_vnode_count: 0,
         }
     }
 
diff --git a/src/frontend/src/stream_fragmenter/mod.rs b/src/frontend/src/stream_fragmenter/mod.rs
index 790f18d109a75..ce08a8f0eb441 100644
--- a/src/frontend/src/stream_fragmenter/mod.rs
+++ b/src/frontend/src/stream_fragmenter/mod.rs
@@ -14,6 +14,7 @@
 
 mod graph;
 use graph::*;
+use risingwave_common::hash::VirtualNode;
 use risingwave_common::util::recursive::{self, Recurse as _};
 use risingwave_connector::WithPropertiesExt;
 use risingwave_pb::stream_plan::stream_fragment_graph::Parallelism;
@@ -134,15 +135,18 @@ pub fn build_graph(plan_node: PlanRef) -> SchedulerResult<StreamFragmentGraphPro
         .collect();
     fragment_graph.table_ids_cnt = state.next_table_id;
 
-    // Set parallelism.
+    // Set parallelism and vnode count.
     {
         let config = ctx.session_ctx().config();
+
         fragment_graph.parallelism =
             config
                 .streaming_parallelism()
                 .map(|parallelism| Parallelism {
                     parallelism: parallelism.get(),
                 });
+        // TODO(var-vnode): allow configuring with session variable.
+        fragment_graph.expected_vnode_count = VirtualNode::COUNT as _;
     }
 
     // Set timezone.
diff --git a/src/frontend/src/test_utils.rs b/src/frontend/src/test_utils.rs
index a54d09f3ae785..560f01df39729 100644
--- a/src/frontend/src/test_utils.rs
+++ b/src/frontend/src/test_utils.rs
@@ -33,6 +33,7 @@ use risingwave_common::system_param::reader::SystemParamsReader;
 use risingwave_common::util::cluster_limit::ClusterLimit;
 use risingwave_common::util::column_index_mapping::ColIndexMapping;
 use risingwave_hummock_sdk::version::{HummockVersion, HummockVersionDelta};
+use risingwave_hummock_sdk::{HummockVersionId, INVALID_VERSION_ID};
 use risingwave_pb::backup_service::MetaSnapshotMetadata;
 use risingwave_pb::catalog::table::OptionalAssociatedSourceId;
 use risingwave_pb::catalog::{
@@ -71,6 +72,7 @@ use crate::catalog::{ConnectionId, DatabaseId, SchemaId, SecretId};
 use crate::error::{ErrorCode, Result};
 use crate::handler::RwPgResponse;
 use crate::meta_client::FrontendMetaClient;
+use crate::scheduler::HummockSnapshotManagerRef;
 use crate::session::{AuthContext, FrontendEnv, SessionImpl};
 use crate::user::user_manager::UserInfoManager;
 use crate::user::user_service::UserInfoWriter;
@@ -233,6 +235,7 @@ pub struct MockCatalogWriter {
     id: AtomicU32,
     table_id_to_schema_id: RwLock<HashMap<u32, SchemaId>>,
     schema_id_to_database_id: RwLock<HashMap<u32, DatabaseId>>,
+    hummock_snapshot_manager: HummockSnapshotManagerRef,
 }
 
 #[async_trait::async_trait]
@@ -279,6 +282,8 @@ impl CatalogWriter for MockCatalogWriter {
         table.stream_job_status = PbStreamJobStatus::Created as _;
         self.catalog.write().create_table(&table);
         self.add_table_or_source_id(table.id, table.schema_id, table.database_id);
+        self.hummock_snapshot_manager
+            .add_table_for_test(TableId::new(table.id));
         Ok(())
     }
 
@@ -659,7 +664,10 @@ impl CatalogWriter for MockCatalogWriter {
 }
 
 impl MockCatalogWriter {
-    pub fn new(catalog: Arc<RwLock<Catalog>>) -> Self {
+    pub fn new(
+        catalog: Arc<RwLock<Catalog>>,
+        hummock_snapshot_manager: HummockSnapshotManagerRef,
+    ) -> Self {
         catalog.write().create_database(&PbDatabase {
             id: 0,
             name: DEFAULT_DATABASE_NAME.to_string(),
@@ -692,6 +700,7 @@ impl MockCatalogWriter {
             id: AtomicU32::new(3),
             table_id_to_schema_id: Default::default(),
             schema_id_to_database_id: RwLock::new(map),
+            hummock_snapshot_manager,
         }
     }
 
@@ -933,8 +942,8 @@ impl FrontendMetaClient for MockFrontendMetaClient {
         Ok(HummockSnapshot { committed_epoch: 0 })
     }
 
-    async fn flush(&self, _checkpoint: bool) -> RpcResult<HummockSnapshot> {
-        Ok(HummockSnapshot { committed_epoch: 0 })
+    async fn flush(&self, _checkpoint: bool) -> RpcResult<HummockVersionId> {
+        Ok(INVALID_VERSION_ID)
     }
 
     async fn wait(&self) -> RpcResult<()> {
diff --git a/src/jni_core/src/lib.rs b/src/jni_core/src/lib.rs
index 8b771629df315..bb7dca9e02319 100644
--- a/src/jni_core/src/lib.rs
+++ b/src/jni_core/src/lib.rs
@@ -320,7 +320,7 @@ impl<'a> Deref for JavaBindingIterator<'a> {
 
 #[no_mangle]
 extern "system" fn Java_com_risingwave_java_binding_Binding_vnodeCount(_env: EnvParam<'_>) -> jint {
-    // TODO(var-vnode): use vnode count from config
+    // TODO(var-vnode): vnode count can vary for different tables.
     VirtualNode::COUNT as jint
 }
 
diff --git a/src/meta/model_v2/migration/README.md b/src/meta/model_v2/migration/README.md
index 2ed136b8d60f1..d0253be5c05d4 100644
--- a/src/meta/model_v2/migration/README.md
+++ b/src/meta/model_v2/migration/README.md
@@ -13,7 +13,7 @@
 - Generate a new migration file, a database endpoint is required but not used.
   Run this command in this directory, not project root.
     ```sh
-    export DATABASE_URL=sqlite::memory:; cargo run -- generate MIGRATION_NAME
+    DATABASE_URL=sqlite::memory: cargo run -- generate MIGRATION_NAME
     ```
 - Apply all pending migrations for test purposes, change `DATABASE_URL` to the actual database endpoint.
     ```sh
@@ -53,4 +53,4 @@
 
 ## Adding a migration
 
-- Add a new column to some catalogs. You can checkout the migration [m20240617_070131_index_column_properties.rs](src/m20240617_070131_index_column_properties.rs) as a reference.
\ No newline at end of file
+- Add a new column to some catalogs. You can checkout the migration [m20240617_070131_index_column_properties.rs](src/m20240617_070131_index_column_properties.rs) as a reference.
diff --git a/src/meta/model_v2/migration/src/lib.rs b/src/meta/model_v2/migration/src/lib.rs
index 0b09f3c4d4e11..4b5caff8a9e6e 100644
--- a/src/meta/model_v2/migration/src/lib.rs
+++ b/src/meta/model_v2/migration/src/lib.rs
@@ -21,6 +21,7 @@ mod m20240702_084927_unnecessary_fk;
 mod m20240726_063833_auto_schema_change;
 mod m20240806_143329_add_rate_limit_to_source_catalog;
 mod m20240820_081248_add_time_travel_per_table_epoch;
+mod m20240911_083152_variable_vnode_count;
 
 pub struct Migrator;
 
@@ -47,6 +48,7 @@ impl MigratorTrait for Migrator {
             Box::new(m20240726_063833_auto_schema_change::Migration),
             Box::new(m20240806_143329_add_rate_limit_to_source_catalog::Migration),
             Box::new(m20240820_081248_add_time_travel_per_table_epoch::Migration),
+            Box::new(m20240911_083152_variable_vnode_count::Migration),
         ]
     }
 }
diff --git a/src/meta/model_v2/migration/src/m20240911_083152_variable_vnode_count.rs b/src/meta/model_v2/migration/src/m20240911_083152_variable_vnode_count.rs
new file mode 100644
index 0000000000000..0f93c9e3dc3de
--- /dev/null
+++ b/src/meta/model_v2/migration/src/m20240911_083152_variable_vnode_count.rs
@@ -0,0 +1,69 @@
+use sea_orm_migration::prelude::{Table as MigrationTable, *};
+
+const VNODE_COUNT: i32 = 256;
+
+#[derive(DeriveMigrationName)]
+pub struct Migration;
+
+#[async_trait::async_trait]
+impl MigrationTrait for Migration {
+    async fn up(&self, manager: &SchemaManager) -> Result<(), DbErr> {
+        manager
+            .alter_table(
+                MigrationTable::alter()
+                    .table(Table::Table)
+                    .add_column(
+                        ColumnDef::new(Table::VnodeCount)
+                            .integer()
+                            .default(VNODE_COUNT),
+                    )
+                    .to_owned(),
+            )
+            .await?;
+
+        manager
+            .alter_table(
+                MigrationTable::alter()
+                    .table(Fragment::Table)
+                    .add_column(
+                        ColumnDef::new(Fragment::VnodeCount)
+                            .integer()
+                            .default(VNODE_COUNT),
+                    )
+                    .to_owned(),
+            )
+            .await
+    }
+
+    async fn down(&self, manager: &SchemaManager) -> Result<(), DbErr> {
+        manager
+            .alter_table(
+                MigrationTable::alter()
+                    .table(Table::Table)
+                    .drop_column(Table::VnodeCount)
+                    .to_owned(),
+            )
+            .await?;
+
+        manager
+            .alter_table(
+                MigrationTable::alter()
+                    .table(Fragment::Table)
+                    .drop_column(Fragment::VnodeCount)
+                    .to_owned(),
+            )
+            .await
+    }
+}
+
+#[derive(DeriveIden)]
+enum Fragment {
+    Table,
+    VnodeCount,
+}
+
+#[derive(DeriveIden)]
+enum Table {
+    Table,
+    VnodeCount,
+}
diff --git a/src/meta/model_v2/src/fragment.rs b/src/meta/model_v2/src/fragment.rs
index dd332f5fc76a7..9a365f37377db 100644
--- a/src/meta/model_v2/src/fragment.rs
+++ b/src/meta/model_v2/src/fragment.rs
@@ -29,6 +29,7 @@ pub struct Model {
     pub stream_node: StreamNode,
     pub state_table_ids: I32Array,
     pub upstream_fragment_id: I32Array,
+    pub vnode_count: i32,
 }
 
 #[derive(Copy, Clone, Debug, PartialEq, Eq, EnumIter, DeriveActiveEnum, Serialize, Deserialize)]
diff --git a/src/meta/model_v2/src/table.rs b/src/meta/model_v2/src/table.rs
index 44cebfa6f70ba..0a47208ff7351 100644
--- a/src/meta/model_v2/src/table.rs
+++ b/src/meta/model_v2/src/table.rs
@@ -13,6 +13,7 @@
 // limitations under the License.
 
 use risingwave_common::catalog::OBJECT_ID_PLACEHOLDER;
+use risingwave_common::hash::VnodeCountCompat;
 use risingwave_pb::catalog::table::{OptionalAssociatedSourceId, PbTableType};
 use risingwave_pb::catalog::{PbHandleConflictBehavior, PbTable};
 use sea_orm::entity::prelude::*;
@@ -133,6 +134,7 @@ pub struct Model {
     pub retention_seconds: Option<i32>,
     pub incoming_sinks: I32Array,
     pub cdc_table_id: Option<String>,
+    pub vnode_count: i32,
 }
 
 #[derive(Copy, Clone, Debug, EnumIter, DeriveRelation)]
@@ -207,6 +209,7 @@ impl From<PbTable> for ActiveModel {
     fn from(pb_table: PbTable) -> Self {
         let table_type = pb_table.table_type();
         let handle_pk_conflict_behavior = pb_table.handle_pk_conflict_behavior();
+        let vnode_count = pb_table.vnode_count();
 
         let fragment_id = if pb_table.fragment_id == OBJECT_ID_PLACEHOLDER {
             NotSet
@@ -255,6 +258,7 @@ impl From<PbTable> for ActiveModel {
             retention_seconds: Set(pb_table.retention_seconds.map(|i| i as _)),
             incoming_sinks: Set(pb_table.incoming_sinks.into()),
             cdc_table_id: Set(pb_table.cdc_table_id),
+            vnode_count: Set(vnode_count as _),
         }
     }
 }
diff --git a/src/meta/service/src/stream_service.rs b/src/meta/service/src/stream_service.rs
index cfbdda2e96509..7cc43ae1c78bf 100644
--- a/src/meta/service/src/stream_service.rs
+++ b/src/meta/service/src/stream_service.rs
@@ -69,35 +69,27 @@ impl StreamManagerService for StreamServiceImpl {
         self.env.idle_manager().record_activity();
         let req = request.into_inner();
 
-        let snapshot = self.barrier_scheduler.flush(req.checkpoint).await?;
+        let version_id = self.barrier_scheduler.flush(req.checkpoint).await?;
         Ok(Response::new(FlushResponse {
             status: None,
-            snapshot: Some(snapshot),
+            hummock_version_id: version_id.to_u64(),
         }))
     }
 
     #[cfg_attr(coverage, coverage(off))]
     async fn pause(&self, _: Request<PauseRequest>) -> Result<Response<PauseResponse>, Status> {
-        let i = self
-            .barrier_scheduler
+        self.barrier_scheduler
             .run_command(Command::pause(PausedReason::Manual))
             .await?;
-        Ok(Response::new(PauseResponse {
-            prev: i.prev_paused_reason.map(Into::into),
-            curr: i.curr_paused_reason.map(Into::into),
-        }))
+        Ok(Response::new(PauseResponse {}))
     }
 
     #[cfg_attr(coverage, coverage(off))]
     async fn resume(&self, _: Request<ResumeRequest>) -> Result<Response<ResumeResponse>, Status> {
-        let i = self
-            .barrier_scheduler
+        self.barrier_scheduler
             .run_command(Command::resume(PausedReason::Manual))
             .await?;
-        Ok(Response::new(ResumeResponse {
-            prev: i.prev_paused_reason.map(Into::into),
-            curr: i.curr_paused_reason.map(Into::into),
-        }))
+        Ok(Response::new(ResumeResponse {}))
     }
 
     #[cfg_attr(coverage, coverage(off))]
diff --git a/src/meta/src/barrier/mod.rs b/src/meta/src/barrier/mod.rs
index 5bb76ee46133c..f47e400dce81a 100644
--- a/src/meta/src/barrier/mod.rs
+++ b/src/meta/src/barrier/mod.rs
@@ -54,7 +54,6 @@ use self::command::CommandContext;
 use self::notifier::Notifier;
 use crate::barrier::creating_job::CreatingStreamingJobControl;
 use crate::barrier::info::InflightGraphInfo;
-use crate::barrier::notifier::BarrierInfo;
 use crate::barrier::progress::{CreateMviewProgressTracker, TrackingCommand, TrackingJob};
 use crate::barrier::rpc::{merge_node_rpc_errors, ControlStreamManager};
 use crate::barrier::state::BarrierManagerState;
@@ -1075,16 +1074,9 @@ impl GlobalBarrierManager {
         };
 
         // Notify about the injection.
-        let prev_paused_reason = self.state.paused_reason();
         let curr_paused_reason = command_ctx.next_paused_reason();
 
-        let info = BarrierInfo {
-            prev_epoch: prev_epoch.value(),
-            curr_epoch: curr_epoch.value(),
-            prev_paused_reason,
-            curr_paused_reason,
-        };
-        notifiers.iter_mut().for_each(|n| n.notify_started(info));
+        notifiers.iter_mut().for_each(|n| n.notify_started());
 
         // Update the paused state after the barrier is injected.
         self.state.set_paused_reason(curr_paused_reason);
@@ -1301,6 +1293,10 @@ impl GlobalBarrierManagerContext {
             }
         }
     }
+
+    pub fn hummock_manager(&self) -> &HummockManagerRef {
+        &self.hummock_manager
+    }
 }
 
 impl CreateMviewProgressTracker {
diff --git a/src/meta/src/barrier/notifier.rs b/src/meta/src/barrier/notifier.rs
index da201927664a4..d86f43fdd0a1d 100644
--- a/src/meta/src/barrier/notifier.rs
+++ b/src/meta/src/barrier/notifier.rs
@@ -12,27 +12,15 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use risingwave_common::util::epoch::Epoch;
-use risingwave_pb::meta::PausedReason;
 use tokio::sync::oneshot;
 
 use crate::{MetaError, MetaResult};
 
-/// The barrier info sent back to the caller when a barrier is injected.
-#[derive(Debug, Clone, Copy)]
-pub struct BarrierInfo {
-    pub prev_epoch: Epoch,
-    pub curr_epoch: Epoch,
-
-    pub prev_paused_reason: Option<PausedReason>,
-    pub curr_paused_reason: Option<PausedReason>,
-}
-
 /// Used for notifying the status of a scheduled command/barrier.
 #[derive(Debug, Default)]
 pub(crate) struct Notifier {
     /// Get notified when scheduled barrier has started to be handled.
-    pub started: Option<oneshot::Sender<MetaResult<BarrierInfo>>>,
+    pub started: Option<oneshot::Sender<MetaResult<()>>>,
 
     /// Get notified when scheduled barrier is collected or failed.
     pub collected: Option<oneshot::Sender<MetaResult<()>>>,
@@ -40,9 +28,9 @@ pub(crate) struct Notifier {
 
 impl Notifier {
     /// Notify when we have injected a barrier to compute nodes.
-    pub fn notify_started(&mut self, info: BarrierInfo) {
+    pub fn notify_started(&mut self) {
         if let Some(tx) = self.started.take() {
-            tx.send(Ok(info)).ok();
+            tx.send(Ok(())).ok();
         }
     }
 
diff --git a/src/meta/src/barrier/schedule.rs b/src/meta/src/barrier/schedule.rs
index f213999f0a08f..c39fdb56e4fb7 100644
--- a/src/meta/src/barrier/schedule.rs
+++ b/src/meta/src/barrier/schedule.rs
@@ -21,13 +21,13 @@ use anyhow::{anyhow, Context};
 use assert_matches::assert_matches;
 use parking_lot::Mutex;
 use risingwave_common::catalog::TableId;
-use risingwave_pb::hummock::HummockSnapshot;
+use risingwave_hummock_sdk::HummockVersionId;
 use risingwave_pb::meta::PausedReason;
 use tokio::select;
 use tokio::sync::{oneshot, watch};
 use tokio::time::Interval;
 
-use super::notifier::{BarrierInfo, Notifier};
+use super::notifier::Notifier;
 use super::{Command, Scheduled};
 use crate::hummock::HummockManagerRef;
 use crate::model::ActorId;
@@ -251,7 +251,7 @@ impl BarrierScheduler {
     /// Returns the barrier info of each command.
     ///
     /// TODO: atomicity of multiple commands is not guaranteed.
-    async fn run_multiple_commands(&self, commands: Vec<Command>) -> MetaResult<Vec<BarrierInfo>> {
+    async fn run_multiple_commands(&self, commands: Vec<Command>) -> MetaResult<()> {
         let mut contexts = Vec::with_capacity(commands.len());
         let mut scheduleds = Vec::with_capacity(commands.len());
 
@@ -272,16 +272,13 @@ impl BarrierScheduler {
 
         self.push(scheduleds)?;
 
-        let mut infos = Vec::with_capacity(contexts.len());
-
         for (injected_rx, collect_rx) in contexts {
             // Wait for this command to be injected, and record the result.
             tracing::trace!("waiting for injected_rx");
-            let info = injected_rx
+            injected_rx
                 .await
                 .ok()
                 .context("failed to inject barrier")??;
-            infos.push(info);
 
             tracing::trace!("waiting for collect_rx");
             // Throw the error if it occurs when collecting this barrier.
@@ -291,41 +288,34 @@ impl BarrierScheduler {
                 .context("failed to collect barrier")??;
         }
 
-        Ok(infos)
+        Ok(())
     }
 
     /// Run a command with a `Pause` command before and `Resume` command after it. Used for
     /// configuration change.
     ///
     /// Returns the barrier info of the actual command.
-    pub async fn run_config_change_command_with_pause(
-        &self,
-        command: Command,
-    ) -> MetaResult<BarrierInfo> {
+    pub async fn run_config_change_command_with_pause(&self, command: Command) -> MetaResult<()> {
         self.run_multiple_commands(vec![
             Command::pause(PausedReason::ConfigChange),
             command,
             Command::resume(PausedReason::ConfigChange),
         ])
         .await
-        .map(|i| i[1])
     }
 
     /// Run a command and return when it's completely finished.
     ///
     /// Returns the barrier info of the actual command.
-    pub async fn run_command(&self, command: Command) -> MetaResult<BarrierInfo> {
+    pub async fn run_command(&self, command: Command) -> MetaResult<()> {
         tracing::trace!("run_command: {:?}", command);
-        let ret = self
-            .run_multiple_commands(vec![command])
-            .await
-            .map(|i| i[0]);
+        let ret = self.run_multiple_commands(vec![command]).await;
         tracing::trace!("run_command finished");
         ret
     }
 
     /// Flush means waiting for the next barrier to collect.
-    pub async fn flush(&self, checkpoint: bool) -> MetaResult<HummockSnapshot> {
+    pub async fn flush(&self, checkpoint: bool) -> MetaResult<HummockVersionId> {
         let start = Instant::now();
 
         tracing::debug!("start barrier flush");
@@ -334,8 +324,8 @@ impl BarrierScheduler {
         let elapsed = Instant::now().duration_since(start);
         tracing::debug!("barrier flushed in {:?}", elapsed);
 
-        let snapshot = self.hummock_manager.latest_snapshot();
-        Ok(snapshot)
+        let version_id = self.hummock_manager.get_version_id().await;
+        Ok(version_id)
     }
 }
 
diff --git a/src/meta/src/controller/catalog.rs b/src/meta/src/controller/catalog.rs
index f747100eaed8f..cb455c6b49a56 100644
--- a/src/meta/src/controller/catalog.rs
+++ b/src/meta/src/controller/catalog.rs
@@ -2921,16 +2921,23 @@ impl CatalogController {
 
     pub async fn get_all_table_options(&self) -> MetaResult<HashMap<TableId, TableOption>> {
         let inner = self.inner.read().await;
-        let table_options: Vec<(TableId, Option<u32>)> = Table::find()
+        let table_options: Vec<(TableId, Option<i32>)> = Table::find()
             .select_only()
             .columns([table::Column::TableId, table::Column::RetentionSeconds])
-            .into_tuple::<(TableId, Option<u32>)>()
+            .into_tuple::<(TableId, Option<i32>)>()
             .all(&inner.db)
             .await?;
 
         Ok(table_options
             .into_iter()
-            .map(|(id, retention_seconds)| (id, TableOption { retention_seconds }))
+            .map(|(id, retention_seconds)| {
+                (
+                    id,
+                    TableOption {
+                        retention_seconds: retention_seconds.map(|i| i.try_into().unwrap()),
+                    },
+                )
+            })
             .collect())
     }
 
diff --git a/src/meta/src/controller/fragment.rs b/src/meta/src/controller/fragment.rs
index 31575e72804f9..b29c4cc207ebb 100644
--- a/src/meta/src/controller/fragment.rs
+++ b/src/meta/src/controller/fragment.rs
@@ -19,7 +19,7 @@ use std::mem::swap;
 use anyhow::Context;
 use itertools::Itertools;
 use risingwave_common::bail;
-use risingwave_common::hash::WorkerSlotId;
+use risingwave_common::hash::{VnodeCountCompat, WorkerSlotId};
 use risingwave_common::util::stream_graph_visitor::visit_stream_node;
 use risingwave_meta_model_v2::actor::ActorStatus;
 use risingwave_meta_model_v2::fragment::DistributionType;
@@ -177,6 +177,7 @@ impl CatalogController {
         Vec<actor::Model>,
         HashMap<ActorId, Vec<actor_dispatcher::Model>>,
     )> {
+        let vnode_count = pb_fragment.vnode_count();
         let PbFragment {
             fragment_id: pb_fragment_id,
             fragment_type_mask: pb_fragment_type_mask,
@@ -294,6 +295,7 @@ impl CatalogController {
             stream_node,
             state_table_ids,
             upstream_fragment_id,
+            vnode_count: vnode_count as _,
         };
 
         Ok((fragment, actors, actor_dispatchers))
@@ -365,6 +367,7 @@ impl CatalogController {
             stream_node,
             state_table_ids,
             upstream_fragment_id,
+            vnode_count,
         } = fragment;
 
         let stream_node_template = stream_node.to_protobuf();
@@ -463,6 +466,7 @@ impl CatalogController {
             actors: pb_actors,
             state_table_ids: pb_state_table_ids,
             upstream_fragment_ids: pb_upstream_fragment_ids,
+            maybe_vnode_count: Some(vnode_count as _),
         };
 
         Ok((pb_fragment, pb_actor_status, pb_actor_splits))
@@ -1541,6 +1545,7 @@ mod tests {
                 .values()
                 .flat_map(|m| m.keys().map(|x| *x as _))
                 .collect(),
+            maybe_vnode_count: Some(VirtualNode::COUNT_FOR_TEST as _),
         };
 
         let pb_actor_status = (0..actor_count)
@@ -1684,6 +1689,7 @@ mod tests {
             stream_node: StreamNode::from(&stream_node),
             state_table_ids: I32Array(vec![TEST_STATE_TABLE_ID]),
             upstream_fragment_id: I32Array::default(),
+            vnode_count: VirtualNode::COUNT_FOR_TEST as _,
         };
 
         let (pb_fragment, pb_actor_status, pb_actor_splits) = CatalogController::compose_fragment(
@@ -1793,6 +1799,7 @@ mod tests {
             actors: _,
             state_table_ids: pb_state_table_ids,
             upstream_fragment_ids: pb_upstream_fragment_ids,
+            maybe_vnode_count: _,
         } = pb_fragment;
 
         assert_eq!(fragment_id, TEST_FRAGMENT_ID as u32);
diff --git a/src/meta/src/controller/mod.rs b/src/meta/src/controller/mod.rs
index 3e903802b86ee..bfad20f668bcd 100644
--- a/src/meta/src/controller/mod.rs
+++ b/src/meta/src/controller/mod.rs
@@ -163,6 +163,7 @@ impl From<ObjectModel<table::Model>> for PbTable {
             created_at_cluster_version: value.1.created_at_cluster_version,
             retention_seconds: value.0.retention_seconds.map(|id| id as u32),
             cdc_table_id: value.0.cdc_table_id,
+            maybe_vnode_count: Some(value.0.vnode_count as _),
         }
     }
 }
diff --git a/src/meta/src/hummock/manager/versioning.rs b/src/meta/src/hummock/manager/versioning.rs
index a4136f39004fe..3c5873b7e1cd0 100644
--- a/src/meta/src/hummock/manager/versioning.rs
+++ b/src/meta/src/hummock/manager/versioning.rs
@@ -147,6 +147,10 @@ impl HummockManager {
         f(&self.versioning.read().await.current_version)
     }
 
+    pub async fn get_version_id(&self) -> HummockVersionId {
+        self.on_current_version(|version| version.id).await
+    }
+
     /// Gets the mapping from table id to compaction group id
     pub async fn get_table_compaction_group_id_mapping(
         &self,
diff --git a/src/meta/src/manager/streaming_job.rs b/src/meta/src/manager/streaming_job.rs
index 0aca9eccf8974..7f80d8f384c21 100644
--- a/src/meta/src/manager/streaming_job.rs
+++ b/src/meta/src/manager/streaming_job.rs
@@ -133,6 +133,10 @@ impl StreamingJob {
     }
 }
 
+// TODO: basically we want to ensure that the `Table` persisted in the catalog is the same as the
+// one in the `Materialize` node in the actor. However, they are currently handled separately
+// and can be out of sync. Shall we directly copy the whole struct from the actor to the catalog
+// to avoid `set`ting each field separately?
 impl StreamingJob {
     pub fn set_id(&mut self, id: u32) {
         match self {
@@ -160,6 +164,16 @@ impl StreamingJob {
         }
     }
 
+    /// Set the vnode count of the table.
+    pub fn set_table_vnode_count(&mut self, vnode_count: usize) {
+        match self {
+            Self::MaterializedView(table) | Self::Index(_, table) | Self::Table(_, table, ..) => {
+                table.maybe_vnode_count = Some(vnode_count as u32);
+            }
+            Self::Sink(_, _) | Self::Source(_) => {}
+        }
+    }
+
     /// Set the fragment id where the table dml is received.
     pub fn set_dml_fragment_id(&mut self, id: Option<FragmentId>) {
         match self {
diff --git a/src/meta/src/rpc/ddl_controller.rs b/src/meta/src/rpc/ddl_controller.rs
index 43c8b52a571c3..56e8edbf1d780 100644
--- a/src/meta/src/rpc/ddl_controller.rs
+++ b/src/meta/src/rpc/ddl_controller.rs
@@ -23,7 +23,7 @@ use itertools::Itertools;
 use rand::Rng;
 use risingwave_common::bitmap::Bitmap;
 use risingwave_common::config::DefaultParallelism;
-use risingwave_common::hash::{ActorMapping, VirtualNode};
+use risingwave_common::hash::{ActorMapping, VnodeCountCompat};
 use risingwave_common::secret::SecretEncryption;
 use risingwave_common::system_param::reader::SystemParamsRead;
 use risingwave_common::util::column_index_mapping::ColIndexMapping;
@@ -51,7 +51,7 @@ use risingwave_pb::catalog::{
 };
 use risingwave_pb::ddl_service::alter_owner_request::Object;
 use risingwave_pb::ddl_service::{
-    alter_name_request, alter_set_schema_request, DdlProgress, TableJobType,
+    alter_name_request, alter_set_schema_request, DdlProgress, TableJobType, WaitVersion,
 };
 use risingwave_pb::meta::table_fragments::fragment::FragmentDistributionType;
 use risingwave_pb::meta::table_fragments::PbFragment;
@@ -278,7 +278,9 @@ impl DdlController {
     /// has been interrupted during executing, the request will be cancelled by tonic. Since we have
     /// a lot of logic for revert, status management, notification and so on, ensuring consistency
     /// would be a huge hassle and pain if we don't spawn here.
-    pub async fn run_command(&self, command: DdlCommand) -> MetaResult<NotificationVersion> {
+    ///
+    /// Though returning `Option`, it's always `Some`, to simplify the handling logic
+    pub async fn run_command(&self, command: DdlCommand) -> MetaResult<Option<WaitVersion>> {
         if !command.allow_in_recovery() {
             self.barrier_manager.check_status_running()?;
         }
@@ -353,7 +355,16 @@ impl DdlController {
             }
         }
         .in_current_span();
-        tokio::spawn(fut).await.unwrap()
+        let notification_version = tokio::spawn(fut).await.map_err(|e| anyhow!(e))??;
+        Ok(Some(WaitVersion {
+            catalog_version: notification_version,
+            hummock_version_id: self
+                .barrier_manager
+                .hummock_manager()
+                .get_version_id()
+                .await
+                .to_u64(),
+        }))
     }
 
     pub async fn get_ddl_progress(&self) -> MetaResult<Vec<DdlProgress>> {
@@ -1573,6 +1584,7 @@ impl DdlController {
         let specified_parallelism = fragment_graph.specified_parallelism();
         let internal_tables = fragment_graph.internal_tables();
         let expr_context = stream_ctx.to_expr_context();
+        let max_parallelism = NonZeroUsize::new(fragment_graph.expected_vnode_count()).unwrap();
 
         // 1. Resolve the upstream fragments, extend the fragment graph to a complete graph that
         // contains all information needed for building the actor graph.
@@ -1620,16 +1632,11 @@ impl DdlController {
         let cluster_info = self.metadata_manager.get_streaming_cluster_info().await?;
 
         let parallelism = self.resolve_stream_parallelism(specified_parallelism, &cluster_info)?;
-
-        // TODO(var-vnode): use vnode count from config
-        const MAX_PARALLELISM: NonZeroUsize = NonZeroUsize::new(VirtualNode::COUNT).unwrap();
-
-        let parallelism_limited = parallelism > MAX_PARALLELISM;
+        let parallelism_limited = parallelism > max_parallelism;
         if parallelism_limited {
-            tracing::warn!("Too many parallelism, use {} instead", MAX_PARALLELISM);
+            tracing::warn!("Too many parallelism, use {} instead", max_parallelism);
         }
-
-        let parallelism = parallelism.min(MAX_PARALLELISM);
+        let parallelism = parallelism.min(max_parallelism);
 
         let actor_graph_builder =
             ActorGraphBuilder::new(id, complete_graph, cluster_info, parallelism)?;
@@ -1653,7 +1660,7 @@ impl DdlController {
         // Otherwise, it defaults to FIXED based on deduction.
         let table_parallelism = match (specified_parallelism, &self.env.opts.default_parallelism) {
             (None, DefaultParallelism::Full) if parallelism_limited => {
-                tracing::warn!("Parallelism limited to {MAX_PARALLELISM} in ADAPTIVE mode");
+                tracing::warn!("Parallelism limited to {max_parallelism} in ADAPTIVE mode");
                 TableParallelism::Adaptive
             }
             (None, DefaultParallelism::Full) => TableParallelism::Adaptive,
@@ -1668,6 +1675,10 @@ impl DdlController {
             table_parallelism,
         );
 
+        if let Some(mview_fragment) = table_fragments.mview_fragment() {
+            stream_job.set_table_vnode_count(mview_fragment.vnode_count());
+        }
+
         let replace_table_job_info = match affected_table_replace_info {
             Some((streaming_job, fragment_graph)) => {
                 if snapshot_backfill_info.is_some() {
@@ -2149,6 +2160,9 @@ impl DdlController {
             old_table_fragments.assigned_parallelism,
         );
 
+        // Note: no need to set `vnode_count` as it's already set by the frontend.
+        // See `get_replace_table_plan`.
+
         let ctx = ReplaceTableContext {
             old_table_fragments,
             merge_updates,
diff --git a/src/meta/src/serving/mod.rs b/src/meta/src/serving/mod.rs
index 30f1466eae7f7..3d7ab9888362f 100644
--- a/src/meta/src/serving/mod.rs
+++ b/src/meta/src/serving/mod.rs
@@ -57,7 +57,7 @@ impl ServingVnodeMapping {
                 } else {
                     None
                 };
-                // TODO(var-vnode): use vnode count from config
+                // TODO(var-vnode): also fetch vnode count for each fragment
                 place_vnode(old_mapping, workers, max_parallelism, VirtualNode::COUNT)
             };
             match new_mapping {
diff --git a/src/meta/src/stream/scale.rs b/src/meta/src/stream/scale.rs
index 3c73b947d830a..c2891d81b81ab 100644
--- a/src/meta/src/stream/scale.rs
+++ b/src/meta/src/stream/scale.rs
@@ -28,7 +28,7 @@ use num_traits::abs;
 use risingwave_common::bail;
 use risingwave_common::bitmap::{Bitmap, BitmapBuilder};
 use risingwave_common::catalog::TableId;
-use risingwave_common::hash::{ActorMapping, VirtualNode};
+use risingwave_common::hash::{ActorMapping, VnodeCountCompat};
 use risingwave_common::util::iter_util::ZipEqDebug;
 use risingwave_meta_model_v2::{actor, fragment, ObjectId, StreamingParallelism};
 use risingwave_pb::common::{PbActorLocation, WorkerNode, WorkerType};
@@ -645,6 +645,7 @@ impl ScaleController {
                     stream_node,
                     state_table_ids,
                     upstream_fragment_id,
+                    vnode_count: _,
                 },
             ) in fragments
             {
@@ -1429,9 +1430,6 @@ impl ScaleController {
                 FragmentDistributionType::Hash => {
                     if !in_degree_types.contains(&DispatcherType::Hash) {
                         None
-                    } else if actors_after_reschedule.len() == 1 {
-                        let actor_id = actors_after_reschedule.keys().next().cloned().unwrap();
-                        Some(ActorMapping::new_single(actor_id))
                     } else {
                         // Changes of the bitmap must occur in the case of HashDistribution
                         Some(ActorMapping::from_bitmaps(
@@ -1900,8 +1898,7 @@ impl ScaleController {
         &self,
         policy: TableResizePolicy,
     ) -> MetaResult<HashMap<FragmentId, WorkerReschedule>> {
-        // TODO(var-vnode): use vnode count from config
-        let max_parallelism = VirtualNode::COUNT;
+        type VnodeCount = usize;
 
         let TableResizePolicy {
             worker_ids,
@@ -1940,7 +1937,7 @@ impl ScaleController {
         let mut no_shuffle_source_fragment_ids = HashSet::new();
         let mut no_shuffle_target_fragment_ids = HashSet::new();
 
-        // index for fragment_id -> distribution_type
+        // index for fragment_id -> (distribution_type, vnode_count)
         let mut fragment_distribution_map = HashMap::new();
         // index for actor -> worker id
         let mut actor_location = HashMap::new();
@@ -1953,7 +1950,10 @@ impl ScaleController {
         fn build_index(
             no_shuffle_source_fragment_ids: &mut HashSet<FragmentId>,
             no_shuffle_target_fragment_ids: &mut HashSet<FragmentId>,
-            fragment_distribution_map: &mut HashMap<FragmentId, FragmentDistributionType>,
+            fragment_distribution_map: &mut HashMap<
+                FragmentId,
+                (FragmentDistributionType, VnodeCount),
+            >,
             actor_location: &mut HashMap<ActorId, WorkerId>,
             table_fragment_id_map: &mut HashMap<u32, HashSet<FragmentId>>,
             fragment_actor_id_map: &mut HashMap<FragmentId, HashSet<u32>>,
@@ -2021,7 +2021,10 @@ impl ScaleController {
                         }
                     }
 
-                    fragment_distribution_map.insert(*fragment_id, fragment.distribution_type());
+                    fragment_distribution_map.insert(
+                        *fragment_id,
+                        (fragment.distribution_type(), fragment.vnode_count()),
+                    );
 
                     table_fragment_id_map
                         .entry(table_id.table_id())
@@ -2040,7 +2043,10 @@ impl ScaleController {
         async fn build_index_v2(
             no_shuffle_source_fragment_ids: &mut HashSet<FragmentId>,
             no_shuffle_target_fragment_ids: &mut HashSet<FragmentId>,
-            fragment_distribution_map: &mut HashMap<FragmentId, FragmentDistributionType>,
+            fragment_distribution_map: &mut HashMap<
+                FragmentId,
+                (FragmentDistributionType, VnodeCount),
+            >,
             actor_location: &mut HashMap<ActorId, WorkerId>,
             table_fragment_id_map: &mut HashMap<u32, HashSet<FragmentId>>,
             fragment_actor_id_map: &mut HashMap<FragmentId, HashSet<u32>>,
@@ -2073,7 +2079,10 @@ impl ScaleController {
             for (fragment_id, fragment) in fragments {
                 fragment_distribution_map.insert(
                     fragment_id as FragmentId,
-                    FragmentDistributionType::from(fragment.distribution_type),
+                    (
+                        FragmentDistributionType::from(fragment.distribution_type),
+                        fragment.vnode_count as _,
+                    ),
                 );
 
                 table_fragment_id_map
@@ -2166,7 +2175,10 @@ impl ScaleController {
                     );
                 }
 
-                match fragment_distribution_map.get(&fragment_id).unwrap() {
+                let &(dist, vnode_count) = fragment_distribution_map.get(&fragment_id).unwrap();
+                let max_parallelism = vnode_count;
+
+                match dist {
                     FragmentDistributionType::Unspecified => unreachable!(),
                     FragmentDistributionType::Single => {
                         let (single_worker_id, should_be_one) =
@@ -2232,7 +2244,8 @@ impl ScaleController {
                         }
                         TableParallelism::Fixed(mut n) => {
                             if n > max_parallelism {
-                                // This should be unreachable, but we still intercept it to prevent accidental modifications.
+                                // This should be unreachable as it was already checked and rewritten in the frontend.
+                                // We still intercept it to prevent accidental modifications.
                                 tracing::warn!("specified parallelism {n} for table {table_id} is larger than max parallelism, force limit to {max_parallelism}");
                                 n = max_parallelism
                             }
diff --git a/src/meta/src/stream/stream_graph/actor.rs b/src/meta/src/stream/stream_graph/actor.rs
index 22424a98f9abf..6799526b71e4b 100644
--- a/src/meta/src/stream/stream_graph/actor.rs
+++ b/src/meta/src/stream/stream_graph/actor.rs
@@ -22,6 +22,7 @@ use risingwave_common::bail;
 use risingwave_common::bitmap::Bitmap;
 use risingwave_common::hash::{ActorId, ActorMapping, WorkerSlotId};
 use risingwave_common::util::iter_util::ZipEqFast;
+use risingwave_common::util::stream_graph_visitor::visit_tables;
 use risingwave_pb::meta::table_fragments::Fragment;
 use risingwave_pb::plan_common::ExprContext;
 use risingwave_pb::stream_plan::stream_node::NodeBody;
@@ -665,6 +666,7 @@ impl ActorGraphBuilder {
         cluster_info: StreamingClusterInfo,
         default_parallelism: NonZeroUsize,
     ) -> MetaResult<Self> {
+        let expected_vnode_count = fragment_graph.expected_vnode_count();
         let existing_distributions = fragment_graph.existing_distribution();
 
         // Schedule the distribution of all building fragments.
@@ -672,9 +674,19 @@ impl ActorGraphBuilder {
             streaming_job_id,
             &cluster_info.worker_nodes,
             default_parallelism,
+            expected_vnode_count,
         )?;
         let distributions = scheduler.schedule(&fragment_graph)?;
 
+        // Fill the vnode count for each internal table, based on schedule result.
+        let mut fragment_graph = fragment_graph;
+        for (id, fragment) in fragment_graph.building_fragments_mut() {
+            let vnode_count = distributions[id].vnode_count();
+            visit_tables(fragment, |table, _| {
+                table.maybe_vnode_count = Some(vnode_count as _);
+            })
+        }
+
         Ok(Self {
             distributions,
             existing_distributions,
@@ -854,7 +866,10 @@ impl ActorGraphBuilder {
                     .worker_slots()
                     .map(|worker_slot| {
                         let actor_id = state.next_actor_id();
-                        let vnode_bitmap = bitmaps.as_ref().map(|m| &m[&worker_slot]).cloned();
+                        let vnode_bitmap = bitmaps
+                            .as_ref()
+                            .map(|m: &HashMap<WorkerSlotId, Bitmap>| &m[&worker_slot])
+                            .cloned();
 
                         state.inner.add_actor(
                             actor_id,
diff --git a/src/meta/src/stream/stream_graph/fragment.rs b/src/meta/src/stream/stream_graph/fragment.rs
index 782156775586d..b997b54a3bbe4 100644
--- a/src/meta/src/stream/stream_graph/fragment.rs
+++ b/src/meta/src/stream/stream_graph/fragment.rs
@@ -14,7 +14,7 @@
 
 use std::collections::{HashMap, HashSet};
 use std::num::NonZeroUsize;
-use std::ops::Deref;
+use std::ops::{Deref, DerefMut};
 use std::sync::LazyLock;
 
 use anyhow::{anyhow, Context};
@@ -241,6 +241,12 @@ impl Deref for BuildingFragment {
     }
 }
 
+impl DerefMut for BuildingFragment {
+    fn deref_mut(&mut self) -> &mut Self::Target {
+        &mut self.inner
+    }
+}
+
 /// The ID of an edge in the fragment graph. For different types of edges, the ID will be in
 /// different variants.
 #[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, EnumAsInner)]
@@ -319,6 +325,16 @@ pub struct StreamFragmentGraph {
     /// The default parallelism of the job, specified by the `STREAMING_PARALLELISM` session
     /// variable. If not specified, all active worker slots will be used.
     specified_parallelism: Option<NonZeroUsize>,
+
+    /// Expected vnode count for the graph.
+    /// The scheduler on the meta service will use this as a hint to decide the vnode count
+    /// for each fragment.
+    ///
+    /// Note that the actual vnode count may be different from this value.
+    /// For example, a no-shuffle exchange between current fragment graph and an existing
+    /// upstream fragment graph requires two fragments to be in the same distribution,
+    /// thus the same vnode count.
+    expected_vnode_count: usize,
 }
 
 impl StreamFragmentGraph {
@@ -394,12 +410,15 @@ impl StreamFragmentGraph {
             None
         };
 
+        let expected_vnode_count = proto.expected_vnode_count as usize;
+
         Ok(Self {
             fragments,
             downstreams,
             upstreams,
             dependent_table_ids,
             specified_parallelism,
+            expected_vnode_count,
         })
     }
 
@@ -499,6 +518,11 @@ impl StreamFragmentGraph {
         self.specified_parallelism
     }
 
+    /// Get the expected vnode count of the graph. See documentation of the field for more details.
+    pub fn expected_vnode_count(&self) -> usize {
+        self.expected_vnode_count
+    }
+
     /// Get downstreams of a fragment.
     fn get_downstreams(
         &self,
@@ -1069,6 +1093,8 @@ impl CompleteStreamFragmentGraph {
         } = building_fragment;
 
         let distribution_type = distribution.to_distribution_type() as i32;
+        let vnode_count = distribution.vnode_count();
+
         let materialized_fragment_id =
             if inner.fragment_type_mask & FragmentTypeFlag::Mview as u32 != 0 {
                 table_id
@@ -1094,6 +1120,7 @@ impl CompleteStreamFragmentGraph {
             actors,
             state_table_ids,
             upstream_fragment_ids,
+            maybe_vnode_count: Some(vnode_count as _),
         }
     }
 
@@ -1148,4 +1175,16 @@ impl CompleteStreamFragmentGraph {
     pub(super) fn building_fragments(&self) -> &HashMap<GlobalFragmentId, BuildingFragment> {
         &self.building_graph.fragments
     }
+
+    /// Returns all building fragments in the graph, mutable.
+    pub(super) fn building_fragments_mut(
+        &mut self,
+    ) -> &mut HashMap<GlobalFragmentId, BuildingFragment> {
+        &mut self.building_graph.fragments
+    }
+
+    /// Get the expected vnode count of the building graph. See documentation of the field for more details.
+    pub(super) fn expected_vnode_count(&self) -> usize {
+        self.building_graph.expected_vnode_count()
+    }
 }
diff --git a/src/meta/src/stream/stream_graph/schedule.rs b/src/meta/src/stream/stream_graph/schedule.rs
index d054beb0772b0..f67d8547e28a8 100644
--- a/src/meta/src/stream/stream_graph/schedule.rs
+++ b/src/meta/src/stream/stream_graph/schedule.rs
@@ -151,6 +151,16 @@ impl Distribution {
         }
     }
 
+    /// Get the vnode count of the distribution.
+    // TODO(var-vnode): after `ServingVnodeMapping::upsert` is made vnode-count-aware,
+    // we may return 1 for singleton.
+    pub fn vnode_count(&self) -> usize {
+        match self {
+            Distribution::Singleton(_) => VirtualNode::COUNT,
+            Distribution::Hash(mapping) => mapping.len(),
+        }
+    }
+
     /// Create a distribution from a persisted protobuf `Fragment`.
     pub fn from_fragment(
         fragment: &risingwave_pb::meta::table_fragments::Fragment,
@@ -214,6 +224,7 @@ impl Scheduler {
         streaming_job_id: u32,
         workers: &HashMap<u32, WorkerNode>,
         default_parallelism: NonZeroUsize,
+        expected_vnode_count: usize,
     ) -> MetaResult<Self> {
         // Group worker slots with worker node.
 
@@ -223,6 +234,11 @@ impl Scheduler {
             .collect();
 
         let parallelism = default_parallelism.get();
+        assert!(
+            parallelism <= expected_vnode_count,
+            "parallelism should be limited by vnode count in previous steps"
+        );
+
         let scheduled = schedule_units_for_slots(&slots, parallelism, streaming_job_id)?;
 
         let scheduled_worker_slots = scheduled
@@ -235,9 +251,8 @@ impl Scheduler {
         assert_eq!(scheduled_worker_slots.len(), parallelism);
 
         // Build the default hash mapping uniformly.
-        // TODO(var-vnode): use vnode count from config
         let default_hash_mapping =
-            WorkerSlotMapping::build_from_ids(&scheduled_worker_slots, VirtualNode::COUNT);
+            WorkerSlotMapping::build_from_ids(&scheduled_worker_slots, expected_vnode_count);
 
         let single_scheduled = schedule_units_for_slots(&slots, 1, streaming_job_id)?;
         let default_single_worker_id = single_scheduled.keys().exactly_one().cloned().unwrap();
diff --git a/src/meta/src/stream/test_fragmenter.rs b/src/meta/src/stream/test_fragmenter.rs
index 601c708efef34..040ca0046e30f 100644
--- a/src/meta/src/stream/test_fragmenter.rs
+++ b/src/meta/src/stream/test_fragmenter.rs
@@ -18,12 +18,13 @@ use std::vec;
 
 use itertools::Itertools;
 use risingwave_common::catalog::{DatabaseId, SchemaId, TableId};
+use risingwave_common::hash::VirtualNode;
 use risingwave_pb::catalog::PbTable;
 use risingwave_pb::common::{PbColumnOrder, PbDirection, PbNullsAre, PbOrderType, WorkerNode};
 use risingwave_pb::data::data_type::TypeName;
 use risingwave_pb::data::DataType;
 use risingwave_pb::ddl_service::TableJobType;
-use risingwave_pb::expr::agg_call::Type;
+use risingwave_pb::expr::agg_call::PbKind as PbAggKind;
 use risingwave_pb::expr::expr_node::RexNode;
 use risingwave_pb::expr::expr_node::Type::{Add, GreaterThan};
 use risingwave_pb::expr::{AggCall, ExprNode, FunctionCall, PbInputRef};
@@ -45,7 +46,7 @@ use crate::MetaResult;
 
 fn make_inputref(idx: u32) -> ExprNode {
     ExprNode {
-        function_type: Type::Unspecified as i32,
+        function_type: PbAggKind::Unspecified as i32,
         return_type: Some(DataType {
             type_name: TypeName::Int32 as i32,
             ..Default::default()
@@ -56,7 +57,7 @@ fn make_inputref(idx: u32) -> ExprNode {
 
 fn make_sum_aggcall(idx: u32) -> AggCall {
     AggCall {
-        r#type: Type::Sum as i32,
+        kind: PbAggKind::Sum as i32,
         args: vec![PbInputRef {
             index: idx,
             r#type: Some(DataType {
@@ -415,6 +416,7 @@ fn make_stream_graph() -> StreamFragmentGraphProto {
         dependent_table_ids: vec![],
         table_ids_cnt: 3,
         parallelism: None,
+        expected_vnode_count: VirtualNode::COUNT_FOR_TEST as _,
     }
 }
 
diff --git a/src/object_store/src/object/opendal_engine/azblob.rs b/src/object_store/src/object/opendal_engine/azblob.rs
index 24ccacb3c6492..9a03f14521454 100644
--- a/src/object_store/src/object/opendal_engine/azblob.rs
+++ b/src/object_store/src/object/opendal_engine/azblob.rs
@@ -33,14 +33,12 @@ impl OpendalObjectStore {
         metrics: Arc<ObjectStoreMetrics>,
     ) -> ObjectResult<Self> {
         // Create azblob backend builder.
-        let mut builder = Azblob::default();
-        builder.root(&root);
-        builder.container(&container_name);
+        let mut builder = Azblob::default().root(&root).container(&container_name);
 
         let endpoint = std::env::var(AZBLOB_ENDPOINT)
             .unwrap_or_else(|_| panic!("AZBLOB_ENDPOINT not found from environment variables"));
 
-        builder.endpoint(&endpoint);
+        builder = builder.endpoint(&endpoint);
 
         let op: Operator = Operator::new(builder)?
             .layer(LoggingLayer::default())
diff --git a/src/object_store/src/object/opendal_engine/fs.rs b/src/object_store/src/object/opendal_engine/fs.rs
index 3792151ff4746..f013e55106628 100644
--- a/src/object_store/src/object/opendal_engine/fs.rs
+++ b/src/object_store/src/object/opendal_engine/fs.rs
@@ -32,11 +32,10 @@ impl OpendalObjectStore {
         metrics: Arc<ObjectStoreMetrics>,
     ) -> ObjectResult<Self> {
         // Create fs backend builder.
-        let mut builder = Fs::default();
-        builder.root(&root);
+        let mut builder = Fs::default().root(&root);
         if config.set_atomic_write_dir {
             let atomic_write_dir = format!("{}/{}", root, ATOMIC_WRITE_DIR);
-            builder.atomic_write_dir(&atomic_write_dir);
+            builder = builder.atomic_write_dir(&atomic_write_dir);
         }
 
         let op: Operator = Operator::new(builder)?
diff --git a/src/object_store/src/object/opendal_engine/gcs.rs b/src/object_store/src/object/opendal_engine/gcs.rs
index ee0d155058dd7..c12428e721711 100644
--- a/src/object_store/src/object/opendal_engine/gcs.rs
+++ b/src/object_store/src/object/opendal_engine/gcs.rs
@@ -32,16 +32,12 @@ impl OpendalObjectStore {
         metrics: Arc<ObjectStoreMetrics>,
     ) -> ObjectResult<Self> {
         // Create gcs backend builder.
-        let mut builder = Gcs::default();
-
-        builder.bucket(&bucket);
-
-        builder.root(&root);
+        let mut builder = Gcs::default().bucket(&bucket).root(&root);
 
         // if credential env is set, use it. Otherwise, ADC will be used.
         let cred = std::env::var("GOOGLE_APPLICATION_CREDENTIALS");
         if let Ok(cred) = cred {
-            builder.credential(&cred);
+            builder = builder.credential(&cred);
         }
 
         let op: Operator = Operator::new(builder)?
diff --git a/src/object_store/src/object/opendal_engine/obs.rs b/src/object_store/src/object/opendal_engine/obs.rs
index 31c86109c8204..310742577ae84 100644
--- a/src/object_store/src/object/opendal_engine/obs.rs
+++ b/src/object_store/src/object/opendal_engine/obs.rs
@@ -32,11 +32,7 @@ impl OpendalObjectStore {
         metrics: Arc<ObjectStoreMetrics>,
     ) -> ObjectResult<Self> {
         // Create obs backend builder.
-        let mut builder = Obs::default();
-
-        builder.bucket(&bucket);
-
-        builder.root(&root);
+        let mut builder = Obs::default().bucket(&bucket).root(&root);
 
         let endpoint = std::env::var("OBS_ENDPOINT")
             .unwrap_or_else(|_| panic!("OBS_ENDPOINT not found from environment variables"));
@@ -46,9 +42,10 @@ impl OpendalObjectStore {
             panic!("OBS_SECRET_ACCESS_KEY not found from environment variables")
         });
 
-        builder.endpoint(&endpoint);
-        builder.access_key_id(&access_key_id);
-        builder.secret_access_key(&secret_access_key);
+        builder = builder
+            .endpoint(&endpoint)
+            .access_key_id(&access_key_id)
+            .secret_access_key(&secret_access_key);
 
         let op: Operator = Operator::new(builder)?
             .layer(LoggingLayer::default())
diff --git a/src/object_store/src/object/opendal_engine/opendal_s3.rs b/src/object_store/src/object/opendal_engine/opendal_s3.rs
index 43629bbf51571..d44b1f745df75 100644
--- a/src/object_store/src/object/opendal_engine/opendal_s3.rs
+++ b/src/object_store/src/object/opendal_engine/opendal_s3.rs
@@ -33,19 +33,18 @@ impl OpendalObjectStore {
         metrics: Arc<ObjectStoreMetrics>,
     ) -> ObjectResult<Self> {
         // Create s3 builder.
-        let mut builder = S3::default();
-        builder.bucket(&bucket);
+        let mut builder = S3::default().bucket(&bucket);
         // For AWS S3, there is no need to set an endpoint; for other S3 compatible object stores, it is necessary to set this field.
         if let Ok(endpoint_url) = std::env::var("RW_S3_ENDPOINT") {
-            builder.endpoint(&endpoint_url);
+            builder = builder.endpoint(&endpoint_url);
         }
 
         if std::env::var("RW_IS_FORCE_PATH_STYLE").is_err() {
-            builder.enable_virtual_host_style();
+            builder = builder.enable_virtual_host_style();
         }
 
         let http_client = Self::new_http_client(&config)?;
-        builder.http_client(http_client);
+        builder = builder.http_client(http_client);
 
         let op: Operator = Operator::new(builder)?
             .layer(LoggingLayer::default())
@@ -80,17 +79,14 @@ impl OpendalObjectStore {
         };
         let (address, bucket) = rest.split_once('/').unwrap();
 
-        let mut builder = S3::default();
-        builder
+        let builder = S3::default()
             .bucket(bucket)
             .region("custom")
             .access_key_id(access_key_id)
             .secret_access_key(secret_access_key)
-            .endpoint(&format!("{}{}", endpoint_prefix, address));
-
-        builder.disable_config_load();
-        let http_client = Self::new_http_client(&config)?;
-        builder.http_client(http_client);
+            .endpoint(&format!("{}{}", endpoint_prefix, address))
+            .disable_config_load()
+            .http_client(Self::new_http_client(&config)?);
         let op: Operator = Operator::new(builder)?
             .layer(LoggingLayer::default())
             .finish();
@@ -128,17 +124,14 @@ impl OpendalObjectStore {
         aws_region: &str,
     ) -> ObjectResult<Self> {
         // Create s3 builder with credentials.
-        let mut builder = S3::default();
-
-        // set credentials for s3 sink
-        builder.bucket(bucket);
-        builder.access_key_id(aws_access_key_id);
-        builder.secret_access_key(aws_secret_access_key);
-        builder.region(aws_region);
-        builder.disable_config_load();
-
-        let http_client = Self::new_http_client(config.as_ref())?;
-        builder.http_client(http_client);
+        let builder = S3::default()
+            // set credentials for s3 sink
+            .bucket(bucket)
+            .access_key_id(aws_access_key_id)
+            .secret_access_key(aws_secret_access_key)
+            .region(aws_region)
+            .disable_config_load()
+            .http_client(Self::new_http_client(config.as_ref())?);
 
         let op: Operator = Operator::new(builder)?
             .layer(LoggingLayer::default())
diff --git a/src/object_store/src/object/opendal_engine/oss.rs b/src/object_store/src/object/opendal_engine/oss.rs
index cc0ecdfb7a941..e58e51fd64d82 100644
--- a/src/object_store/src/object/opendal_engine/oss.rs
+++ b/src/object_store/src/object/opendal_engine/oss.rs
@@ -32,11 +32,7 @@ impl OpendalObjectStore {
         metrics: Arc<ObjectStoreMetrics>,
     ) -> ObjectResult<Self> {
         // Create oss backend builder.
-        let mut builder = Oss::default();
-
-        builder.bucket(&bucket);
-
-        builder.root(&root);
+        let mut builder = Oss::default().bucket(&bucket).root(&root);
 
         let endpoint = std::env::var("OSS_ENDPOINT")
             .unwrap_or_else(|_| panic!("OSS_ENDPOINT not found from environment variables"));
@@ -46,9 +42,10 @@ impl OpendalObjectStore {
             panic!("OSS_ACCESS_KEY_SECRET not found from environment variables")
         });
 
-        builder.endpoint(&endpoint);
-        builder.access_key_id(&access_key_id);
-        builder.access_key_secret(&access_key_secret);
+        builder = builder
+            .endpoint(&endpoint)
+            .access_key_id(&access_key_id)
+            .access_key_secret(&access_key_secret);
 
         let op: Operator = Operator::new(builder)?
             .layer(LoggingLayer::default())
diff --git a/src/object_store/src/object/opendal_engine/webhdfs.rs b/src/object_store/src/object/opendal_engine/webhdfs.rs
index b214bcfad2cc1..9314a442f8bb7 100644
--- a/src/object_store/src/object/opendal_engine/webhdfs.rs
+++ b/src/object_store/src/object/opendal_engine/webhdfs.rs
@@ -35,13 +35,13 @@ impl OpendalObjectStore {
         // Create webhdfs backend builder.
         let mut builder = Webhdfs::default();
         // Set the name node for webhdfs.
-        builder.endpoint(&endpoint);
+        builder = builder.endpoint(&endpoint);
         // Set the root for hdfs, all operations will happen under this root.
         // NOTE: the root must be absolute path.
-        builder.root(&root);
+        builder = builder.root(&root);
 
         let atomic_write_dir = format!("{}/{}", root, ATOMIC_WRITE_DIR);
-        builder.atomic_write_dir(&atomic_write_dir);
+        builder = builder.atomic_write_dir(&atomic_write_dir);
         let op: Operator = Operator::new(builder)?
             .layer(LoggingLayer::default())
             .finish();
diff --git a/src/prost/src/lib.rs b/src/prost/src/lib.rs
index e965f76282da4..5974a05664721 100644
--- a/src/prost/src/lib.rs
+++ b/src/prost/src/lib.rs
@@ -189,7 +189,7 @@ impl FromStr for crate::expr::table_function::PbType {
     }
 }
 
-impl FromStr for crate::expr::agg_call::PbType {
+impl FromStr for crate::expr::agg_call::PbKind {
     type Err = ();
 
     fn from_str(s: &str) -> Result<Self, Self::Err> {
diff --git a/src/risedevtool/schemas/profile.json b/src/risedevtool/schemas/profile.json
index 227b797c9ea4b..d71598d96bf60 100644
--- a/src/risedevtool/schemas/profile.json
+++ b/src/risedevtool/schemas/profile.json
@@ -23,7 +23,17 @@
                     }
                 },
                 "config-path": {
-                    "description": "The path to a toml config file for this profile.\nIt will be copied to `.risingwave/config/risingwave.toml` , which is the `config-path` arg passed to risingwave nodes by risedev.\n"
+                    "description": "The path to a toml config file for this profile.\nIt will be copied to `.risingwave/config/risingwave.toml` , which is the `config-path` arg passed to risingwave nodes by risedev.\n",
+                    "type": "string"
+                },
+                "env": {
+                    "description": "Environment variables to be configured for RisingWave components in this profile.",
+                    "type": "object",
+                    "patternProperties": {
+                        "^[a-zA-Z_][a-zA-Z0-9_]*$": {
+                            "type": "string"
+                        }
+                    }
                 }
             },
             "additionalProperties": false,
diff --git a/src/rpc_client/src/compactor_client.rs b/src/rpc_client/src/compactor_client.rs
index e571dbd504d4b..7daae12d27552 100644
--- a/src/rpc_client/src/compactor_client.rs
+++ b/src/rpc_client/src/compactor_client.rs
@@ -15,6 +15,7 @@
 use std::sync::Arc;
 use std::time::Duration;
 
+use risingwave_common::monitor::EndpointExt;
 use risingwave_common::util::addr::HostAddr;
 use risingwave_pb::hummock::hummock_manager_service_client::HummockManagerServiceClient;
 use risingwave_pb::hummock::{
@@ -47,7 +48,7 @@ impl CompactorClient {
     pub async fn new(host_addr: HostAddr) -> Result<Self> {
         let channel = Endpoint::from_shared(format!("http://{}", &host_addr))?
             .connect_timeout(Duration::from_secs(5))
-            .connect()
+            .monitored_connect("grpc-compactor-client", Default::default())
             .await?;
         Ok(Self {
             monitor_client: MonitorServiceClient::new(channel),
@@ -94,26 +95,26 @@ pub struct GrpcCompactorProxyClient {
 }
 
 impl GrpcCompactorProxyClient {
-    pub fn new(channel: Channel, endpoint: String) -> Self {
+    pub async fn new(endpoint: String) -> Self {
+        let channel = Self::connect_to_endpoint(endpoint.clone()).await;
         let core = Arc::new(RwLock::new(GrpcCompactorProxyClientCore::new(channel)));
         Self { core, endpoint }
     }
 
     async fn recreate_core(&self) {
         tracing::info!("GrpcCompactorProxyClient rpc transfer failed, try to reconnect");
-        let channel = self.connect_to_endpoint().await;
+        let channel = Self::connect_to_endpoint(self.endpoint.clone()).await;
         let mut core = self.core.write().await;
         *core = GrpcCompactorProxyClientCore::new(channel);
     }
 
-    async fn connect_to_endpoint(&self) -> Channel {
-        let endpoint =
-            Endpoint::from_shared(self.endpoint.clone()).expect("Fail to construct tonic Endpoint");
+    async fn connect_to_endpoint(endpoint: String) -> Channel {
+        let endpoint = Endpoint::from_shared(endpoint).expect("Fail to construct tonic Endpoint");
         endpoint
             .http2_keep_alive_interval(Duration::from_secs(ENDPOINT_KEEP_ALIVE_INTERVAL_SEC))
             .keep_alive_timeout(Duration::from_secs(ENDPOINT_KEEP_ALIVE_TIMEOUT_SEC))
             .connect_timeout(Duration::from_secs(5))
-            .connect()
+            .monitored_connect("grpc-compactor-proxy-client", Default::default())
             .await
             .expect("Failed to create channel via proxy rpc endpoint.")
     }
diff --git a/src/rpc_client/src/compute_client.rs b/src/rpc_client/src/compute_client.rs
index c065bb6935954..5ff5671cb3320 100644
--- a/src/rpc_client/src/compute_client.rs
+++ b/src/rpc_client/src/compute_client.rs
@@ -73,7 +73,7 @@ impl ComputeClient {
                 "grpc-compute-client",
                 TcpConfig {
                     tcp_nodelay: true,
-                    keepalive_duration: None,
+                    ..Default::default()
                 },
             )
             .await?;
diff --git a/src/rpc_client/src/connector_client.rs b/src/rpc_client/src/connector_client.rs
index c81a74d2fa709..b94f7516e4b85 100644
--- a/src/rpc_client/src/connector_client.rs
+++ b/src/rpc_client/src/connector_client.rs
@@ -12,40 +12,18 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::collections::BTreeMap;
-use std::fmt::Debug;
-use std::time::Duration;
-
-use anyhow::{anyhow, Context};
-use futures::TryStreamExt;
-use risingwave_common::config::{MAX_CONNECTION_WINDOW_SIZE, STREAM_WINDOW_SIZE};
-use risingwave_common::monitor::{EndpointExt, TcpConfig};
-use risingwave_pb::connector_service::connector_service_client::ConnectorServiceClient;
-use risingwave_pb::connector_service::sink_coordinator_stream_request::{
-    CommitMetadata, StartCoordinator,
-};
+use anyhow::anyhow;
+use risingwave_pb::connector_service::sink_coordinator_stream_request::CommitMetadata;
 use risingwave_pb::connector_service::sink_writer_stream_request::write_batch::Payload;
 use risingwave_pb::connector_service::sink_writer_stream_request::{
-    Barrier, Request as SinkRequest, StartSink, WriteBatch,
+    Barrier, Request as SinkRequest, WriteBatch,
 };
 use risingwave_pb::connector_service::sink_writer_stream_response::CommitResponse;
 use risingwave_pb::connector_service::*;
-use risingwave_pb::plan_common::column_desc::GeneratedOrDefaultColumn;
-use thiserror_ext::AsReport;
-use tokio_stream::wrappers::ReceiverStream;
-use tonic::transport::{Channel, Endpoint};
-use tonic::Streaming;
-use tracing::error;
 
 use crate::error::{Result, RpcError};
 use crate::{BidiStreamHandle, BidiStreamReceiver, BidiStreamSender};
 
-#[derive(Clone, Debug)]
-pub struct ConnectorClient {
-    rpc_client: ConnectorServiceClient<Channel>,
-    endpoint: String,
-}
-
 pub type SinkWriterRequestSender<REQ = SinkWriterStreamRequest> = BidiStreamSender<REQ>;
 pub type SinkWriterResponseReceiver = BidiStreamReceiver<SinkWriterStreamResponse>;
 
@@ -143,232 +121,3 @@ impl SinkCoordinatorStreamHandle {
         }
     }
 }
-
-impl ConnectorClient {
-    pub async fn try_new(connector_endpoint: Option<&String>) -> Option<Self> {
-        match connector_endpoint {
-            None => None,
-            Some(connector_endpoint) => match ConnectorClient::new(connector_endpoint).await {
-                Ok(client) => Some(client),
-                Err(e) => {
-                    error!(
-                        endpoint = connector_endpoint,
-                        error = %e.as_report(),
-                        "invalid connector endpoint",
-                    );
-                    None
-                }
-            },
-        }
-    }
-
-    #[allow(clippy::unused_async)]
-    pub async fn new(connector_endpoint: &String) -> Result<Self> {
-        let endpoint = Endpoint::from_shared(format!("http://{}", connector_endpoint))
-            .with_context(|| format!("invalid connector endpoint `{}`", connector_endpoint))?
-            .initial_connection_window_size(MAX_CONNECTION_WINDOW_SIZE)
-            .initial_stream_window_size(STREAM_WINDOW_SIZE)
-            .connect_timeout(Duration::from_secs(5));
-
-        let channel = {
-            #[cfg(madsim)]
-            {
-                endpoint.connect().await?
-            }
-            #[cfg(not(madsim))]
-            {
-                endpoint.monitored_connect_lazy(
-                    "grpc-connector-client",
-                    TcpConfig {
-                        tcp_nodelay: true,
-                        keepalive_duration: None,
-                    },
-                )
-            }
-        };
-        Ok(Self {
-            rpc_client: ConnectorServiceClient::new(channel).max_decoding_message_size(usize::MAX),
-            endpoint: connector_endpoint.to_string(),
-        })
-    }
-
-    pub fn endpoint(&self) -> &String {
-        &self.endpoint
-    }
-
-    /// Get source event stream
-    pub async fn start_source_stream(
-        &self,
-        source_id: u64,
-        source_type: SourceType,
-        start_offset: Option<String>,
-        properties: BTreeMap<String, String>,
-        snapshot_done: bool,
-        is_source_job: bool,
-    ) -> Result<Streaming<GetEventStreamResponse>> {
-        Ok(self
-            .rpc_client
-            .clone()
-            .get_event_stream(GetEventStreamRequest {
-                source_id,
-                source_type: source_type as _,
-                start_offset: start_offset.unwrap_or_default(),
-                properties,
-                snapshot_done,
-                is_source_job,
-            })
-            .await
-            .inspect_err(|err| {
-                tracing::error!(
-                    "failed to start stream for CDC source {}: {}",
-                    source_id,
-                    err.message()
-                )
-            })
-            .map_err(RpcError::from_connector_status)?
-            .into_inner())
-    }
-
-    /// Validate source properties
-    pub async fn validate_source_properties(
-        &self,
-        source_id: u64,
-        source_type: SourceType,
-        properties: BTreeMap<String, String>,
-        table_schema: Option<TableSchema>,
-        is_source_job: bool,
-        is_backfill_table: bool,
-    ) -> Result<()> {
-        let table_schema = table_schema.map(|mut table_schema| {
-            table_schema.columns.retain(|c| {
-                !matches!(
-                    c.generated_or_default_column,
-                    Some(GeneratedOrDefaultColumn::GeneratedColumn(_))
-                )
-            });
-            table_schema
-        });
-        let response = self
-            .rpc_client
-            .clone()
-            .validate_source(ValidateSourceRequest {
-                source_id,
-                source_type: source_type as _,
-                properties,
-                table_schema,
-                is_source_job,
-                is_backfill_table,
-            })
-            .await
-            .inspect_err(|err| {
-                tracing::error!("failed to validate source#{}: {}", source_id, err.message())
-            })
-            .map_err(RpcError::from_connector_status)?
-            .into_inner();
-
-        response.error.map_or(Ok(()), |err| {
-            Err(RpcError::Internal(anyhow!(format!(
-                "source cannot pass validation: {}",
-                err.error_message
-            ))))
-        })
-    }
-
-    pub async fn start_sink_writer_stream(
-        &self,
-        payload_schema: Option<TableSchema>,
-        sink_proto: PbSinkParam,
-    ) -> Result<SinkWriterStreamHandle> {
-        let mut rpc_client = self.rpc_client.clone();
-        let (handle, first_rsp) = SinkWriterStreamHandle::initialize(
-            SinkWriterStreamRequest {
-                request: Some(SinkRequest::Start(StartSink {
-                    payload_schema,
-                    sink_param: Some(sink_proto),
-                })),
-            },
-            |rx| async move {
-                rpc_client
-                    .sink_writer_stream(ReceiverStream::new(rx))
-                    .await
-                    .map(|response| {
-                        response
-                            .into_inner()
-                            .map_err(RpcError::from_connector_status)
-                    })
-                    .map_err(RpcError::from_connector_status)
-            },
-        )
-        .await?;
-
-        match first_rsp {
-            SinkWriterStreamResponse {
-                response: Some(sink_writer_stream_response::Response::Start(_)),
-            } => Ok(handle),
-            msg => Err(RpcError::Internal(anyhow!(
-                "should get start response but get {:?}",
-                msg
-            ))),
-        }
-    }
-
-    pub async fn start_sink_coordinator_stream(
-        &self,
-        param: SinkParam,
-    ) -> Result<SinkCoordinatorStreamHandle> {
-        let mut rpc_client = self.rpc_client.clone();
-        let (handle, first_rsp) = SinkCoordinatorStreamHandle::initialize(
-            SinkCoordinatorStreamRequest {
-                request: Some(sink_coordinator_stream_request::Request::Start(
-                    StartCoordinator { param: Some(param) },
-                )),
-            },
-            |rx| async move {
-                rpc_client
-                    .sink_coordinator_stream(ReceiverStream::new(rx))
-                    .await
-                    .map(|response| {
-                        response
-                            .into_inner()
-                            .map_err(RpcError::from_connector_status)
-                    })
-                    .map_err(RpcError::from_connector_status)
-            },
-        )
-        .await?;
-
-        match first_rsp {
-            SinkCoordinatorStreamResponse {
-                response: Some(sink_coordinator_stream_response::Response::Start(_)),
-            } => Ok(handle),
-            msg => Err(RpcError::Internal(anyhow!(
-                "should get start response but get {:?}",
-                msg
-            ))),
-        }
-    }
-
-    pub async fn validate_sink_properties(&self, sink_param: SinkParam) -> Result<()> {
-        let response = self
-            .rpc_client
-            .clone()
-            .validate_sink(ValidateSinkRequest {
-                sink_param: Some(sink_param),
-            })
-            .await
-            .inspect_err(|err| {
-                tracing::error!("failed to validate sink properties: {}", err.message())
-            })
-            .map_err(RpcError::from_connector_status)?
-            .into_inner();
-        response.error.map_or_else(
-            || Ok(()), // If there is no error message, return Ok here.
-            |err| {
-                Err(RpcError::Internal(anyhow!(format!(
-                    "sink cannot pass validation: {}",
-                    err.error_message
-                ))))
-            },
-        )
-    }
-}
diff --git a/src/rpc_client/src/frontend_client.rs b/src/rpc_client/src/frontend_client.rs
index 3fd02d99107e2..4d72bbb76d4c4 100644
--- a/src/rpc_client/src/frontend_client.rs
+++ b/src/rpc_client/src/frontend_client.rs
@@ -45,7 +45,7 @@ impl FrontendClient {
                 "grpc-frontend-client",
                 TcpConfig {
                     tcp_nodelay: true,
-                    keepalive_duration: None,
+                    ..Default::default()
                 },
             )
             .await?
diff --git a/src/rpc_client/src/lib.rs b/src/rpc_client/src/lib.rs
index 60a4ca537d21c..9f0d458252659 100644
--- a/src/rpc_client/src/lib.rs
+++ b/src/rpc_client/src/lib.rs
@@ -65,7 +65,7 @@ mod tracing;
 
 pub use compactor_client::{CompactorClient, GrpcCompactorProxyClient};
 pub use compute_client::{ComputeClient, ComputeClientPool, ComputeClientPoolRef};
-pub use connector_client::{ConnectorClient, SinkCoordinatorStreamHandle, SinkWriterStreamHandle};
+pub use connector_client::{SinkCoordinatorStreamHandle, SinkWriterStreamHandle};
 pub use frontend_client::{FrontendClientPool, FrontendClientPoolRef};
 pub use hummock_meta_client::{CompactionEventItem, HummockMetaClient};
 pub use meta_client::{MetaClient, SinkCoordinationRpcClient};
diff --git a/src/rpc_client/src/meta_client.rs b/src/rpc_client/src/meta_client.rs
index 6b2579aec5bc3..e170b351da39e 100644
--- a/src/rpc_client/src/meta_client.rs
+++ b/src/rpc_client/src/meta_client.rs
@@ -26,9 +26,10 @@ use cluster_limit_service_client::ClusterLimitServiceClient;
 use either::Either;
 use futures::stream::BoxStream;
 use lru::LruCache;
-use risingwave_common::catalog::{CatalogVersion, FunctionId, IndexId, SecretId, TableId};
+use risingwave_common::catalog::{FunctionId, IndexId, SecretId, TableId};
 use risingwave_common::config::{MetaConfig, MAX_CONNECTION_WINDOW_SIZE};
 use risingwave_common::hash::WorkerSlotMapping;
+use risingwave_common::monitor::EndpointExt;
 use risingwave_common::system_param::reader::SystemParamsReader;
 use risingwave_common::telemetry::report::TelemetryInfoFetcher;
 use risingwave_common::util::addr::HostAddr;
@@ -171,7 +172,7 @@ impl MetaClient {
         schema_id: u32,
         owner_id: u32,
         req: create_connection_request::Payload,
-    ) -> Result<CatalogVersion> {
+    ) -> Result<WaitVersion> {
         let request = CreateConnectionRequest {
             name: connection_name,
             database_id,
@@ -180,7 +181,9 @@ impl MetaClient {
             payload: Some(req),
         };
         let resp = self.inner.create_connection(request).await?;
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
     pub async fn create_secret(
@@ -190,7 +193,7 @@ impl MetaClient {
         schema_id: u32,
         owner_id: u32,
         value: Vec<u8>,
-    ) -> Result<CatalogVersion> {
+    ) -> Result<WaitVersion> {
         let request = CreateSecretRequest {
             name: secret_name,
             database_id,
@@ -199,7 +202,9 @@ impl MetaClient {
             value,
         };
         let resp = self.inner.create_secret(request).await?;
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
     pub async fn list_connections(&self, _name: Option<&str>) -> Result<Vec<Connection>> {
@@ -208,18 +213,22 @@ impl MetaClient {
         Ok(resp.connections)
     }
 
-    pub async fn drop_connection(&self, connection_id: ConnectionId) -> Result<CatalogVersion> {
+    pub async fn drop_connection(&self, connection_id: ConnectionId) -> Result<WaitVersion> {
         let request = DropConnectionRequest { connection_id };
         let resp = self.inner.drop_connection(request).await?;
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
-    pub async fn drop_secret(&self, secret_id: SecretId) -> Result<CatalogVersion> {
+    pub async fn drop_secret(&self, secret_id: SecretId) -> Result<WaitVersion> {
         let request = DropSecretRequest {
             secret_id: secret_id.into(),
         };
         let resp = self.inner.drop_secret(request).await?;
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
     /// Register the current node to the cluster and set the corresponding worker id.
@@ -365,27 +374,31 @@ impl MetaClient {
         Ok(())
     }
 
-    pub async fn create_database(&self, db: PbDatabase) -> Result<CatalogVersion> {
+    pub async fn create_database(&self, db: PbDatabase) -> Result<WaitVersion> {
         let request = CreateDatabaseRequest { db: Some(db) };
         let resp = self.inner.create_database(request).await?;
         // TODO: handle error in `resp.status` here
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
-    pub async fn create_schema(&self, schema: PbSchema) -> Result<CatalogVersion> {
+    pub async fn create_schema(&self, schema: PbSchema) -> Result<WaitVersion> {
         let request = CreateSchemaRequest {
             schema: Some(schema),
         };
         let resp = self.inner.create_schema(request).await?;
         // TODO: handle error in `resp.status` here
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
     pub async fn create_materialized_view(
         &self,
         table: PbTable,
         graph: StreamFragmentGraph,
-    ) -> Result<CatalogVersion> {
+    ) -> Result<WaitVersion> {
         let request = CreateMaterializedViewRequest {
             materialized_view: Some(table),
             fragment_graph: Some(graph),
@@ -393,35 +406,41 @@ impl MetaClient {
         };
         let resp = self.inner.create_materialized_view(request).await?;
         // TODO: handle error in `resp.status` here
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
     pub async fn drop_materialized_view(
         &self,
         table_id: TableId,
         cascade: bool,
-    ) -> Result<CatalogVersion> {
+    ) -> Result<WaitVersion> {
         let request = DropMaterializedViewRequest {
             table_id: table_id.table_id(),
             cascade,
         };
 
         let resp = self.inner.drop_materialized_view(request).await?;
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
     pub async fn create_source(
         &self,
         source: PbSource,
         graph: Option<StreamFragmentGraph>,
-    ) -> Result<CatalogVersion> {
+    ) -> Result<WaitVersion> {
         let request = CreateSourceRequest {
             source: Some(source),
             fragment_graph: graph,
         };
 
         let resp = self.inner.create_source(request).await?;
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
     pub async fn create_sink(
@@ -429,7 +448,7 @@ impl MetaClient {
         sink: PbSink,
         graph: StreamFragmentGraph,
         affected_table_change: Option<ReplaceTablePlan>,
-    ) -> Result<CatalogVersion> {
+    ) -> Result<WaitVersion> {
         let request = CreateSinkRequest {
             sink: Some(sink),
             fragment_graph: Some(graph),
@@ -437,27 +456,30 @@ impl MetaClient {
         };
 
         let resp = self.inner.create_sink(request).await?;
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
-    pub async fn create_subscription(
-        &self,
-        subscription: PbSubscription,
-    ) -> Result<CatalogVersion> {
+    pub async fn create_subscription(&self, subscription: PbSubscription) -> Result<WaitVersion> {
         let request = CreateSubscriptionRequest {
             subscription: Some(subscription),
         };
 
         let resp = self.inner.create_subscription(request).await?;
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
-    pub async fn create_function(&self, function: PbFunction) -> Result<CatalogVersion> {
+    pub async fn create_function(&self, function: PbFunction) -> Result<WaitVersion> {
         let request = CreateFunctionRequest {
             function: Some(function),
         };
         let resp = self.inner.create_function(request).await?;
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
     pub async fn create_table(
@@ -466,7 +488,7 @@ impl MetaClient {
         table: PbTable,
         graph: StreamFragmentGraph,
         job_type: PbTableJobType,
-    ) -> Result<CatalogVersion> {
+    ) -> Result<WaitVersion> {
         let request = CreateTableRequest {
             materialized_view: Some(table),
             fragment_graph: Some(graph),
@@ -475,58 +497,70 @@ impl MetaClient {
         };
         let resp = self.inner.create_table(request).await?;
         // TODO: handle error in `resp.status` here
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
-    pub async fn comment_on(&self, comment: PbComment) -> Result<CatalogVersion> {
+    pub async fn comment_on(&self, comment: PbComment) -> Result<WaitVersion> {
         let request = CommentOnRequest {
             comment: Some(comment),
         };
         let resp = self.inner.comment_on(request).await?;
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
     pub async fn alter_name(
         &self,
         object: alter_name_request::Object,
         name: &str,
-    ) -> Result<CatalogVersion> {
+    ) -> Result<WaitVersion> {
         let request = AlterNameRequest {
             object: Some(object),
             new_name: name.to_string(),
         };
         let resp = self.inner.alter_name(request).await?;
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
-    pub async fn alter_owner(&self, object: Object, owner_id: u32) -> Result<CatalogVersion> {
+    pub async fn alter_owner(&self, object: Object, owner_id: u32) -> Result<WaitVersion> {
         let request = AlterOwnerRequest {
             object: Some(object),
             owner_id,
         };
         let resp = self.inner.alter_owner(request).await?;
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
     pub async fn alter_set_schema(
         &self,
         object: alter_set_schema_request::Object,
         new_schema_id: u32,
-    ) -> Result<CatalogVersion> {
+    ) -> Result<WaitVersion> {
         let request = AlterSetSchemaRequest {
             new_schema_id,
             object: Some(object),
         };
         let resp = self.inner.alter_set_schema(request).await?;
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
-    pub async fn alter_source(&self, source: PbSource) -> Result<CatalogVersion> {
+    pub async fn alter_source(&self, source: PbSource) -> Result<WaitVersion> {
         let request = AlterSourceRequest {
             source: Some(source),
         };
         let resp = self.inner.alter_source(request).await?;
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
     pub async fn alter_parallelism(
@@ -552,7 +586,7 @@ impl MetaClient {
         graph: StreamFragmentGraph,
         table_col_index_mapping: ColIndexMapping,
         job_type: PbTableJobType,
-    ) -> Result<CatalogVersion> {
+    ) -> Result<WaitVersion> {
         let request = ReplaceTablePlanRequest {
             plan: Some(ReplaceTablePlan {
                 source,
@@ -564,7 +598,9 @@ impl MetaClient {
         };
         let resp = self.inner.replace_table_plan(request).await?;
         // TODO: handle error in `resp.status` here
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
     pub async fn auto_schema_change(&self, schema_change: SchemaChangeEnvelope) -> Result<()> {
@@ -575,11 +611,13 @@ impl MetaClient {
         Ok(())
     }
 
-    pub async fn create_view(&self, view: PbView) -> Result<CatalogVersion> {
+    pub async fn create_view(&self, view: PbView) -> Result<WaitVersion> {
         let request = CreateViewRequest { view: Some(view) };
         let resp = self.inner.create_view(request).await?;
         // TODO: handle error in `resp.status` here
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
     pub async fn create_index(
@@ -587,7 +625,7 @@ impl MetaClient {
         index: PbIndex,
         table: PbTable,
         graph: StreamFragmentGraph,
-    ) -> Result<CatalogVersion> {
+    ) -> Result<WaitVersion> {
         let request = CreateIndexRequest {
             index: Some(index),
             index_table: Some(table),
@@ -595,7 +633,9 @@ impl MetaClient {
         };
         let resp = self.inner.create_index(request).await?;
         // TODO: handle error in `resp.status` here
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
     pub async fn drop_table(
@@ -603,7 +643,7 @@ impl MetaClient {
         source_id: Option<u32>,
         table_id: TableId,
         cascade: bool,
-    ) -> Result<CatalogVersion> {
+    ) -> Result<WaitVersion> {
         let request = DropTableRequest {
             source_id: source_id.map(SourceId::Id),
             table_id: table_id.table_id(),
@@ -611,19 +651,25 @@ impl MetaClient {
         };
 
         let resp = self.inner.drop_table(request).await?;
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
-    pub async fn drop_view(&self, view_id: u32, cascade: bool) -> Result<CatalogVersion> {
+    pub async fn drop_view(&self, view_id: u32, cascade: bool) -> Result<WaitVersion> {
         let request = DropViewRequest { view_id, cascade };
         let resp = self.inner.drop_view(request).await?;
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
-    pub async fn drop_source(&self, source_id: u32, cascade: bool) -> Result<CatalogVersion> {
+    pub async fn drop_source(&self, source_id: u32, cascade: bool) -> Result<WaitVersion> {
         let request = DropSourceRequest { source_id, cascade };
         let resp = self.inner.drop_source(request).await?;
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
     pub async fn drop_sink(
@@ -631,56 +677,68 @@ impl MetaClient {
         sink_id: u32,
         cascade: bool,
         affected_table_change: Option<ReplaceTablePlan>,
-    ) -> Result<CatalogVersion> {
+    ) -> Result<WaitVersion> {
         let request = DropSinkRequest {
             sink_id,
             cascade,
             affected_table_change,
         };
         let resp = self.inner.drop_sink(request).await?;
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
     pub async fn drop_subscription(
         &self,
         subscription_id: u32,
         cascade: bool,
-    ) -> Result<CatalogVersion> {
+    ) -> Result<WaitVersion> {
         let request = DropSubscriptionRequest {
             subscription_id,
             cascade,
         };
         let resp = self.inner.drop_subscription(request).await?;
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
-    pub async fn drop_index(&self, index_id: IndexId, cascade: bool) -> Result<CatalogVersion> {
+    pub async fn drop_index(&self, index_id: IndexId, cascade: bool) -> Result<WaitVersion> {
         let request = DropIndexRequest {
             index_id: index_id.index_id,
             cascade,
         };
         let resp = self.inner.drop_index(request).await?;
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
-    pub async fn drop_function(&self, function_id: FunctionId) -> Result<CatalogVersion> {
+    pub async fn drop_function(&self, function_id: FunctionId) -> Result<WaitVersion> {
         let request = DropFunctionRequest {
             function_id: function_id.0,
         };
         let resp = self.inner.drop_function(request).await?;
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
-    pub async fn drop_database(&self, database_id: DatabaseId) -> Result<CatalogVersion> {
+    pub async fn drop_database(&self, database_id: DatabaseId) -> Result<WaitVersion> {
         let request = DropDatabaseRequest { database_id };
         let resp = self.inner.drop_database(request).await?;
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
-    pub async fn drop_schema(&self, schema_id: SchemaId) -> Result<CatalogVersion> {
+    pub async fn drop_schema(&self, schema_id: SchemaId) -> Result<WaitVersion> {
         let request = DropSchemaRequest { schema_id };
         let resp = self.inner.drop_schema(request).await?;
-        Ok(resp.version)
+        Ok(resp
+            .version
+            .ok_or_else(|| anyhow!("wait version not set"))?)
     }
 
     // TODO: using UserInfoVersion instead as return type.
@@ -864,10 +922,10 @@ impl MetaClient {
         Ok(resp.tables)
     }
 
-    pub async fn flush(&self, checkpoint: bool) -> Result<HummockSnapshot> {
+    pub async fn flush(&self, checkpoint: bool) -> Result<HummockVersionId> {
         let request = FlushRequest { checkpoint };
         let resp = self.inner.flush(request).await?;
-        Ok(resp.snapshot.unwrap())
+        Ok(HummockVersionId::new(resp.hummock_version_id))
     }
 
     pub async fn wait(&self) -> Result<()> {
@@ -1940,7 +1998,7 @@ impl GrpcMetaClient {
             .http2_keep_alive_interval(Duration::from_secs(Self::ENDPOINT_KEEP_ALIVE_INTERVAL_SEC))
             .keep_alive_timeout(Duration::from_secs(Self::ENDPOINT_KEEP_ALIVE_TIMEOUT_SEC))
             .connect_timeout(Duration::from_secs(5))
-            .connect()
+            .monitored_connect("grpc-meta-client", Default::default())
             .await?
             .tracing_injected();
 
diff --git a/src/rpc_client/src/stream_client.rs b/src/rpc_client/src/stream_client.rs
index 92f0b25f762a0..dcd4a8edbf729 100644
--- a/src/rpc_client/src/stream_client.rs
+++ b/src/rpc_client/src/stream_client.rs
@@ -55,7 +55,7 @@ impl StreamClient {
                 "grpc-stream-client",
                 TcpConfig {
                     tcp_nodelay: true,
-                    keepalive_duration: None,
+                    ..Default::default()
                 },
             )
             .await?
diff --git a/src/storage/compactor/src/server.rs b/src/storage/compactor/src/server.rs
index 6b1257f352483..b7cbe6b020826 100644
--- a/src/storage/compactor/src/server.rs
+++ b/src/storage/compactor/src/server.rs
@@ -51,7 +51,6 @@ use risingwave_storage::monitor::{
 };
 use risingwave_storage::opts::StorageOpts;
 use tokio::sync::mpsc;
-use tonic::transport::Endpoint;
 use tracing::info;
 
 use super::compactor_observer::observer_manager::CompactorObserverNode;
@@ -59,9 +58,6 @@ use crate::rpc::{CompactorServiceImpl, MonitorServiceImpl};
 use crate::telemetry::CompactorTelemetryCreator;
 use crate::CompactorOpts;
 
-const ENDPOINT_KEEP_ALIVE_INTERVAL_SEC: u64 = 60;
-// See `Endpoint::keep_alive_timeout`
-const ENDPOINT_KEEP_ALIVE_TIMEOUT_SEC: u64 = 60;
 pub async fn prepare_start_parameters(
     config: RwConfig,
     system_params_reader: SystemParamsReader,
@@ -332,17 +328,7 @@ pub async fn shared_compactor_serve(
     );
     info!("> version: {} ({})", RW_VERSION, GIT_SHA);
 
-    let endpoint_str = opts.proxy_rpc_endpoint.clone().to_string();
-    let endpoint =
-        Endpoint::from_shared(opts.proxy_rpc_endpoint).expect("Fail to construct tonic Endpoint");
-    let channel = endpoint
-        .http2_keep_alive_interval(Duration::from_secs(ENDPOINT_KEEP_ALIVE_INTERVAL_SEC))
-        .keep_alive_timeout(Duration::from_secs(ENDPOINT_KEEP_ALIVE_TIMEOUT_SEC))
-        .connect_timeout(Duration::from_secs(5))
-        .connect()
-        .await
-        .expect("Failed to create channel via proxy rpc endpoint.");
-    let grpc_proxy_client = GrpcCompactorProxyClient::new(channel, endpoint_str);
+    let grpc_proxy_client = GrpcCompactorProxyClient::new(opts.proxy_rpc_endpoint.clone()).await;
     let system_params_response = grpc_proxy_client
         .get_system_params()
         .await
diff --git a/src/storage/hummock_sdk/src/frontend_version.rs b/src/storage/hummock_sdk/src/frontend_version.rs
index 6c24676c4ea1c..93d637978a658 100644
--- a/src/storage/hummock_sdk/src/frontend_version.rs
+++ b/src/storage/hummock_sdk/src/frontend_version.rs
@@ -16,6 +16,7 @@ use std::collections::{HashMap, HashSet};
 
 use itertools::Itertools;
 use risingwave_common::catalog::TableId;
+use risingwave_common::util::epoch::INVALID_EPOCH;
 use risingwave_pb::hummock::hummock_version_delta::PbChangeLogDelta;
 use risingwave_pb::hummock::{
     PbEpochNewChangeLog, PbHummockVersion, PbHummockVersionDelta, PbSstableInfo, PbTableChangeLog,
@@ -29,7 +30,6 @@ use crate::{HummockVersionId, INVALID_VERSION_ID};
 #[derive(Clone, Debug)]
 pub struct FrontendHummockVersion {
     pub id: HummockVersionId,
-    pub max_committed_epoch: u64,
     pub state_table_info: HummockVersionStateTableInfo,
     pub table_change_log: HashMap<TableId, TableChangeLogCommon<()>>,
 }
@@ -38,7 +38,6 @@ impl FrontendHummockVersion {
     pub fn from_version(version: &HummockVersion) -> Self {
         Self {
             id: version.id,
-            max_committed_epoch: version.max_committed_epoch,
             state_table_info: version.state_table_info.clone(),
             table_change_log: version
                 .table_change_log
@@ -67,7 +66,7 @@ impl FrontendHummockVersion {
         PbHummockVersion {
             id: self.id.0,
             levels: Default::default(),
-            max_committed_epoch: self.max_committed_epoch,
+            max_committed_epoch: INVALID_EPOCH,
             table_watermarks: Default::default(),
             table_change_logs: self
                 .table_change_log
@@ -96,7 +95,6 @@ impl FrontendHummockVersion {
     pub fn from_protobuf(value: PbHummockVersion) -> Self {
         Self {
             id: HummockVersionId(value.id),
-            max_committed_epoch: value.max_committed_epoch,
             state_table_info: HummockVersionStateTableInfo::from_protobuf(&value.state_table_info),
             table_change_log: value
                 .table_change_logs
@@ -126,7 +124,6 @@ impl FrontendHummockVersion {
             assert_eq!(self.id, delta.prev_id);
         }
         self.id = delta.id;
-        self.max_committed_epoch = delta.max_committed_epoch;
         let (changed_table_info, _) = self
             .state_table_info
             .apply_delta(&delta.state_table_info_delta, &delta.removed_table_id);
@@ -143,7 +140,6 @@ impl FrontendHummockVersion {
 pub struct FrontendHummockVersionDelta {
     pub prev_id: HummockVersionId,
     pub id: HummockVersionId,
-    pub max_committed_epoch: u64,
     pub removed_table_id: HashSet<TableId>,
     pub state_table_info_delta: HashMap<TableId, StateTableInfoDelta>,
     pub change_log_delta: HashMap<TableId, ChangeLogDeltaCommon<()>>,
@@ -154,7 +150,6 @@ impl FrontendHummockVersionDelta {
         Self {
             prev_id: delta.prev_id,
             id: delta.id,
-            max_committed_epoch: delta.max_committed_epoch,
             removed_table_id: delta.removed_table_ids.clone(),
             state_table_info_delta: delta.state_table_info_delta.clone(),
             change_log_delta: delta
@@ -184,7 +179,7 @@ impl FrontendHummockVersionDelta {
             id: self.id.to_u64(),
             prev_id: self.prev_id.to_u64(),
             group_deltas: Default::default(),
-            max_committed_epoch: self.max_committed_epoch,
+            max_committed_epoch: INVALID_EPOCH,
             trivial_move: false,
             new_table_watermarks: Default::default(),
             removed_table_ids: self
@@ -229,7 +224,6 @@ impl FrontendHummockVersionDelta {
         Self {
             prev_id: HummockVersionId::new(delta.prev_id),
             id: HummockVersionId::new(delta.id),
-            max_committed_epoch: delta.max_committed_epoch,
             removed_table_id: delta
                 .removed_table_ids
                 .iter()
diff --git a/src/storage/hummock_sdk/src/version.rs b/src/storage/hummock_sdk/src/version.rs
index 0a10f7b46e402..7be1cbdb834c4 100644
--- a/src/storage/hummock_sdk/src/version.rs
+++ b/src/storage/hummock_sdk/src/version.rs
@@ -36,7 +36,9 @@ use crate::compaction_group::StaticCompactionGroupId;
 use crate::level::LevelsCommon;
 use crate::sstable_info::SstableInfo;
 use crate::table_watermark::TableWatermarks;
-use crate::{CompactionGroupId, HummockSstableObjectId, HummockVersionId, FIRST_VERSION_ID};
+use crate::{
+    CompactionGroupId, HummockEpoch, HummockSstableObjectId, HummockVersionId, FIRST_VERSION_ID,
+};
 
 #[derive(Debug, Clone, PartialEq)]
 pub struct HummockVersionStateTableInfo {
@@ -204,6 +206,13 @@ impl HummockVersionStateTableInfo {
     pub fn compaction_group_member_tables(&self) -> &HashMap<CompactionGroupId, BTreeSet<TableId>> {
         &self.compaction_group_member_tables
     }
+
+    pub fn max_table_committed_epoch(&self) -> Option<HummockEpoch> {
+        self.state_table_info
+            .values()
+            .map(|info| info.committed_epoch)
+            .max()
+    }
 }
 
 #[derive(Debug, Clone, PartialEq)]
diff --git a/src/storage/src/filter_key_extractor.rs b/src/storage/src/filter_key_extractor.rs
index baf5c4070c74a..e9326d37dcd8c 100644
--- a/src/storage/src/filter_key_extractor.rs
+++ b/src/storage/src/filter_key_extractor.rs
@@ -554,6 +554,7 @@ mod tests {
             initialized_at_cluster_version: None,
             created_at_cluster_version: None,
             cdc_table_id: None,
+            maybe_vnode_count: None,
         }
     }
 
diff --git a/src/storage/src/hummock/error.rs b/src/storage/src/hummock/error.rs
index 48f71b9199332..df843b3ac4e3d 100644
--- a/src/storage/src/hummock/error.rs
+++ b/src/storage/src/hummock/error.rs
@@ -19,7 +19,7 @@ use thiserror_ext::AsReport;
 use tokio::sync::oneshot::error::RecvError;
 
 // TODO(error-handling): should prefer use error types than strings.
-#[derive(Error, thiserror_ext::ReportDebug, thiserror_ext::Box)]
+#[derive(Error, thiserror_ext::ReportDebug, thiserror_ext::Arc)]
 #[thiserror_ext(newtype(name = HummockError, backtrace))]
 pub enum HummockErrorInner {
     #[error("Magic number mismatch: expected {expected}, found: {found}")]
diff --git a/src/storage/src/hummock/store/hummock_storage.rs b/src/storage/src/hummock/store/hummock_storage.rs
index 3e88851feb456..b832a8e865b68 100644
--- a/src/storage/src/hummock/store/hummock_storage.rs
+++ b/src/storage/src/hummock/store/hummock_storage.rs
@@ -309,9 +309,9 @@ impl HummockStorage {
         epoch: u64,
         table_id: TableId,
     ) -> StorageResult<PinnedVersion> {
-        let fetch = async {
-            let pb_version = self
-                .hummock_meta_client
+        let meta_client = self.hummock_meta_client.clone();
+        let fetch = async move {
+            let pb_version = meta_client
                 .get_version_by_epoch(epoch, table_id.table_id())
                 .await
                 .inspect_err(|e| tracing::error!("{}", e.to_report_string()))
@@ -322,7 +322,7 @@ impl HummockStorage {
         };
         let version = self
             .simple_time_travel_version_cache
-            .get_or_insert(epoch, fetch)
+            .get_or_insert(table_id.table_id, epoch, fetch)
             .await?;
         Ok(version)
     }
diff --git a/src/storage/src/hummock/time_travel_version_cache.rs b/src/storage/src/hummock/time_travel_version_cache.rs
index 08ad70ab44fa4..8ee77c7386d27 100644
--- a/src/storage/src/hummock/time_travel_version_cache.rs
+++ b/src/storage/src/hummock/time_travel_version_cache.rs
@@ -13,47 +13,25 @@
 // limitations under the License.
 
 use std::future::Future;
+use std::pin::Pin;
 
+use futures::future::Shared;
+use futures::FutureExt;
 use moka::sync::Cache;
 use risingwave_hummock_sdk::HummockEpoch;
-use tokio::sync::Mutex;
 
 use crate::hummock::local_version::pinned_version::PinnedVersion;
 use crate::hummock::HummockResult;
 
+type InflightResult = Shared<Pin<Box<dyn Future<Output = HummockResult<PinnedVersion>> + Send>>>;
+
 /// A naive cache to reduce number of RPC sent to meta node.
 pub struct SimpleTimeTravelVersionCache {
-    inner: Mutex<SimpleTimeTravelVersionCacheInner>,
+    cache: Cache<(u32, HummockEpoch), InflightResult>,
 }
 
 impl SimpleTimeTravelVersionCache {
     pub fn new() -> Self {
-        Self {
-            inner: Mutex::new(SimpleTimeTravelVersionCacheInner::new()),
-        }
-    }
-
-    pub async fn get_or_insert(
-        &self,
-        epoch: HummockEpoch,
-        fetch: impl Future<Output = HummockResult<PinnedVersion>>,
-    ) -> HummockResult<PinnedVersion> {
-        let mut guard = self.inner.lock().await;
-        if let Some(v) = guard.get(&epoch) {
-            return Ok(v);
-        }
-        let version = fetch.await?;
-        guard.add(epoch, version);
-        Ok(guard.get(&epoch).unwrap())
-    }
-}
-
-struct SimpleTimeTravelVersionCacheInner {
-    cache: Cache<HummockEpoch, PinnedVersion>,
-}
-
-impl SimpleTimeTravelVersionCacheInner {
-    fn new() -> Self {
         let capacity = std::env::var("RW_HUMMOCK_TIME_TRAVEL_CACHE_SIZE")
             .unwrap_or_else(|_| "10".into())
             .parse()
@@ -62,11 +40,25 @@ impl SimpleTimeTravelVersionCacheInner {
         Self { cache }
     }
 
-    fn get(&self, epoch: &HummockEpoch) -> Option<PinnedVersion> {
-        self.cache.get(epoch)
-    }
-
-    fn add(&mut self, epoch: HummockEpoch, version: PinnedVersion) {
-        self.cache.insert(epoch, version);
+    pub async fn get_or_insert(
+        &self,
+        table_id: u32,
+        epoch: HummockEpoch,
+        fetch: impl Future<Output = HummockResult<PinnedVersion>> + Send + 'static,
+    ) -> HummockResult<PinnedVersion> {
+        self.cache
+            .entry((table_id, epoch))
+            .or_insert_with_if(
+                || fetch.boxed().shared(),
+                |inflight| {
+                    if let Some(result) = inflight.peek() {
+                        return result.is_err();
+                    }
+                    false
+                },
+            )
+            .value()
+            .clone()
+            .await
     }
 }
diff --git a/src/stream/src/executor/aggregation/minput.rs b/src/stream/src/executor/aggregation/minput.rs
index 393be1878412b..8e140c9bebae6 100644
--- a/src/stream/src/executor/aggregation/minput.rs
+++ b/src/stream/src/executor/aggregation/minput.rs
@@ -24,7 +24,7 @@ use risingwave_common::types::Datum;
 use risingwave_common::util::row_serde::OrderedRowSerde;
 use risingwave_common::util::sort_util::{ColumnOrder, OrderType};
 use risingwave_common_estimate_size::EstimateSize;
-use risingwave_expr::aggregate::{AggCall, AggKind, BoxedAggregateFunction, PbAggKind};
+use risingwave_expr::aggregate::{AggCall, AggType, BoxedAggregateFunction, PbAggKind};
 use risingwave_pb::stream_plan::PbAggNodeVersion;
 use risingwave_storage::store::PrefetchOptions;
 use risingwave_storage::StateStore;
@@ -124,31 +124,31 @@ impl MaterializedInputState {
             .collect_vec();
         let cache_key_serializer = OrderedRowSerde::new(cache_key_data_types, order_types);
 
-        let cache: Box<dyn AggStateCache + Send + Sync> = match agg_call.kind {
-            AggKind::Builtin(
+        let cache: Box<dyn AggStateCache + Send + Sync> = match agg_call.agg_type {
+            AggType::Builtin(
                 PbAggKind::Min | PbAggKind::Max | PbAggKind::FirstValue | PbAggKind::LastValue,
             ) => Box::new(GenericAggStateCache::new(
                 TopNStateCache::new(extreme_cache_size),
                 agg_call.args.arg_types(),
             )),
-            AggKind::Builtin(
+            AggType::Builtin(
                 PbAggKind::StringAgg
                 | PbAggKind::ArrayAgg
                 | PbAggKind::JsonbAgg
                 | PbAggKind::JsonbObjectAgg,
             )
-            | AggKind::WrapScalar(_) => Box::new(GenericAggStateCache::new(
+            | AggType::WrapScalar(_) => Box::new(GenericAggStateCache::new(
                 OrderedStateCache::new(),
                 agg_call.args.arg_types(),
             )),
             _ => panic!(
-                "Agg kind `{}` is not expected to have materialized input state",
-                agg_call.kind
+                "Agg type `{}` is not expected to have materialized input state",
+                agg_call.agg_type
             ),
         };
         let output_first_value = matches!(
-            agg_call.kind,
-            AggKind::Builtin(
+            agg_call.agg_type,
+            AggType::Builtin(
                 PbAggKind::Min | PbAggKind::Max | PbAggKind::FirstValue | PbAggKind::LastValue
             )
         );
@@ -245,12 +245,12 @@ fn generate_order_columns_before_version_issue_13465(
     arg_col_indices: &[usize],
 ) -> (Vec<usize>, Vec<OrderType>) {
     let (mut order_col_indices, mut order_types) = if matches!(
-        agg_call.kind,
-        AggKind::Builtin(PbAggKind::Min | PbAggKind::Max)
+        agg_call.agg_type,
+        AggType::Builtin(PbAggKind::Min | PbAggKind::Max)
     ) {
         // `min`/`max` need not to order by any other columns, but have to
         // order by the agg value implicitly.
-        let order_type = if matches!(agg_call.kind, AggKind::Builtin(PbAggKind::Min)) {
+        let order_type = if matches!(agg_call.agg_type, AggType::Builtin(PbAggKind::Min)) {
             OrderType::ascending()
         } else {
             OrderType::descending()
@@ -263,7 +263,7 @@ fn generate_order_columns_before_version_issue_13465(
             .map(|p| {
                 (
                     p.column_index,
-                    if matches!(agg_call.kind, AggKind::Builtin(PbAggKind::LastValue)) {
+                    if matches!(agg_call.agg_type, AggType::Builtin(PbAggKind::LastValue)) {
                         p.order_type.reverse()
                     } else {
                         p.order_type
diff --git a/src/stream/src/executor/aggregation/mod.rs b/src/stream/src/executor/aggregation/mod.rs
index a5bd631e0caec..676ecc3d7c4da 100644
--- a/src/stream/src/executor/aggregation/mod.rs
+++ b/src/stream/src/executor/aggregation/mod.rs
@@ -19,7 +19,7 @@ use risingwave_common::array::ArrayImpl::Bool;
 use risingwave_common::array::DataChunk;
 use risingwave_common::bail;
 use risingwave_common::bitmap::Bitmap;
-use risingwave_expr::aggregate::{AggCall, AggKind, PbAggKind};
+use risingwave_expr::aggregate::{AggCall, AggType, PbAggKind};
 use risingwave_expr::expr::{LogReport, NonStrictExpression};
 use risingwave_storage::StateStore;
 
@@ -38,8 +38,8 @@ pub async fn agg_call_filter_res(
 ) -> StreamExecutorResult<Bitmap> {
     let mut vis = chunk.visibility().clone();
     if matches!(
-        agg_call.kind,
-        AggKind::Builtin(PbAggKind::Min | PbAggKind::Max | PbAggKind::StringAgg)
+        agg_call.agg_type,
+        AggType::Builtin(PbAggKind::Min | PbAggKind::Max | PbAggKind::StringAgg)
     ) {
         // should skip NULL value for these kinds of agg function
         let agg_col_idx = agg_call.args.val_indices()[0]; // the first arg is the agg column for all these kinds
diff --git a/src/stream/src/executor/row_id_gen.rs b/src/stream/src/executor/row_id_gen.rs
index 5465a1b54ec2e..216d62432191b 100644
--- a/src/stream/src/executor/row_id_gen.rs
+++ b/src/stream/src/executor/row_id_gen.rs
@@ -50,7 +50,7 @@ impl RowIdGenExecutor {
 
     /// Create a new row id generator based on the assigned vnodes.
     fn new_generator(vnodes: &Bitmap) -> RowIdGenerator {
-        RowIdGenerator::new(vnodes.iter_vnodes())
+        RowIdGenerator::new(vnodes.iter_vnodes(), vnodes.len())
     }
 
     /// Generate a row ID column according to ops.
diff --git a/src/stream/src/executor/test_utils.rs b/src/stream/src/executor/test_utils.rs
index f4e0f40761aab..76301a2de5099 100644
--- a/src/stream/src/executor/test_utils.rs
+++ b/src/stream/src/executor/test_utils.rs
@@ -277,7 +277,7 @@ pub mod agg_executor {
     use risingwave_common::hash::SerializedKey;
     use risingwave_common::types::DataType;
     use risingwave_common::util::sort_util::{ColumnOrder, OrderType};
-    use risingwave_expr::aggregate::{AggCall, AggKind, PbAggKind};
+    use risingwave_expr::aggregate::{AggCall, AggType, PbAggKind};
     use risingwave_pb::stream_plan::PbAggNodeVersion;
     use risingwave_storage::StateStore;
 
@@ -328,8 +328,8 @@ pub mod agg_executor {
         input_fields: Vec<Field>,
         is_append_only: bool,
     ) -> AggStateStorage<S> {
-        match agg_call.kind {
-            AggKind::Builtin(PbAggKind::Min | PbAggKind::Max) if !is_append_only => {
+        match agg_call.agg_type {
+            AggType::Builtin(PbAggKind::Min | PbAggKind::Max) if !is_append_only => {
                 let mut column_descs = Vec::new();
                 let mut order_types = Vec::new();
                 let mut upstream_columns = Vec::new();
@@ -353,7 +353,7 @@ pub mod agg_executor {
                     add_column(*idx, input_fields[*idx].data_type(), None);
                 }
 
-                add_column(agg_call.args.val_indices()[0], agg_call.args.arg_types()[0].clone(), if matches!(agg_call.kind, AggKind::Builtin(PbAggKind::Max)) {
+                add_column(agg_call.args.val_indices()[0], agg_call.args.arg_types()[0].clone(), if matches!(agg_call.agg_type, AggType::Builtin(PbAggKind::Max)) {
                     Some(OrderType::descending())
                 } else {
                     Some(OrderType::ascending())
@@ -377,7 +377,7 @@ pub mod agg_executor {
 
                 AggStateStorage::MaterializedInput { table: state_table, mapping: StateTableColumnMapping::new(upstream_columns, None), order_columns }
             }
-            AggKind::Builtin(
+            AggType::Builtin(
                 PbAggKind::Min /* append only */
                 | PbAggKind::Max /* append only */
                 | PbAggKind::Sum