diff --git a/Cargo.lock b/Cargo.lock
index f43e3d3115fcb..1faad1115f3ea 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -5409,9 +5409,9 @@ dependencies = [
 
 [[package]]
 name = "foyer"
-version = "0.10.0"
+version = "0.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cbfceb28a004d50b6110fd012db1d52d318d15f721dbb5b65eda261b821c1baa"
+checksum = "1b5f358e9b9492a9e9af905934ef4736a97a001fa19232f4a29f42974cf7a24c"
 dependencies = [
  "ahash 0.8.11",
  "anyhow",
@@ -5427,9 +5427,9 @@ dependencies = [
 
 [[package]]
 name = "foyer-common"
-version = "0.8.0"
+version = "0.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6ce1b903e1e142eafe8cd3183087fcd7ed6452e5dc8dfb5356a607ec2aa1c869"
+checksum = "e109f1fd012cc2f0785db5711c73c388fca2d2ac6e2aabb4eaa3a8af98b4dcdb"
 dependencies = [
  "bytes",
  "cfg-if",
@@ -5449,9 +5449,9 @@ dependencies = [
 
 [[package]]
 name = "foyer-intrusive"
-version = "0.8.0"
+version = "0.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2f7883ac7a8a69115f5bd84072a0b98d4ba72feacddf9040c217a5012bb352ff"
+checksum = "2e7ad91ad11f2c94bb4b3b88acd447f3145224415d776f163d2b06a9ed24e63a"
 dependencies = [
  "foyer-common",
  "itertools 0.13.0",
@@ -5459,9 +5459,9 @@ dependencies = [
 
 [[package]]
 name = "foyer-memory"
-version = "0.6.0"
+version = "0.6.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9fd7b0ce80867803c6b197db20cc1a49fcecc9d5070d2fb829660ec19acf9e72"
+checksum = "29273589433f89d61347b196754bfa22357420d1adbf815d354c23512106a194"
 dependencies = [
  "ahash 0.8.11",
  "bitflags 2.5.0",
@@ -5482,9 +5482,9 @@ dependencies = [
 
 [[package]]
 name = "foyer-storage"
-version = "0.9.0"
+version = "0.9.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4205359a7ea9d05ff7525f0e55a5257a593c89b4e22ebfa07e06a84c2e163202"
+checksum = "79c20580e456ea337e4bdefa9fba7ff19b42cd87432bda3ef3579ef9e1057c7e"
 dependencies = [
  "ahash 0.8.11",
  "allocator-api2",
diff --git a/Cargo.toml b/Cargo.toml
index a0ae100c84595..57fda38e8629d 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -77,7 +77,7 @@ license = "Apache-2.0"
 repository = "https://github.com/risingwavelabs/risingwave"
 
 [workspace.dependencies]
-foyer = { version = "0.10.0", features = ["nightly", "mtrace"] }
+foyer = { version = "0.10.1", features = ["nightly", "mtrace"] }
 apache-avro = { git = "https://github.com/risingwavelabs/avro", rev = "25113ba88234a9ae23296e981d8302c290fdaa4b", features = [
     "snappy",
     "zstandard",
diff --git a/ci/scripts/docker-hdfs.sh b/ci/scripts/docker-hdfs.sh
index 5b46c3be50397..27bb48bbf83d8 100755
--- a/ci/scripts/docker-hdfs.sh
+++ b/ci/scripts/docker-hdfs.sh
@@ -10,10 +10,10 @@ BUILDKITE_COMMIT="HDFS_$(echo $RANDOM | md5sum | head -c 20;)"
 
 java_home_path=$(uname -m)
 if [ "$arch" = "arm64" ] || [ "$arch" = "aarch64" ]; then
-    java_home_path="/usr/lib/jvm/java-11-openjdk-arm64"
+    java_home_path="/usr/lib/jvm/java-17-openjdk-arm64"
 else
 # x86_64
-    java_home_path="/usr/lib/jvm/java-11-openjdk-amd64"
+    java_home_path="/usr/lib/jvm/java-17-openjdk-amd64"
 fi
 echo $java_home_path
 
diff --git a/docker/dashboards/risingwave-dev-dashboard.json b/docker/dashboards/risingwave-dev-dashboard.json
index 3e303bca36ae2..2fbe83c17c0b8 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..0d0619aad29ec 100644
--- a/docker/dashboards/risingwave-user-dashboard.json
+++ b/docker/dashboards/risingwave-user-dashboard.json
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diff --git a/grafana/risingwave-dev-dashboard.dashboard.py b/grafana/risingwave-dev-dashboard.dashboard.py
index 1d0bab6a73d41..f871824d18296 100644
--- a/grafana/risingwave-dev-dashboard.dashboard.py
+++ b/grafana/risingwave-dev-dashboard.dashboard.py
@@ -1232,21 +1232,17 @@ def section_streaming_actors(outer_panels):
                         ),
                     ],
                 ),
-                panels.timeseries_actor_latency(
-                    "Executor Barrier Align",
+                panels.timeseries_percentage(
+                    "Executor Barrier Align Per Second",
                     "",
                     [
-                        *quantile(
-                            lambda quantile, legend: panels.target(
-                                f"histogram_quantile({quantile}, sum(rate({metric('stream_barrier_align_duration_bucket')}[$__rate_interval])) by (le, executor, fragment_id, wait_side, {COMPONENT_LABEL}))",
-                                f"p{legend} - executor {{{{executor}}}} fragment {{{{fragment_id}}}} {{{{wait_side}}}} - {{{{{COMPONENT_LABEL}}}}}",
-                            ),
-                            [90, 99, 999, "max"],
-                        ),
                         panels.target(
-                            f"sum by(le, executor, fragment_id, wait_side, job)(rate({metric('stream_barrier_align_duration_sum')}[$__rate_interval])) / sum by(le,executor,fragment_id,wait_side,{COMPONENT_LABEL}) (rate({metric('stream_barrier_align_duration_count')}[$__rate_interval])) > 0",
-                            "avg - executor {{executor}} fragment {{fragment_id}} {{wait_side}} - {{%s}}"
-                            % COMPONENT_LABEL,
+                            f"avg(rate({metric('stream_barrier_align_duration_ns')}[$__rate_interval]) / 1000000000) by (fragment_id,wait_side, executor)",
+                            "fragment {{fragment_id}} {{wait_side}} {{executor}}",
+                        ),
+                        panels.target_hidden(
+                            f"rate({metric('stream_barrier_align_duration_ns')}[$__rate_interval]) / 1000000000",
+                            "actor {{actor_id}} fragment {{fragment_id}} {{wait_side}} {{executor}}",
                         ),
                     ],
                 ),
diff --git a/grafana/risingwave-dev-dashboard.json b/grafana/risingwave-dev-dashboard.json
index 3e303bca36ae2..2fbe83c17c0b8 100644
--- a/grafana/risingwave-dev-dashboard.json
+++ b/grafana/risingwave-dev-dashboard.json
@@ -1 +1 @@
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diff --git a/grafana/risingwave-user-dashboard.json b/grafana/risingwave-user-dashboard.json
index 037679704e38f..0d0619aad29ec 100644
--- a/grafana/risingwave-user-dashboard.json
+++ b/grafana/risingwave-user-dashboard.json
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instance))","refId":"","step":10,"target":""},{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"histogram_quantile(0.99, sum(rate(frontend_latency_local_execution_bucket{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (le, job, instance))","format":"time_series","hide":false,"instant":false,"interval":"","intervalFactor":2,"legendFormat":"p99 - {{job}} @ {{instance}}","metric":"","query":"histogram_quantile(0.99, sum(rate(frontend_latency_local_execution_bucket{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (le, job, instance))","refId":"","step":10,"target":""},{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"histogram_quantile(1.0, sum(rate(frontend_latency_local_execution_bucket{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (le, job, instance))","format":"time_series","hide":false,"instant":false,"interval":"","intervalFactor":2,"legendFormat":"pmax - {{job}} @ {{instance}}","metric":"","query":"histogram_quantile(1.0, sum(rate(frontend_latency_local_execution_bucket{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])) by (le, job, instance))","refId":"","step":10,"target":""}],"timeFrom":null,"timeShift":null,"title":"Query Latency in Local Execution Mode","transformations":[],"transparent":false,"type":"timeseries"}],"repeat":null,"repeatDirection":null,"span":null,"targets":[],"timeFrom":null,"timeShift":null,"title":"Batch","transformations":[],"transparent":false,"type":"row"},{"cacheTimeout":null,"collapsed":true,"datasource":null,"description":null,"editable":true,"error":false,"fieldConfig":{"defaults":{"thresholds":{"mode":"absolute","steps":[]}}},"gridPos":{"h":1,"w":24,"x":0,"y":48},"height":null,"hideTimeOverride":false,"id":52,"interval":null,"links":[],"maxDataPoints":100,"maxPerRow":null,"minSpan":null,"panels":[{"cacheTimeout":null,"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"","editable":true,"error":false,"fieldConfig":{"defaults":{"color":{"mode":"palette-classic"},"custom":{"axisLabel":"","axisPlacement":"auto","barAlignment":0,"drawStyle":"line","fillOpacity":10,"gradientMode":"none","hideFrom":{"legend":false,"tooltip":false,"viz":false},"lineInterpolation":"linear","lineWidth":1,"pointSize":5,"scaleDistribution":{"log":2,"type":"linear"},"showPoints":"auto","spanNulls":false,"stacking":{},"thresholdsStyle":{"mode":"off"}},"mappings":[],"thresholds":{"mode":"absolute","steps":[]},"unit":"rows/s"},"overrides":[]},"gridPos":{"h":8,"w":12,"x":0,"y":0},"height":null,"hideTimeOverride":false,"id":53,"interval":"1s","links":[],"maxDataPoints":1000,"maxPerRow":null,"minSpan":null,"options":{"legend":{"calcs":["mean"],"displayMode":"table","placement":"bottom"},"tooltip":{"mode":"single"}},"repeat":null,"repeatDirection":null,"span":null,"targets":[{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"rate(connector_source_rows_received{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])","format":"time_series","hide":false,"instant":false,"interval":"","intervalFactor":2,"legendFormat":"source={{source_type}} @ {{source_id}}","metric":"","query":"rate(connector_source_rows_received{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])","refId":"","step":10,"target":""}],"timeFrom":null,"timeShift":null,"title":"Connector Source Throughput(rows)","transformations":[],"transparent":false,"type":"timeseries"},{"cacheTimeout":null,"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"","editable":true,"error":false,"fieldConfig":{"defaults":{"color":{"mode":"palette-classic"},"custom":{"axisLabel":"","axisPlacement":"auto","barAlignment":0,"drawStyle":"line","fillOpacity":10,"gradientMode":"none","hideFrom":{"legend":false,"tooltip":false,"viz":false},"lineInterpolation":"linear","lineWidth":1,"pointSize":5,"scaleDistribution":{"log":2,"type":"linear"},"showPoints":"auto","spanNulls":false,"stacking":{},"thresholdsStyle":{"mode":"off"}},"mappings":[],"thresholds":{"mode":"absolute","steps":[]},"unit":"rows/s"},"overrides":[]},"gridPos":{"h":8,"w":12,"x":12,"y":0},"height":null,"hideTimeOverride":false,"id":54,"interval":"1s","links":[],"maxDataPoints":1000,"maxPerRow":null,"minSpan":null,"options":{"legend":{"calcs":["mean"],"displayMode":"table","placement":"bottom"},"tooltip":{"mode":"single"}},"repeat":null,"repeatDirection":null,"span":null,"targets":[{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"rate(connector_sink_rows_received{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])","format":"time_series","hide":false,"instant":false,"interval":"","intervalFactor":2,"legendFormat":"sink={{connector_type}} @ {{sink_id}}","metric":"","query":"rate(connector_sink_rows_received{job=~\"$job\",instance=~\"$node\"}[$__rate_interval])","refId":"","step":10,"target":""}],"timeFrom":null,"timeShift":null,"title":"Connector Sink Throughput(rows)","transformations":[],"transparent":false,"type":"timeseries"}],"repeat":null,"repeatDirection":null,"span":null,"targets":[],"timeFrom":null,"timeShift":null,"title":"Connector Node","transformations":[],"transparent":false,"type":"row"}],"refresh":"","rows":[],"schemaVersion":12,"sharedCrosshair":true,"style":"dark","tags":["risingwave"],"templating":{"list":[{"current":{"selected":false,"text":"All","value":"__all"},"definition":"label_values(process_cpu_seconds_total, instance)","description":"Reporting instance of the metric","hide":0,"includeAll":true,"label":"Node","multi":true,"name":"node","options":[],"query":{"query":"label_values(process_cpu_seconds_total, instance)","refId":"StandardVariableQuery"},"refresh":2,"regex":"","skipUrlSync":false,"sort":6,"type":"query"},{"current":{"selected":false,"text":"All","value":"__all"},"definition":"label_values(process_cpu_seconds_total, job)","description":"Reporting job of the metric","hide":0,"includeAll":true,"label":"Job","multi":true,"name":"job","options":[],"query":{"query":"label_values(process_cpu_seconds_total, job)","refId":"StandardVariableQuery"},"refresh":2,"regex":"","skipUrlSync":false,"sort":6,"type":"query"}]},"time":{"from":"now-30m","to":"now"},"timepicker":{"hidden":false,"refresh_intervals":["5s","10s","30s","1m","5m","15m","30m","1h","2h","1d"],"time_options":["5m","15m","1h","6h","12h","24h","2d","7d","30d"]},"timezone":"browser","title":"risingwave_dashboard","uid":"Fcy3uV1nz","version":0}
diff --git a/risedev.yml b/risedev.yml
index cdc115ca30010..984d92ab33d88 100644
--- a/risedev.yml
+++ b/risedev.yml
@@ -296,27 +296,14 @@ profile:
         port: 15690
         dashboard-port: 15691
         exporter-port: 11250
+        meta-backend: etcd
       - use: meta-node
         port: 25690
         dashboard-port: 25691
         exporter-port: 21250
+        meta-backend: etcd
       - use: compactor
 
-  3meta:
-    steps:
-      - use: meta-node
-        port: 5690
-        dashboard-port: 5691
-        exporter-port: 1250
-      - use: meta-node
-        port: 15690
-        dashboard-port: 15691
-        exporter-port: 11250
-      - use: meta-node
-        port: 25690
-        dashboard-port: 25691
-        exporter-port: 21250
-
   3etcd-3meta-1cn-1fe:
     steps:
       - use: minio
@@ -344,10 +331,12 @@ profile:
         port: 15690
         dashboard-port: 15691
         exporter-port: 11250
+        meta-backend: etcd
       - use: meta-node
         port: 25690
         dashboard-port: 25691
         exporter-port: 21250
+        meta-backend: etcd
       - use: compactor
       - use: compute-node
       - use: frontend
diff --git a/src/batch/src/worker_manager/worker_node_manager.rs b/src/batch/src/worker_manager/worker_node_manager.rs
index 0fc3d539101bb..b1e08517954db 100644
--- a/src/batch/src/worker_manager/worker_node_manager.rs
+++ b/src/batch/src/worker_manager/worker_node_manager.rs
@@ -156,18 +156,12 @@ impl WorkerNodeManager {
 
         let guard = self.inner.read().unwrap();
 
-        let worker_slot_index: HashMap<_, _> = guard
-            .worker_nodes
-            .iter()
-            .flat_map(|worker| {
-                (0..worker.parallelism()).map(move |i| (WorkerSlotId::new(worker.id, i), worker))
-            })
-            .collect();
+        let worker_index: HashMap<_, _> = guard.worker_nodes.iter().map(|w| (w.id, w)).collect();
 
         let mut workers = Vec::with_capacity(worker_slot_ids.len());
 
         for worker_slot_id in worker_slot_ids {
-            match worker_slot_index.get(worker_slot_id) {
+            match worker_index.get(&worker_slot_id.worker_id()) {
                 Some(worker) => workers.push((*worker).clone()),
                 None => bail!(
                     "No worker node found for worker slot id: {}",
diff --git a/src/common/common_service/Cargo.toml b/src/common/common_service/Cargo.toml
index f2fa832eaad55..cb43702f3f9e6 100644
--- a/src/common/common_service/Cargo.toml
+++ b/src/common/common_service/Cargo.toml
@@ -28,7 +28,7 @@ thiserror-ext = { workspace = true }
 tokio = { version = "0.2", package = "madsim-tokio", features = ["rt", "rt-multi-thread", "sync", "macros", "time", "signal"] }
 tonic = { workspace = true }
 tower = { version = "0.4", features = ["util", "load-shed"] }
-tower-http = { version = "0.5", features = ["add-extension"] }
+tower-http = { version = "0.5", features = ["add-extension", "compression-gzip"] }
 tracing = "0.1"
 
 [target.'cfg(not(madsim))'.dependencies]
diff --git a/src/common/common_service/src/metrics_manager.rs b/src/common/common_service/src/metrics_manager.rs
index f6d31c98ef31b..a8151d2c17715 100644
--- a/src/common/common_service/src/metrics_manager.rs
+++ b/src/common/common_service/src/metrics_manager.rs
@@ -23,6 +23,7 @@ use risingwave_common::monitor::GLOBAL_METRICS_REGISTRY;
 use thiserror_ext::AsReport;
 use tokio::net::TcpListener;
 use tower_http::add_extension::AddExtensionLayer;
+use tower_http::compression::CompressionLayer;
 use tracing::{error, info, warn};
 
 pub struct MetricsManager {}
@@ -31,28 +32,30 @@ impl MetricsManager {
     pub fn boot_metrics_service(listen_addr: String) {
         static METRICS_SERVICE_LISTEN_ADDR: OnceLock<String> = OnceLock::new();
         let new_listen_addr = listen_addr.clone();
-        let current_listen_addr =
-            METRICS_SERVICE_LISTEN_ADDR.get_or_init(|| {
-                let listen_addr_clone = listen_addr.clone();
-                #[cfg(not(madsim))] // no need in simulation test
-                tokio::spawn(async move {
-                    info!(
-                        "Prometheus listener for Prometheus is set up on http://{}",
-                        listen_addr
-                    );
+        let current_listen_addr = METRICS_SERVICE_LISTEN_ADDR.get_or_init(|| {
+            let listen_addr_clone = listen_addr.clone();
+            #[cfg(not(madsim))] // no need in simulation test
+            tokio::spawn(async move {
+                info!(
+                    "Prometheus listener for Prometheus is set up on http://{}",
+                    listen_addr
+                );
 
-                    let service = Router::new().fallback(Self::metrics_service).layer(
-                        AddExtensionLayer::new(GLOBAL_METRICS_REGISTRY.deref().clone()),
-                    );
+                let service = Router::new()
+                    .fallback(Self::metrics_service)
+                    .layer(AddExtensionLayer::new(
+                        GLOBAL_METRICS_REGISTRY.deref().clone(),
+                    ))
+                    .layer(CompressionLayer::new());
 
-                    let serve_future =
-                        axum::serve(TcpListener::bind(&listen_addr).await.unwrap(), service);
-                    if let Err(err) = serve_future.await {
-                        error!(error = %err.as_report(), "metrics service exited with error");
-                    }
-                });
-                listen_addr_clone
+                let serve_future =
+                    axum::serve(TcpListener::bind(&listen_addr).await.unwrap(), service);
+                if let Err(err) = serve_future.await {
+                    error!(error = %err.as_report(), "metrics service exited with error");
+                }
             });
+            listen_addr_clone
+        });
         if new_listen_addr != *current_listen_addr {
             warn!(
                 "unable to listen port {} for metrics service. Currently listening on {}",
diff --git a/src/common/src/config.rs b/src/common/src/config.rs
index 47d53a75b76a1..4bdbf72cf273a 100644
--- a/src/common/src/config.rs
+++ b/src/common/src/config.rs
@@ -851,6 +851,9 @@ pub struct FileCacheConfig {
     #[serde(default = "default::file_cache::compression")]
     pub compression: String,
 
+    #[serde(default = "default::file_cache::flush_buffer_threshold_mb")]
+    pub flush_buffer_threshold_mb: Option<usize>,
+
     #[serde(default, flatten)]
     #[config_doc(omitted)]
     pub unrecognized: Unrecognized<Self>,
@@ -1591,6 +1594,14 @@ pub mod default {
         pub fn table_info_statistic_history_times() -> usize {
             240
         }
+
+        pub fn block_file_cache_flush_buffer_threshold_mb() -> usize {
+            256
+        }
+
+        pub fn meta_file_cache_flush_buffer_threshold_mb() -> usize {
+            64
+        }
     }
 
     pub mod streaming {
@@ -1651,6 +1662,10 @@ pub mod default {
         pub fn compression() -> String {
             "none".to_string()
         }
+
+        pub fn flush_buffer_threshold_mb() -> Option<usize> {
+            None
+        }
     }
 
     pub mod cache_refill {
@@ -2123,6 +2138,8 @@ pub struct StorageMemoryConfig {
     pub prefetch_buffer_capacity_mb: usize,
     pub block_cache_eviction_config: EvictionConfig,
     pub meta_cache_eviction_config: EvictionConfig,
+    pub block_file_cache_flush_buffer_threshold_mb: usize,
+    pub meta_file_cache_flush_buffer_threshold_mb: usize,
 }
 
 pub const MAX_META_CACHE_SHARD_BITS: usize = 4;
@@ -2234,6 +2251,17 @@ pub fn extract_storage_memory_config(s: &RwConfig) -> StorageMemoryConfig {
                 }
             });
 
+    let block_file_cache_flush_buffer_threshold_mb = s
+        .storage
+        .data_file_cache
+        .flush_buffer_threshold_mb
+        .unwrap_or(default::storage::block_file_cache_flush_buffer_threshold_mb());
+    let meta_file_cache_flush_buffer_threshold_mb = s
+        .storage
+        .meta_file_cache
+        .flush_buffer_threshold_mb
+        .unwrap_or(default::storage::block_file_cache_flush_buffer_threshold_mb());
+
     StorageMemoryConfig {
         block_cache_capacity_mb,
         block_cache_shard_num,
@@ -2244,6 +2272,8 @@ pub fn extract_storage_memory_config(s: &RwConfig) -> StorageMemoryConfig {
         prefetch_buffer_capacity_mb,
         block_cache_eviction_config,
         meta_cache_eviction_config,
+        block_file_cache_flush_buffer_threshold_mb,
+        meta_file_cache_flush_buffer_threshold_mb,
     }
 }
 
diff --git a/src/common/src/hash/consistent_hash/mapping.rs b/src/common/src/hash/consistent_hash/mapping.rs
index 51e3aa02d262c..2ca4f6fc9686e 100644
--- a/src/common/src/hash/consistent_hash/mapping.rs
+++ b/src/common/src/hash/consistent_hash/mapping.rs
@@ -33,7 +33,7 @@ use crate::util::iter_util::ZipEqDebug;
 // TODO: find a better place for this.
 pub type ActorId = u32;
 
-#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, Ord, PartialOrd)]
+#[derive(Clone, Copy, PartialEq, Eq, Hash, Ord, PartialOrd)]
 pub struct WorkerSlotId(u64);
 
 impl WorkerSlotId {
@@ -68,6 +68,12 @@ impl Display for WorkerSlotId {
     }
 }
 
+impl Debug for WorkerSlotId {
+    fn fmt(&self, f: &mut Formatter<'_>) -> std::fmt::Result {
+        f.write_fmt(format_args!("[{}:{}]", self.worker_id(), self.slot_idx()))
+    }
+}
+
 /// Trait for items that can be used as keys in [`VnodeMapping`].
 pub trait VnodeMappingItem {
     /// The type of the item.
diff --git a/src/compute/src/memory/config.rs b/src/compute/src/memory/config.rs
index 2a6607c268a67..234490773f40f 100644
--- a/src/compute/src/memory/config.rs
+++ b/src/compute/src/memory/config.rs
@@ -168,6 +168,24 @@ pub fn storage_memory_config(
         ((non_reserved_memory_bytes as f64 * compactor_memory_proportion).ceil() as usize) >> 20,
     );
 
+    // The file cache flush buffer threshold is used as a emergency limitation.
+    // On most cases the flush buffer is not supposed to be as large as the threshold.
+    // So, the file cache flush buffer threshold size is not calculated in the memory usage.
+    let block_file_cache_flush_buffer_threshold_mb = storage_config
+        .data_file_cache
+        .flush_buffer_threshold_mb
+        .unwrap_or(
+            risingwave_common::config::default::storage::block_file_cache_flush_buffer_threshold_mb(
+            ),
+        );
+    let meta_file_cache_flush_buffer_threshold_mb = storage_config
+        .meta_file_cache
+        .flush_buffer_threshold_mb
+        .unwrap_or(
+            risingwave_common::config::default::storage::meta_file_cache_flush_buffer_threshold_mb(
+            ),
+        );
+
     let total_calculated_mb = block_cache_capacity_mb
         + meta_cache_capacity_mb
         + shared_buffer_capacity_mb
@@ -276,6 +294,8 @@ pub fn storage_memory_config(
         prefetch_buffer_capacity_mb,
         block_cache_eviction_config,
         meta_cache_eviction_config,
+        block_file_cache_flush_buffer_threshold_mb,
+        meta_file_cache_flush_buffer_threshold_mb,
     }
 }
 
diff --git a/src/connector/Cargo.toml b/src/connector/Cargo.toml
index 86491ae464a3f..2c8be26c05b33 100644
--- a/src/connector/Cargo.toml
+++ b/src/connector/Cargo.toml
@@ -93,7 +93,6 @@ opendal = { version = "0.47", features = [
 ] }
 openssl = "0.10"
 parking_lot = { workspace = true }
-parquet = { workspace = true }
 paste = "1"
 pg_bigdecimal = { git = "https://github.com/risingwavelabs/rust-pg_bigdecimal", rev = "0b7893d88894ca082b4525f94f812da034486f7c" }
 postgres-openssl = "0.5.0"
diff --git a/src/connector/src/parser/mod.rs b/src/connector/src/parser/mod.rs
index 5202186460aca..fee737fce1106 100644
--- a/src/connector/src/parser/mod.rs
+++ b/src/connector/src/parser/mod.rs
@@ -751,7 +751,7 @@ async fn into_chunk_stream_inner<P: ByteStreamSourceParser>(
                 // report to promethus
                 GLOBAL_SOURCE_METRICS
                     .direct_cdc_event_lag_latency
-                    .with_label_values(&[&msg_meta.full_table_name])
+                    .with_guarded_label_values(&[&msg_meta.full_table_name])
                     .observe(lag_ms as f64);
             }
 
diff --git a/src/connector/src/source/cdc/source/reader.rs b/src/connector/src/source/cdc/source/reader.rs
index 171b25bc94782..75f8165f7928d 100644
--- a/src/connector/src/source/cdc/source/reader.rs
+++ b/src/connector/src/source/cdc/source/reader.rs
@@ -217,7 +217,7 @@ impl<T: CdcSourceTypeTrait> CdcSplitReader<T> {
                     tracing::trace!("receive {} cdc events ", events.len());
                     metrics
                         .connector_source_rows_received
-                        .with_label_values(&[source_type.as_str_name(), &source_id])
+                        .with_guarded_label_values(&[source_type.as_str_name(), &source_id])
                         .inc_by(events.len() as u64);
                     let msgs = events.into_iter().map(SourceMessage::from).collect_vec();
                     yield msgs;
diff --git a/src/connector/src/source/common.rs b/src/connector/src/source/common.rs
index abb80221e8fae..3acb85a87150e 100644
--- a/src/connector/src/source/common.rs
+++ b/src/connector/src/source/common.rs
@@ -49,7 +49,7 @@ pub(crate) async fn into_chunk_stream(
             for (split_id, msgs) in by_split_id {
                 metrics
                     .partition_input_count
-                    .with_label_values(&[
+                    .with_guarded_label_values(&[
                         &actor_id,
                         &source_id,
                         split_id,
@@ -65,7 +65,7 @@ pub(crate) async fn into_chunk_stream(
 
                 metrics
                     .partition_input_bytes
-                    .with_label_values(&[
+                    .with_guarded_label_values(&[
                         &actor_id,
                         &source_id,
                         split_id,
diff --git a/src/connector/src/source/datagen/source/reader.rs b/src/connector/src/source/datagen/source/reader.rs
index 992343058e9ef..e6c6db6af5a71 100644
--- a/src/connector/src/source/datagen/source/reader.rs
+++ b/src/connector/src/source/datagen/source/reader.rs
@@ -162,7 +162,7 @@ impl SplitReader for DatagenSplitReader {
                         .inspect_ok(move |stream_chunk| {
                             metrics
                                 .partition_input_count
-                                .with_label_values(&[
+                                .with_guarded_label_values(&[
                                     &actor_id,
                                     &source_id,
                                     &split_id,
diff --git a/src/connector/src/source/filesystem/opendal_source/opendal_reader.rs b/src/connector/src/source/filesystem/opendal_source/opendal_reader.rs
index a37a4999d90e5..f3a6b96cf2d6b 100644
--- a/src/connector/src/source/filesystem/opendal_source/opendal_reader.rs
+++ b/src/connector/src/source/filesystem/opendal_source/opendal_reader.rs
@@ -168,7 +168,7 @@ impl<Src: OpendalSource> OpendalReader<Src> {
                 source_ctx
                     .metrics
                     .partition_input_bytes
-                    .with_label_values(&[
+                    .with_guarded_label_values(&[
                         &actor_id,
                         &source_id,
                         &split_id,
@@ -185,7 +185,13 @@ impl<Src: OpendalSource> OpendalReader<Src> {
             source_ctx
                 .metrics
                 .partition_input_bytes
-                .with_label_values(&[&actor_id, &source_id, &split_id, &source_name, &fragment_id])
+                .with_guarded_label_values(&[
+                    &actor_id,
+                    &source_id,
+                    &split_id,
+                    &source_name,
+                    &fragment_id,
+                ])
                 .inc_by(batch_size as u64);
             yield batch;
         }
diff --git a/src/connector/src/source/filesystem/s3/source/reader.rs b/src/connector/src/source/filesystem/s3/source/reader.rs
index 9f94dedbfacb5..7e02102686d00 100644
--- a/src/connector/src/source/filesystem/s3/source/reader.rs
+++ b/src/connector/src/source/filesystem/s3/source/reader.rs
@@ -124,7 +124,7 @@ impl S3FileReader {
                 source_ctx
                     .metrics
                     .partition_input_bytes
-                    .with_label_values(&[
+                    .with_guarded_label_values(&[
                         &actor_id,
                         &source_id,
                         &split_id,
@@ -141,7 +141,13 @@ impl S3FileReader {
             source_ctx
                 .metrics
                 .partition_input_bytes
-                .with_label_values(&[&actor_id, &source_id, &split_id, &source_name, &fragment_id])
+                .with_guarded_label_values(&[
+                    &actor_id,
+                    &source_id,
+                    &split_id,
+                    &source_name,
+                    &fragment_id,
+                ])
                 .inc_by(batch_size as u64);
             yield batch;
         }
diff --git a/src/connector/src/source/kafka/enumerator/client.rs b/src/connector/src/source/kafka/enumerator/client.rs
index d4dddad67bfdf..82dfaf11e5d83 100644
--- a/src/connector/src/source/kafka/enumerator/client.rs
+++ b/src/connector/src/source/kafka/enumerator/client.rs
@@ -361,7 +361,7 @@ impl KafkaSplitEnumerator {
         self.context
             .metrics
             .high_watermark
-            .with_label_values(&[
+            .with_guarded_label_values(&[
                 &self.context.info.source_id.to_string(),
                 &partition.to_string(),
             ])
diff --git a/src/connector/src/source/kafka/source/reader.rs b/src/connector/src/source/kafka/source/reader.rs
index c54b0ac27655a..798069ddb12f9 100644
--- a/src/connector/src/source/kafka/source/reader.rs
+++ b/src/connector/src/source/kafka/source/reader.rs
@@ -158,7 +158,7 @@ impl KafkaSplitReader {
         self.source_ctx
             .metrics
             .latest_message_id
-            .with_label_values(&[
+            .with_guarded_label_values(&[
                 // source name is not available here
                 &self.source_ctx.source_id.to_string(),
                 &self.source_ctx.actor_id.to_string(),
diff --git a/src/connector/src/source/monitor/metrics.rs b/src/connector/src/source/monitor/metrics.rs
index bf43ca44212ae..88a2e57ec4ec6 100644
--- a/src/connector/src/source/monitor/metrics.rs
+++ b/src/connector/src/source/monitor/metrics.rs
@@ -14,19 +14,21 @@
 
 use std::sync::{Arc, LazyLock};
 
-use prometheus::core::{AtomicI64, AtomicU64, GenericCounterVec, GenericGaugeVec};
-use prometheus::{
-    exponential_buckets, histogram_opts, register_histogram_vec_with_registry,
-    register_int_counter_vec_with_registry, register_int_gauge_vec_with_registry, HistogramVec,
-    Registry,
+use prometheus::{exponential_buckets, histogram_opts, Registry};
+use risingwave_common::metrics::{
+    LabelGuardedHistogramVec, LabelGuardedIntCounterVec, LabelGuardedIntGaugeVec,
 };
 use risingwave_common::monitor::GLOBAL_METRICS_REGISTRY;
+use risingwave_common::{
+    register_guarded_histogram_vec_with_registry, register_guarded_int_counter_vec_with_registry,
+    register_guarded_int_gauge_vec_with_registry,
+};
 
 use crate::source::kafka::stats::RdKafkaStats;
 
 #[derive(Debug, Clone)]
 pub struct EnumeratorMetrics {
-    pub high_watermark: GenericGaugeVec<AtomicI64>,
+    pub high_watermark: LabelGuardedIntGaugeVec<2>,
 }
 
 pub static GLOBAL_ENUMERATOR_METRICS: LazyLock<EnumeratorMetrics> =
@@ -34,7 +36,7 @@ pub static GLOBAL_ENUMERATOR_METRICS: LazyLock<EnumeratorMetrics> =
 
 impl EnumeratorMetrics {
     fn new(registry: &Registry) -> Self {
-        let high_watermark = register_int_gauge_vec_with_registry!(
+        let high_watermark = register_guarded_int_gauge_vec_with_registry!(
             "source_kafka_high_watermark",
             "High watermark for a exec per partition",
             &["source_id", "partition"],
@@ -57,18 +59,18 @@ impl Default for EnumeratorMetrics {
 
 #[derive(Debug, Clone)]
 pub struct SourceMetrics {
-    pub partition_input_count: GenericCounterVec<AtomicU64>,
+    pub partition_input_count: LabelGuardedIntCounterVec<5>,
 
     // **Note**: for normal messages, the metric is the message's payload size.
     // For messages from load generator, the metric is the size of stream chunk.
-    pub partition_input_bytes: GenericCounterVec<AtomicU64>,
+    pub partition_input_bytes: LabelGuardedIntCounterVec<5>,
     /// Report latest message id
-    pub latest_message_id: GenericGaugeVec<AtomicI64>,
+    pub latest_message_id: LabelGuardedIntGaugeVec<3>,
     pub rdkafka_native_metric: Arc<RdKafkaStats>,
 
-    pub connector_source_rows_received: GenericCounterVec<AtomicU64>,
+    pub connector_source_rows_received: LabelGuardedIntCounterVec<2>,
 
-    pub direct_cdc_event_lag_latency: HistogramVec,
+    pub direct_cdc_event_lag_latency: LabelGuardedHistogramVec<1>,
 }
 
 pub static GLOBAL_SOURCE_METRICS: LazyLock<SourceMetrics> =
@@ -76,7 +78,7 @@ pub static GLOBAL_SOURCE_METRICS: LazyLock<SourceMetrics> =
 
 impl SourceMetrics {
     fn new(registry: &Registry) -> Self {
-        let partition_input_count = register_int_counter_vec_with_registry!(
+        let partition_input_count = register_guarded_int_counter_vec_with_registry!(
             "source_partition_input_count",
             "Total number of rows that have been input from specific partition",
             &[
@@ -89,7 +91,7 @@ impl SourceMetrics {
             registry
         )
         .unwrap();
-        let partition_input_bytes = register_int_counter_vec_with_registry!(
+        let partition_input_bytes = register_guarded_int_counter_vec_with_registry!(
             "source_partition_input_bytes",
             "Total bytes that have been input from specific partition",
             &[
@@ -102,7 +104,7 @@ impl SourceMetrics {
             registry
         )
         .unwrap();
-        let latest_message_id = register_int_gauge_vec_with_registry!(
+        let latest_message_id = register_guarded_int_gauge_vec_with_registry!(
             "source_latest_message_id",
             "Latest message id for a exec per partition",
             &["source_id", "actor_id", "partition"],
@@ -110,7 +112,7 @@ impl SourceMetrics {
         )
         .unwrap();
 
-        let connector_source_rows_received = register_int_counter_vec_with_registry!(
+        let connector_source_rows_received = register_guarded_int_counter_vec_with_registry!(
             "source_rows_received",
             "Number of rows received by source",
             &["source_type", "source_id"],
@@ -124,7 +126,7 @@ impl SourceMetrics {
             exponential_buckets(1.0, 2.0, 21).unwrap(), // max 1048s
         );
         let direct_cdc_event_lag_latency =
-            register_histogram_vec_with_registry!(opts, &["table_name"], registry).unwrap();
+            register_guarded_histogram_vec_with_registry!(opts, &["table_name"], registry).unwrap();
 
         let rdkafka_native_metric = Arc::new(RdKafkaStats::new(registry.clone()));
         SourceMetrics {
diff --git a/src/connector/src/source/nexmark/source/reader.rs b/src/connector/src/source/nexmark/source/reader.rs
index aee7c178d116a..ebcbc0b0aaf32 100644
--- a/src/connector/src/source/nexmark/source/reader.rs
+++ b/src/connector/src/source/nexmark/source/reader.rs
@@ -122,7 +122,7 @@ impl SplitReader for NexmarkSplitReader {
                 .inspect_ok(move |chunk: &StreamChunk| {
                     metrics
                         .partition_input_count
-                        .with_label_values(&[
+                        .with_guarded_label_values(&[
                             &actor_id,
                             &source_id,
                             &split_id,
@@ -132,7 +132,7 @@ impl SplitReader for NexmarkSplitReader {
                         .inc_by(chunk.cardinality() as u64);
                     metrics
                         .partition_input_bytes
-                        .with_label_values(&[
+                        .with_guarded_label_values(&[
                             &actor_id,
                             &source_id,
                             &split_id,
diff --git a/src/ctl/src/lib.rs b/src/ctl/src/lib.rs
index 7242ba1d3c74a..bbd25a8612a23 100644
--- a/src/ctl/src/lib.rs
+++ b/src/ctl/src/lib.rs
@@ -363,81 +363,6 @@ enum TableCommands {
     List,
 }
 
-#[derive(clap::Args, Debug, Clone)]
-pub struct ScaleHorizonCommands {
-    /// The worker that needs to be excluded during scheduling, `worker_id` and `worker_host:worker_port` are both
-    /// supported
-    #[clap(
-        long,
-        value_delimiter = ',',
-        value_name = "worker_id or worker_host:worker_port, ..."
-    )]
-    exclude_workers: Option<Vec<String>>,
-
-    /// The worker that needs to be included during scheduling, `worker_id` and `worker_host:worker_port` are both
-    /// supported
-    #[clap(
-        long,
-        value_delimiter = ',',
-        value_name = "all or worker_id or worker_host:worker_port, ..."
-    )]
-    include_workers: Option<Vec<String>>,
-
-    /// The target parallelism, currently, it is used to limit the target parallelism and only
-    /// takes effect when the actual parallelism exceeds this value. Can be used in conjunction
-    /// with `exclude/include_workers`.
-    #[clap(long)]
-    target_parallelism: Option<u32>,
-
-    #[command(flatten)]
-    common: ScaleCommon,
-}
-
-#[derive(clap::Args, Debug, Clone)]
-pub struct ScaleCommon {
-    /// Will generate a plan supported by the `reschedule` command and save it to the provided path
-    /// by the `--output`.
-    #[clap(long, default_value_t = false)]
-    generate: bool,
-
-    /// The output file to write the generated plan to, standard output by default
-    #[clap(long)]
-    output: Option<String>,
-
-    /// Automatic yes to prompts
-    #[clap(short = 'y', long, default_value_t = false)]
-    yes: bool,
-
-    /// Specify the fragment ids that need to be scheduled.
-    /// empty by default, which means all fragments will be scheduled
-    #[clap(long, value_delimiter = ',')]
-    fragments: Option<Vec<u32>>,
-}
-
-#[derive(clap::Args, Debug, Clone)]
-pub struct ScaleVerticalCommands {
-    #[command(flatten)]
-    common: ScaleCommon,
-
-    /// The worker that needs to be scheduled, `worker_id` and `worker_host:worker_port` are both
-    /// supported
-    #[clap(
-        long,
-        required = true,
-        value_delimiter = ',',
-        value_name = "all or worker_id or worker_host:worker_port, ..."
-    )]
-    workers: Option<Vec<String>>,
-
-    /// The target parallelism per worker, requires `workers` to be set.
-    #[clap(long, required = true)]
-    target_parallelism_per_worker: Option<u32>,
-
-    /// It will exclude all other workers to maintain the target parallelism only for the target workers.
-    #[clap(long, default_value_t = false)]
-    exclusive: bool,
-}
-
 #[derive(Subcommand, Debug)]
 enum ScaleCommands {
     /// Mark a compute node as unschedulable
diff --git a/src/frontend/planner_test/tests/testdata/output/subquery.yaml b/src/frontend/planner_test/tests/testdata/output/subquery.yaml
index e113a0aca4d1d..98a0fcbf8fdd3 100644
--- a/src/frontend/planner_test/tests/testdata/output/subquery.yaml
+++ b/src/frontend/planner_test/tests/testdata/output/subquery.yaml
@@ -237,7 +237,7 @@
         │       │ │ │ │ ├─LogicalUnion { all: true }
         │       │ │ │ │ │ ├─LogicalUnion { all: true }
         │       │ │ │ │ │ │ ├─LogicalProject { exprs: [rw_tables.id, rw_tables.name, 'table':Varchar, rw_tables.schema_id, rw_tables.owner, rw_tables.definition, rw_tables.acl] }
-        │       │ │ │ │ │ │ │ └─LogicalSysScan { table: rw_tables, columns: [rw_tables.id, rw_tables.name, rw_tables.schema_id, rw_tables.owner, rw_tables.definition, rw_tables.acl, rw_tables.initialized_at, rw_tables.created_at, rw_tables.initialized_at_cluster_version, rw_tables.created_at_cluster_version] }
+        │       │ │ │ │ │ │ │ └─LogicalSysScan { table: rw_tables, columns: [rw_tables.id, rw_tables.name, rw_tables.schema_id, rw_tables.owner, rw_tables.definition, rw_tables.append_only, rw_tables.acl, rw_tables.initialized_at, rw_tables.created_at, rw_tables.initialized_at_cluster_version, rw_tables.created_at_cluster_version] }
         │       │ │ │ │ │ │ └─LogicalProject { exprs: [rw_system_tables.id, rw_system_tables.name, 'system table':Varchar, rw_system_tables.schema_id, rw_system_tables.owner, rw_system_tables.definition, rw_system_tables.acl] }
         │       │ │ │ │ │ │   └─LogicalSysScan { table: rw_system_tables, columns: [rw_system_tables.id, rw_system_tables.name, rw_system_tables.schema_id, rw_system_tables.owner, rw_system_tables.definition, rw_system_tables.acl] }
         │       │ │ │ │ │ └─LogicalProject { exprs: [rw_sources.id, rw_sources.name, 'source':Varchar, rw_sources.schema_id, rw_sources.owner, rw_sources.definition, rw_sources.acl] }
@@ -249,7 +249,7 @@
         │       │ │ └─LogicalProject { exprs: [rw_subscriptions.id, rw_subscriptions.name, 'subscription':Varchar, rw_subscriptions.schema_id, rw_subscriptions.owner, rw_subscriptions.definition, rw_subscriptions.acl] }
         │       │ │   └─LogicalSysScan { table: rw_subscriptions, columns: [rw_subscriptions.id, rw_subscriptions.name, rw_subscriptions.schema_id, rw_subscriptions.owner, rw_subscriptions.definition, rw_subscriptions.acl, rw_subscriptions.initialized_at, rw_subscriptions.created_at, rw_subscriptions.initialized_at_cluster_version, rw_subscriptions.created_at_cluster_version] }
         │       │ └─LogicalProject { exprs: [rw_materialized_views.id, rw_materialized_views.name, 'materialized view':Varchar, rw_materialized_views.schema_id, rw_materialized_views.owner, rw_materialized_views.definition, rw_materialized_views.acl] }
-        │       │   └─LogicalSysScan { table: rw_materialized_views, columns: [rw_materialized_views.id, rw_materialized_views.name, rw_materialized_views.schema_id, rw_materialized_views.owner, rw_materialized_views.definition, rw_materialized_views.acl, rw_materialized_views.initialized_at, rw_materialized_views.created_at, rw_materialized_views.initialized_at_cluster_version, rw_materialized_views.created_at_cluster_version] }
+        │       │   └─LogicalSysScan { table: rw_materialized_views, columns: [rw_materialized_views.id, rw_materialized_views.name, rw_materialized_views.schema_id, rw_materialized_views.owner, rw_materialized_views.definition, rw_materialized_views.append_only, rw_materialized_views.acl, rw_materialized_views.initialized_at, rw_materialized_views.created_at, rw_materialized_views.initialized_at_cluster_version, rw_materialized_views.created_at_cluster_version] }
         │       └─LogicalProject { exprs: [rw_views.id, rw_views.name, 'view':Varchar, rw_views.schema_id, rw_views.owner, rw_views.definition, rw_views.acl] }
         │         └─LogicalSysScan { table: rw_views, columns: [rw_views.id, rw_views.name, rw_views.schema_id, rw_views.owner, rw_views.definition, rw_views.acl] }
         └─LogicalShare { id: 20 }
diff --git a/src/frontend/src/catalog/system_catalog/rw_catalog/rw_materialized_views.rs b/src/frontend/src/catalog/system_catalog/rw_catalog/rw_materialized_views.rs
index 95b469debc2a0..c593b35b18f87 100644
--- a/src/frontend/src/catalog/system_catalog/rw_catalog/rw_materialized_views.rs
+++ b/src/frontend/src/catalog/system_catalog/rw_catalog/rw_materialized_views.rs
@@ -27,6 +27,7 @@ struct RwMaterializedView {
     schema_id: i32,
     owner: i32,
     definition: String,
+    append_only: bool,
     acl: String,
     initialized_at: Option<Timestamptz>,
     created_at: Option<Timestamptz>,
@@ -50,6 +51,7 @@ fn read_rw_materialized_views(reader: &SysCatalogReaderImpl) -> Result<Vec<RwMat
                 schema_id: schema.id() as i32,
                 owner: table.owner as i32,
                 definition: table.create_sql(),
+                append_only: table.append_only,
                 acl: get_acl_items(
                     &Object::TableId(table.id.table_id),
                     true,
diff --git a/src/frontend/src/catalog/system_catalog/rw_catalog/rw_tables.rs b/src/frontend/src/catalog/system_catalog/rw_catalog/rw_tables.rs
index d86690eddfe16..78416c97b71af 100644
--- a/src/frontend/src/catalog/system_catalog/rw_catalog/rw_tables.rs
+++ b/src/frontend/src/catalog/system_catalog/rw_catalog/rw_tables.rs
@@ -27,6 +27,7 @@ struct RwTable {
     schema_id: i32,
     owner: i32,
     definition: String,
+    append_only: bool,
     acl: String,
     initialized_at: Option<Timestamptz>,
     created_at: Option<Timestamptz>,
@@ -50,6 +51,7 @@ fn read_rw_table_info(reader: &SysCatalogReaderImpl) -> Result<Vec<RwTable>> {
                 schema_id: schema.id() as i32,
                 owner: table.owner as i32,
                 definition: table.create_sql(),
+                append_only: table.append_only,
                 acl: get_acl_items(
                     &Object::TableId(table.id.table_id),
                     false,
diff --git a/src/meta/service/src/notification_service.rs b/src/meta/service/src/notification_service.rs
index e4a8d298e0788..5d68211a71d57 100644
--- a/src/meta/service/src/notification_service.rs
+++ b/src/meta/service/src/notification_service.rs
@@ -148,19 +148,19 @@ impl NotificationServiceImpl {
         match &self.metadata_manager {
             MetadataManager::V1(mgr) => {
                 let fragment_guard = mgr.fragment_manager.get_fragment_read_guard().await;
-                let parallel_unit_mappings =
+                let worker_slot_mappings =
                     fragment_guard.all_running_fragment_mappings().collect_vec();
                 let notification_version = self.env.notification_manager().current_version().await;
-                Ok((parallel_unit_mappings, notification_version))
+                Ok((worker_slot_mappings, notification_version))
             }
             MetadataManager::V2(mgr) => {
                 let fragment_guard = mgr.catalog_controller.get_inner_read_guard().await;
-                let parallel_unit_mappings = fragment_guard
+                let worker_slot_mappings = fragment_guard
                     .all_running_fragment_mappings()
                     .await?
                     .collect_vec();
                 let notification_version = self.env.notification_manager().current_version().await;
-                Ok((parallel_unit_mappings, notification_version))
+                Ok((worker_slot_mappings, notification_version))
             }
         }
     }
diff --git a/src/meta/src/controller/catalog.rs b/src/meta/src/controller/catalog.rs
index a49fc7a8a0690..cbdcd89350e8b 100644
--- a/src/meta/src/controller/catalog.rs
+++ b/src/meta/src/controller/catalog.rs
@@ -45,9 +45,7 @@ use risingwave_pb::meta::relation::PbRelationInfo;
 use risingwave_pb::meta::subscribe_response::{
     Info as NotificationInfo, Info, Operation as NotificationOperation, Operation,
 };
-use risingwave_pb::meta::{
-    FragmentParallelUnitMapping, PbFragmentWorkerSlotMapping, PbRelation, PbRelationGroup,
-};
+use risingwave_pb::meta::{PbFragmentWorkerSlotMapping, PbRelation, PbRelationGroup};
 use risingwave_pb::stream_plan::stream_node::NodeBody;
 use risingwave_pb::stream_plan::FragmentTypeFlag;
 use risingwave_pb::user::PbUserInfo;
@@ -60,15 +58,14 @@ use sea_orm::{
 };
 use tokio::sync::{RwLock, RwLockReadGuard};
 
-use super::utils::check_subscription_name_duplicate;
+use super::utils::{check_subscription_name_duplicate, get_fragment_ids_by_jobs};
 use crate::controller::rename::{alter_relation_rename, alter_relation_rename_refs};
 use crate::controller::utils::{
     check_connection_name_duplicate, check_database_name_duplicate,
     check_function_signature_duplicate, check_relation_name_duplicate, check_schema_name_duplicate,
     check_secret_name_duplicate, ensure_object_id, ensure_object_not_refer, ensure_schema_empty,
-    ensure_user_id, get_fragment_mappings_by_jobs, get_referring_objects,
-    get_referring_objects_cascade, get_user_privilege, list_user_info_by_ids,
-    resolve_source_register_info_for_jobs, PartialObject,
+    ensure_user_id, get_referring_objects, get_referring_objects_cascade, get_user_privilege,
+    list_user_info_by_ids, resolve_source_register_info_for_jobs, PartialObject,
 };
 use crate::controller::ObjectModel;
 use crate::manager::{Catalog, MetaSrvEnv, NotificationVersion, IGNORED_NOTIFICATION_VERSION};
@@ -280,15 +277,13 @@ impl CatalogController {
             .all(&txn)
             .await?;
 
-        let fragment_mappings = get_fragment_mappings_by_jobs(&txn, streaming_jobs.clone())
+        let fragment_mappings = get_fragment_ids_by_jobs(&txn, streaming_jobs.clone())
             .await?
             .into_iter()
-            .map(
-                |FragmentParallelUnitMapping { fragment_id, .. }| PbFragmentWorkerSlotMapping {
-                    fragment_id,
-                    mapping: None,
-                },
-            )
+            .map(|fragment_id| PbFragmentWorkerSlotMapping {
+                fragment_id: fragment_id as _,
+                mapping: None,
+            })
             .collect();
 
         // The schema and objects in the database will be delete cascade.
@@ -2073,8 +2068,7 @@ impl CatalogController {
         let (source_fragments, removed_actors, removed_fragments) =
             resolve_source_register_info_for_jobs(&txn, to_drop_streaming_jobs.clone()).await?;
 
-        let fragment_mappings =
-            get_fragment_mappings_by_jobs(&txn, to_drop_streaming_jobs.clone()).await?;
+        let fragment_ids = get_fragment_ids_by_jobs(&txn, to_drop_streaming_jobs.clone()).await?;
 
         // Find affect users with privileges on all this objects.
         let to_update_user_ids: Vec<UserId> = UserPrivilege::find()
@@ -2174,14 +2168,12 @@ impl CatalogController {
             )
             .await;
 
-        let fragment_mappings = fragment_mappings
+        let fragment_mappings = fragment_ids
             .into_iter()
-            .map(
-                |FragmentParallelUnitMapping { fragment_id, .. }| PbFragmentWorkerSlotMapping {
-                    fragment_id,
-                    mapping: None,
-                },
-            )
+            .map(|fragment_id| PbFragmentWorkerSlotMapping {
+                fragment_id: fragment_id as _,
+                mapping: None,
+            })
             .collect();
 
         self.notify_fragment_mapping(NotificationOperation::Delete, fragment_mappings)
diff --git a/src/meta/src/controller/utils.rs b/src/meta/src/controller/utils.rs
index 8a8f1b2d71cda..8358057663312 100644
--- a/src/meta/src/controller/utils.rs
+++ b/src/meta/src/controller/utils.rs
@@ -884,6 +884,24 @@ where
         .collect())
 }
 
+pub async fn get_fragment_ids_by_jobs<C>(
+    db: &C,
+    job_ids: Vec<ObjectId>,
+) -> MetaResult<Vec<FragmentId>>
+where
+    C: ConnectionTrait,
+{
+    let fragment_ids: Vec<FragmentId> = Fragment::find()
+        .select_only()
+        .column(fragment::Column::FragmentId)
+        .filter(fragment::Column::JobId.is_in(job_ids))
+        .into_tuple()
+        .all(db)
+        .await?;
+
+    Ok(fragment_ids)
+}
+
 /// `get_fragment_actor_ids` returns the fragment actor ids of the given fragments.
 pub async fn get_fragment_actor_ids<C>(
     db: &C,
diff --git a/src/object_store/Cargo.toml b/src/object_store/Cargo.toml
index 38bef42305792..ec03b6fe74614 100644
--- a/src/object_store/Cargo.toml
+++ b/src/object_store/Cargo.toml
@@ -42,7 +42,6 @@ opendal = { version = "0.47", features = [
     "services-s3",
     "services-webhdfs",
     "services-azfile",
-    # "service-hdfs",
 ] }
 prometheus = { version = "0.13", features = ["process"] }
 reqwest = "0.12.2" # required by opendal
diff --git a/src/object_store/src/object/opendal_engine/hdfs.rs b/src/object_store/src/object/opendal_engine/hdfs.rs
index 093a9f2d6c658..b7b28ef08a054 100644
--- a/src/object_store/src/object/opendal_engine/hdfs.rs
+++ b/src/object_store/src/object/opendal_engine/hdfs.rs
@@ -20,7 +20,7 @@ use opendal::Operator;
 use risingwave_common::config::ObjectStoreConfig;
 
 use super::{EngineType, OpendalObjectStore};
-use crate::object::opendal_engine::ATOMIC_WRITE_DIR;
+// use crate::object::opendal_engine::ATOMIC_WRITE_DIR;
 use crate::object::ObjectResult;
 
 impl OpendalObjectStore {
@@ -43,10 +43,11 @@ impl OpendalObjectStore {
         // Set the name node for hdfs.
         builder.name_node(&namenode);
         builder.root(&root);
-        if config.set_atomic_write_dir {
-            let atomic_write_dir = format!("{}/{}", root, ATOMIC_WRITE_DIR);
-            builder.atomic_write_dir(&atomic_write_dir);
-        }
+        // todo: reopen the following lines after https://github.com/apache/opendal/issues/4867 is resolved.
+        // if config.set_atomic_write_dir {
+        //     let atomic_write_dir = format!("{}/{}", root, ATOMIC_WRITE_DIR);
+        //     builder.atomic_write_dir(&atomic_write_dir);
+        // }
         let op: Operator = Operator::new(builder)?
             .layer(LoggingLayer::default())
             .finish();
diff --git a/src/risedevtool/src/task/meta_node_service.rs b/src/risedevtool/src/task/meta_node_service.rs
index 8dfebbdf4fa3c..b3f55aa371b87 100644
--- a/src/risedevtool/src/task/meta_node_service.rs
+++ b/src/risedevtool/src/task/meta_node_service.rs
@@ -82,7 +82,10 @@ impl MetaNodeService {
 
         match &config.meta_backend {
             MetaBackend::Memory => {
-                cmd.arg("--backend").arg("mem");
+                cmd.arg("--backend")
+                    .arg("sql")
+                    .arg("--sql-endpoint")
+                    .arg("sqlite::memory:");
             }
             MetaBackend::Etcd => {
                 let etcd_config = config.provide_etcd_backend.as_ref().unwrap();
diff --git a/src/storage/src/hummock/store/local_hummock_storage.rs b/src/storage/src/hummock/store/local_hummock_storage.rs
index 6d24838cd935f..0a96f45de80a5 100644
--- a/src/storage/src/hummock/store/local_hummock_storage.rs
+++ b/src/storage/src/hummock/store/local_hummock_storage.rs
@@ -240,27 +240,6 @@ impl LocalHummockStorage {
             )
             .await
     }
-
-    pub async fn may_exist_inner(
-        &self,
-        key_range: TableKeyRange,
-        read_options: ReadOptions,
-    ) -> StorageResult<bool> {
-        if self.mem_table.iter(key_range.clone()).next().is_some() {
-            return Ok(true);
-        }
-
-        let (key_range, read_snapshot) = read_filter_for_version(
-            HummockEpoch::MAX, // Use MAX epoch to make sure we read from latest
-            read_options.table_id,
-            key_range,
-            &self.read_version,
-        )?;
-
-        self.hummock_version_reader
-            .may_exist(key_range, read_options, read_snapshot)
-            .await
-    }
 }
 
 impl StateStoreRead for LocalHummockStorage {
@@ -319,14 +298,6 @@ impl LocalStateStore for LocalHummockStorage {
     type Iter<'a> = LocalHummockStorageIterator<'a>;
     type RevIter<'a> = LocalHummockStorageRevIterator<'a>;
 
-    fn may_exist(
-        &self,
-        key_range: TableKeyRange,
-        read_options: ReadOptions,
-    ) -> impl Future<Output = StorageResult<bool>> + Send + '_ {
-        self.may_exist_inner(key_range, read_options)
-    }
-
     async fn get(
         &self,
         key: TableKey<Bytes>,
diff --git a/src/storage/src/hummock/store/version.rs b/src/storage/src/hummock/store/version.rs
index 33e5101847b14..7db6e1edf5e99 100644
--- a/src/storage/src/hummock/store/version.rs
+++ b/src/storage/src/hummock/store/version.rs
@@ -28,7 +28,7 @@ use risingwave_common::catalog::TableId;
 use risingwave_common::hash::VirtualNode;
 use risingwave_common::util::epoch::MAX_SPILL_TIMES;
 use risingwave_hummock_sdk::key::{
-    bound_table_key_range, is_empty_key_range, FullKey, TableKey, TableKeyRange, UserKey,
+    bound_table_key_range, FullKey, TableKey, TableKeyRange, UserKey,
 };
 use risingwave_hummock_sdk::key_range::KeyRangeCommon;
 use risingwave_hummock_sdk::table_watermark::{
@@ -61,9 +61,7 @@ use crate::hummock::{
 use crate::mem_table::{
     ImmId, ImmutableMemtable, MemTableHummockIterator, MemTableHummockRevIterator,
 };
-use crate::monitor::{
-    GetLocalMetricsGuard, HummockStateStoreMetrics, MayExistLocalMetricsGuard, StoreLocalStatistic,
-};
+use crate::monitor::{GetLocalMetricsGuard, HummockStateStoreMetrics, StoreLocalStatistic};
 use crate::store::{gen_min_epoch, ReadLogOptions, ReadOptions};
 
 pub type CommittedVersion = PinnedVersion;
@@ -913,135 +911,6 @@ impl HummockVersionReader {
         Ok(())
     }
 
-    // Note: this method will not check the kv tomestones and delete range tomestones
-    pub async fn may_exist(
-        &self,
-        table_key_range: TableKeyRange,
-        read_options: ReadOptions,
-        read_version_tuple: ReadVersionTuple,
-    ) -> StorageResult<bool> {
-        if is_empty_key_range(&table_key_range) {
-            return Ok(false);
-        }
-
-        let table_id = read_options.table_id;
-        let (imms, uncommitted_ssts, committed_version) = read_version_tuple;
-        let mut stats_guard =
-            MayExistLocalMetricsGuard::new(self.state_store_metrics.clone(), table_id);
-
-        // 1. check staging data
-        for imm in &imms {
-            if imm.range_exists(&table_key_range) {
-                return Ok(true);
-            }
-        }
-
-        let user_key_range = bound_table_key_range(read_options.table_id, &table_key_range);
-        let user_key_range_ref = (
-            user_key_range.0.as_ref().map(UserKey::as_ref),
-            user_key_range.1.as_ref().map(UserKey::as_ref),
-        );
-        let bloom_filter_prefix_hash = if let Some(prefix_hint) = read_options.prefix_hint {
-            Sstable::hash_for_bloom_filter(&prefix_hint, table_id.table_id)
-        } else {
-            // only use `table_key_range` to see whether all SSTs are filtered out
-            // without looking at bloom filter because prefix_hint is not provided
-            if !uncommitted_ssts.is_empty() {
-                // uncommitted_ssts is already pruned by `table_key_range` so no extra check is
-                // needed.
-                return Ok(true);
-            }
-            for level in committed_version.levels(table_id) {
-                match level.level_type() {
-                    LevelType::Overlapping | LevelType::Unspecified => {
-                        if prune_overlapping_ssts(&level.table_infos, table_id, &table_key_range)
-                            .next()
-                            .is_some()
-                        {
-                            return Ok(true);
-                        }
-                    }
-                    LevelType::Nonoverlapping => {
-                        if prune_nonoverlapping_ssts(&level.table_infos, user_key_range_ref)
-                            .next()
-                            .is_some()
-                        {
-                            return Ok(true);
-                        }
-                    }
-                }
-            }
-            return Ok(false);
-        };
-
-        // 2. order guarantee: imm -> sst
-        for local_sst in &uncommitted_ssts {
-            stats_guard.local_stats.may_exist_check_sstable_count += 1;
-            if hit_sstable_bloom_filter(
-                self.sstable_store
-                    .sstable(local_sst, &mut stats_guard.local_stats)
-                    .await?
-                    .as_ref(),
-                &user_key_range_ref,
-                bloom_filter_prefix_hash,
-                &mut stats_guard.local_stats,
-            ) {
-                return Ok(true);
-            }
-        }
-
-        // 3. read from committed_version sst file
-        // Because SST meta records encoded key range,
-        // the filter key needs to be encoded as well.
-        assert!(committed_version.is_valid());
-        for level in committed_version.levels(table_id) {
-            if level.table_infos.is_empty() {
-                continue;
-            }
-            match level.level_type() {
-                LevelType::Overlapping | LevelType::Unspecified => {
-                    let sstable_infos =
-                        prune_overlapping_ssts(&level.table_infos, table_id, &table_key_range);
-                    for sstable_info in sstable_infos {
-                        stats_guard.local_stats.may_exist_check_sstable_count += 1;
-                        if hit_sstable_bloom_filter(
-                            self.sstable_store
-                                .sstable(sstable_info, &mut stats_guard.local_stats)
-                                .await?
-                                .as_ref(),
-                            &user_key_range_ref,
-                            bloom_filter_prefix_hash,
-                            &mut stats_guard.local_stats,
-                        ) {
-                            return Ok(true);
-                        }
-                    }
-                }
-                LevelType::Nonoverlapping => {
-                    let table_infos =
-                        prune_nonoverlapping_ssts(&level.table_infos, user_key_range_ref);
-
-                    for table_info in table_infos {
-                        stats_guard.local_stats.may_exist_check_sstable_count += 1;
-                        if hit_sstable_bloom_filter(
-                            self.sstable_store
-                                .sstable(table_info, &mut stats_guard.local_stats)
-                                .await?
-                                .as_ref(),
-                            &user_key_range_ref,
-                            bloom_filter_prefix_hash,
-                            &mut stats_guard.local_stats,
-                        ) {
-                            return Ok(true);
-                        }
-                    }
-                }
-            }
-        }
-
-        Ok(false)
-    }
-
     pub async fn iter_log(
         &self,
         version: PinnedVersion,
diff --git a/src/storage/src/mem_table.rs b/src/storage/src/mem_table.rs
index 0334d2c4e35e0..bd4f13b8291d2 100644
--- a/src/storage/src/mem_table.rs
+++ b/src/storage/src/mem_table.rs
@@ -546,15 +546,6 @@ impl<S: StateStoreWrite + StateStoreRead> LocalStateStore for MemtableLocalState
     type Iter<'a> = impl StateStoreIter + 'a;
     type RevIter<'a> = impl StateStoreIter + 'a;
 
-    #[allow(clippy::unused_async)]
-    async fn may_exist(
-        &self,
-        _key_range: TableKeyRange,
-        _read_options: ReadOptions,
-    ) -> StorageResult<bool> {
-        Ok(true)
-    }
-
     async fn get(
         &self,
         key: TableKey<Bytes>,
diff --git a/src/storage/src/monitor/local_metrics.rs b/src/storage/src/monitor/local_metrics.rs
index c218e484265bf..5fd7fe6c0ef56 100644
--- a/src/storage/src/monitor/local_metrics.rs
+++ b/src/storage/src/monitor/local_metrics.rs
@@ -51,7 +51,6 @@ pub struct StoreLocalStatistic {
     pub staging_sst_iter_count: u64,
     pub overlapping_iter_count: u64,
     pub non_overlapping_iter_count: u64,
-    pub may_exist_check_sstable_count: u64,
     pub sub_iter_count: u64,
     pub found_key: bool,
 
@@ -233,11 +232,9 @@ struct LocalStoreMetrics {
     staging_sst_iter_count: LocalHistogram,
     overlapping_iter_count: LocalHistogram,
     non_overlapping_iter_count: LocalHistogram,
-    may_exist_check_sstable_count: LocalHistogram,
     sub_iter_count: LocalHistogram,
     iter_filter_metrics: BloomFilterLocalMetrics,
     get_filter_metrics: BloomFilterLocalMetrics,
-    may_exist_filter_metrics: BloomFilterLocalMetrics,
     collect_count: usize,
 
     staging_imm_get_count: LocalHistogram,
@@ -324,18 +321,12 @@ impl LocalStoreMetrics {
             .iter_merge_sstable_counts
             .with_label_values(&[table_id_label, "committed-non-overlapping-iter"])
             .local();
-        let may_exist_check_sstable_count = metrics
-            .iter_merge_sstable_counts
-            .with_label_values(&[table_id_label, "may-exist-check-sstable"])
-            .local();
         let sub_iter_count = metrics
             .iter_merge_sstable_counts
             .with_label_values(&[table_id_label, "sub-iter"])
             .local();
         let get_filter_metrics = BloomFilterLocalMetrics::new(metrics, table_id_label, "get");
         let iter_filter_metrics = BloomFilterLocalMetrics::new(metrics, table_id_label, "iter");
-        let may_exist_filter_metrics =
-            BloomFilterLocalMetrics::new(metrics, table_id_label, "may_exist");
 
         let staging_imm_get_count = metrics
             .iter_merge_sstable_counts
@@ -372,10 +363,8 @@ impl LocalStoreMetrics {
             overlapping_iter_count,
             sub_iter_count,
             non_overlapping_iter_count,
-            may_exist_check_sstable_count,
             get_filter_metrics,
             iter_filter_metrics,
-            may_exist_filter_metrics,
             collect_count: 0,
             staging_imm_get_count,
             staging_sst_get_count,
@@ -425,7 +414,6 @@ add_local_metrics_histogram!(
     overlapping_iter_count,
     non_overlapping_iter_count,
     sub_iter_count,
-    may_exist_check_sstable_count,
     staging_imm_get_count,
     staging_sst_get_count,
     overlapping_get_count,
@@ -574,37 +562,3 @@ impl Drop for IterLocalMetricsGuard {
         });
     }
 }
-
-pub struct MayExistLocalMetricsGuard {
-    metrics: Arc<HummockStateStoreMetrics>,
-    table_id: TableId,
-    pub local_stats: StoreLocalStatistic,
-}
-
-impl MayExistLocalMetricsGuard {
-    pub fn new(metrics: Arc<HummockStateStoreMetrics>, table_id: TableId) -> Self {
-        Self {
-            metrics,
-            table_id,
-            local_stats: StoreLocalStatistic::default(),
-        }
-    }
-}
-
-impl Drop for MayExistLocalMetricsGuard {
-    fn drop(&mut self) {
-        LOCAL_METRICS.with_borrow_mut(|local_metrics| {
-            let table_metrics = local_metrics
-                .entry(self.table_id.table_id)
-                .or_insert_with(|| {
-                    LocalStoreMetrics::new(
-                        self.metrics.as_ref(),
-                        self.table_id.to_string().as_str(),
-                    )
-                });
-            self.local_stats.report(table_metrics);
-            self.local_stats
-                .report_bloom_filter_metrics(&table_metrics.may_exist_filter_metrics);
-        });
-    }
-}
diff --git a/src/storage/src/monitor/monitored_storage_metrics.rs b/src/storage/src/monitor/monitored_storage_metrics.rs
index bbf904d38381a..01419586f2eea 100644
--- a/src/storage/src/monitor/monitored_storage_metrics.rs
+++ b/src/storage/src/monitor/monitored_storage_metrics.rs
@@ -18,14 +18,14 @@ use std::sync::{Arc, OnceLock};
 use std::time::{Duration, Instant};
 
 use prometheus::{
-    exponential_buckets, histogram_opts, linear_buckets, register_histogram_vec_with_registry,
-    register_histogram_with_registry, Histogram, Registry,
+    exponential_buckets, histogram_opts, linear_buckets, register_histogram_with_registry,
+    Histogram, Registry,
 };
 use risingwave_common::config::MetricLevel;
 use risingwave_common::metrics::{
     LabelGuardedIntCounterVec, LabelGuardedIntGauge, LabelGuardedLocalHistogram,
     LabelGuardedLocalIntCounter, RelabeledGuardedHistogramVec, RelabeledGuardedIntCounterVec,
-    RelabeledGuardedIntGaugeVec, RelabeledHistogramVec,
+    RelabeledGuardedIntGaugeVec,
 };
 use risingwave_common::monitor::GLOBAL_METRICS_REGISTRY;
 use risingwave_common::{
@@ -55,7 +55,6 @@ pub struct MonitoredStorageMetrics {
 
     // [table_id, op_type]
     pub iter_log_op_type_counts: LabelGuardedIntCounterVec<2>,
-    pub may_exist_duration: RelabeledHistogramVec,
 
     pub sync_duration: Histogram,
     pub sync_size: Histogram,
@@ -239,19 +238,6 @@ impl MonitoredStorageMetrics {
         )
         .unwrap();
 
-        let opts = histogram_opts!(
-            "state_store_may_exist_duration",
-            "Histogram of may exist time that have been issued to state store",
-            buckets,
-        );
-        let may_exist_duration =
-            register_histogram_vec_with_registry!(opts, &["table_id"], registry).unwrap();
-        let may_exist_duration = RelabeledHistogramVec::with_metric_level(
-            MetricLevel::Debug,
-            may_exist_duration,
-            metric_level,
-        );
-
         let opts = histogram_opts!(
             "state_store_sync_duration",
             "Histogram of time spent on compacting shared buffer to remote storage",
@@ -277,7 +263,6 @@ impl MonitoredStorageMetrics {
             iter_counts,
             iter_in_progress_counts,
             iter_log_op_type_counts,
-            may_exist_duration,
             sync_duration,
             sync_size,
         }
diff --git a/src/storage/src/monitor/monitored_store.rs b/src/storage/src/monitor/monitored_store.rs
index 40b5a10cca3df..2dcb2fb30e7b4 100644
--- a/src/storage/src/monitor/monitored_store.rs
+++ b/src/storage/src/monitor/monitored_store.rs
@@ -205,26 +205,6 @@ impl<S: LocalStateStore> LocalStateStore for MonitoredStateStore<S> {
     type Iter<'a> = impl StateStoreIter + 'a;
     type RevIter<'a> = impl StateStoreIter + 'a;
 
-    async fn may_exist(
-        &self,
-        key_range: TableKeyRange,
-        read_options: ReadOptions,
-    ) -> StorageResult<bool> {
-        let table_id_label = read_options.table_id.to_string();
-        let timer = self
-            .storage_metrics
-            .may_exist_duration
-            .with_label_values(&[table_id_label.as_str()])
-            .start_timer();
-        let res = self
-            .inner
-            .may_exist(key_range, read_options)
-            .verbose_instrument_await("store_may_exist")
-            .await;
-        timer.observe_duration();
-        res
-    }
-
     fn get(
         &self,
         key: TableKey<Bytes>,
diff --git a/src/storage/src/monitor/traced_store.rs b/src/storage/src/monitor/traced_store.rs
index 35a0e497f7cfb..bdd9ce90406fe 100644
--- a/src/storage/src/monitor/traced_store.rs
+++ b/src/storage/src/monitor/traced_store.rs
@@ -110,14 +110,6 @@ impl<S: LocalStateStore> LocalStateStore for TracedStateStore<S> {
     type Iter<'a> = impl StateStoreIter + 'a;
     type RevIter<'a> = impl StateStoreIter + 'a;
 
-    fn may_exist(
-        &self,
-        key_range: TableKeyRange,
-        read_options: ReadOptions,
-    ) -> impl Future<Output = StorageResult<bool>> + Send + '_ {
-        self.inner.may_exist(key_range, read_options)
-    }
-
     fn get(
         &self,
         key: TableKey<Bytes>,
diff --git a/src/storage/src/opts.rs b/src/storage/src/opts.rs
index 143b6bba37981..4c8d8ae8e2bb9 100644
--- a/src/storage/src/opts.rs
+++ b/src/storage/src/opts.rs
@@ -90,6 +90,7 @@ pub struct StorageOpts {
     pub data_file_cache_insert_rate_limit_mb: usize,
     pub data_file_cache_indexer_shards: usize,
     pub data_file_cache_compression: String,
+    pub data_file_cache_flush_buffer_threshold_mb: usize,
 
     pub cache_refill_data_refill_levels: Vec<u32>,
     pub cache_refill_timeout_ms: u64,
@@ -108,6 +109,7 @@ pub struct StorageOpts {
     pub meta_file_cache_insert_rate_limit_mb: usize,
     pub meta_file_cache_indexer_shards: usize,
     pub meta_file_cache_compression: String,
+    pub meta_file_cache_flush_buffer_threshold_mb: usize,
 
     /// The storage url for storing backups.
     pub backup_storage_url: String,
@@ -183,6 +185,7 @@ impl From<(&RwConfig, &SystemParamsReader, &StorageMemoryConfig)> for StorageOpt
             data_file_cache_insert_rate_limit_mb: c.storage.data_file_cache.insert_rate_limit_mb,
             data_file_cache_indexer_shards: c.storage.data_file_cache.indexer_shards,
             data_file_cache_compression: c.storage.data_file_cache.compression.clone(),
+            data_file_cache_flush_buffer_threshold_mb: s.block_file_cache_flush_buffer_threshold_mb,
             meta_file_cache_dir: c.storage.meta_file_cache.dir.clone(),
             meta_file_cache_capacity_mb: c.storage.meta_file_cache.capacity_mb,
             meta_file_cache_file_capacity_mb: c.storage.meta_file_cache.file_capacity_mb,
@@ -192,6 +195,7 @@ impl From<(&RwConfig, &SystemParamsReader, &StorageMemoryConfig)> for StorageOpt
             meta_file_cache_insert_rate_limit_mb: c.storage.meta_file_cache.insert_rate_limit_mb,
             meta_file_cache_indexer_shards: c.storage.meta_file_cache.indexer_shards,
             meta_file_cache_compression: c.storage.meta_file_cache.compression.clone(),
+            meta_file_cache_flush_buffer_threshold_mb: s.meta_file_cache_flush_buffer_threshold_mb,
             cache_refill_data_refill_levels: c.storage.cache_refill.data_refill_levels.clone(),
             cache_refill_timeout_ms: c.storage.cache_refill.timeout_ms,
             cache_refill_concurrency: c.storage.cache_refill.concurrency,
diff --git a/src/storage/src/panic_store.rs b/src/storage/src/panic_store.rs
index 2f2f4abac1b95..7ec0249a3427f 100644
--- a/src/storage/src/panic_store.rs
+++ b/src/storage/src/panic_store.rs
@@ -92,15 +92,6 @@ impl LocalStateStore for PanicStateStore {
     type Iter<'a> = PanicStateStoreIter<StateStoreIterItem>;
     type RevIter<'a> = PanicStateStoreIter<StateStoreIterItem>;
 
-    #[allow(clippy::unused_async)]
-    async fn may_exist(
-        &self,
-        _key_range: TableKeyRange,
-        _read_options: ReadOptions,
-    ) -> StorageResult<bool> {
-        panic!("should not call may_exist from the state store!");
-    }
-
     #[allow(clippy::unused_async)]
     async fn get(
         &self,
diff --git a/src/storage/src/store.rs b/src/storage/src/store.rs
index 806deae3bfe61..56395d48b624f 100644
--- a/src/storage/src/store.rs
+++ b/src/storage/src/store.rs
@@ -415,21 +415,6 @@ pub trait LocalStateStore: StaticSendSync {
     /// the previous write epoch is sealed.
     fn seal_current_epoch(&mut self, next_epoch: u64, opts: SealCurrentEpochOptions);
 
-    /// Check existence of a given `key_range`.
-    /// It is better to provide `prefix_hint` in `read_options`, which will be used
-    /// for checking bloom filter if hummock is used. If `prefix_hint` is not provided,
-    /// the false positive rate can be significantly higher because bloom filter cannot
-    /// be used.
-    ///
-    /// Returns:
-    /// - false: `key_range` is guaranteed to be absent in storage.
-    /// - true: `key_range` may or may not exist in storage.
-    fn may_exist(
-        &self,
-        key_range: TableKeyRange,
-        read_options: ReadOptions,
-    ) -> impl Future<Output = StorageResult<bool>> + Send + '_;
-
     // Updates the vnode bitmap corresponding to the local state store
     // Returns the previous vnode bitmap
     fn update_vnode_bitmap(&mut self, vnodes: Arc<Bitmap>) -> Arc<Bitmap>;
diff --git a/src/storage/src/store_impl.rs b/src/storage/src/store_impl.rs
index c45a7680c5cc4..8dd718324d9a5 100644
--- a/src/storage/src/store_impl.rs
+++ b/src/storage/src/store_impl.rs
@@ -281,7 +281,7 @@ pub mod verify {
 
         // TODO: may avoid manual async fn when the bug of rust compiler is fixed. Currently it will
         // fail to compile.
-        #[allow(clippy::manual_async_fn)]
+        #[expect(clippy::manual_async_fn)]
         fn iter(
             &self,
             key_range: TableKeyRange,
@@ -303,7 +303,7 @@ pub mod verify {
             }
         }
 
-        #[allow(clippy::manual_async_fn)]
+        #[expect(clippy::manual_async_fn)]
         fn rev_iter(
             &self,
             key_range: TableKeyRange,
@@ -408,17 +408,6 @@ pub mod verify {
         type Iter<'a> = impl StateStoreIter + 'a;
         type RevIter<'a> = impl StateStoreIter + 'a;
 
-        // We don't verify `may_exist` across different state stores because
-        // the return value of `may_exist` is implementation specific and may not
-        // be consistent across different state store backends.
-        fn may_exist(
-            &self,
-            key_range: TableKeyRange,
-            read_options: ReadOptions,
-        ) -> impl Future<Output = StorageResult<bool>> + Send + '_ {
-            self.actual.may_exist(key_range, read_options)
-        }
-
         async fn get(
             &self,
             key: TableKey<Bytes>,
@@ -432,7 +421,7 @@ pub mod verify {
             actual
         }
 
-        #[allow(clippy::manual_async_fn)]
+        #[expect(clippy::manual_async_fn)]
         fn iter(
             &self,
             key_range: TableKeyRange,
@@ -453,7 +442,7 @@ pub mod verify {
             }
         }
 
-        #[allow(clippy::manual_async_fn)]
+        #[expect(clippy::manual_async_fn)]
         fn rev_iter(
             &self,
             key_range: TableKeyRange,
@@ -655,6 +644,7 @@ impl StateStoreImpl {
                     .with_indexer_shards(opts.meta_file_cache_indexer_shards)
                     .with_flushers(opts.meta_file_cache_flushers)
                     .with_reclaimers(opts.meta_file_cache_reclaimers)
+                    .with_buffer_threshold(opts.meta_file_cache_flush_buffer_threshold_mb * MB) // 128 MiB
                     .with_clean_region_threshold(
                         opts.meta_file_cache_reclaimers + opts.meta_file_cache_reclaimers / 2,
                     )
@@ -707,6 +697,7 @@ impl StateStoreImpl {
                     .with_indexer_shards(opts.data_file_cache_indexer_shards)
                     .with_flushers(opts.data_file_cache_flushers)
                     .with_reclaimers(opts.data_file_cache_reclaimers)
+                    .with_buffer_threshold(opts.data_file_cache_flush_buffer_threshold_mb * MB) // 128 MiB
                     .with_clean_region_threshold(
                         opts.data_file_cache_reclaimers + opts.data_file_cache_reclaimers / 2,
                     )
@@ -948,12 +939,6 @@ pub mod boxed_state_store {
     pub type BoxLocalStateStoreIterStream<'a> = BoxStateStoreIter<'a, StateStoreIterItem>;
     #[async_trait::async_trait]
     pub trait DynamicDispatchedLocalStateStore: StaticSendSync {
-        async fn may_exist(
-            &self,
-            key_range: TableKeyRange,
-            read_options: ReadOptions,
-        ) -> StorageResult<bool>;
-
         async fn get(
             &self,
             key: TableKey<Bytes>,
@@ -998,14 +983,6 @@ pub mod boxed_state_store {
 
     #[async_trait::async_trait]
     impl<S: LocalStateStore> DynamicDispatchedLocalStateStore for S {
-        async fn may_exist(
-            &self,
-            key_range: TableKeyRange,
-            read_options: ReadOptions,
-        ) -> StorageResult<bool> {
-            self.may_exist(key_range, read_options).await
-        }
-
         async fn get(
             &self,
             key: TableKey<Bytes>,
@@ -1078,14 +1055,6 @@ pub mod boxed_state_store {
         type Iter<'a> = BoxLocalStateStoreIterStream<'a>;
         type RevIter<'a> = BoxLocalStateStoreIterStream<'a>;
 
-        fn may_exist(
-            &self,
-            key_range: TableKeyRange,
-            read_options: ReadOptions,
-        ) -> impl Future<Output = StorageResult<bool>> + Send + '_ {
-            self.deref().may_exist(key_range, read_options)
-        }
-
         fn get(
             &self,
             key: TableKey<Bytes>,
diff --git a/src/stream/src/common/table/state_table.rs b/src/stream/src/common/table/state_table.rs
index 84267951b0812..babc2d401e7ef 100644
--- a/src/stream/src/common/table/state_table.rs
+++ b/src/stream/src/common/table/state_table.rs
@@ -39,8 +39,8 @@ use risingwave_common::util::row_serde::OrderedRowSerde;
 use risingwave_common::util::sort_util::OrderType;
 use risingwave_common::util::value_encoding::BasicSerde;
 use risingwave_hummock_sdk::key::{
-    end_bound_of_prefix, prefixed_range_with_vnode, range_of_prefix,
-    start_bound_of_excluded_prefix, TableKey, TableKeyRange,
+    end_bound_of_prefix, prefixed_range_with_vnode, start_bound_of_excluded_prefix, TableKey,
+    TableKeyRange,
 };
 use risingwave_hummock_sdk::table_watermark::{VnodeWatermark, WatermarkDirection};
 use risingwave_pb::catalog::Table;
@@ -1567,51 +1567,6 @@ where
             .map_err(StreamExecutorError::from)
     }
 
-    /// Returns:
-    /// false: the provided pk prefix is absent in state store.
-    /// true: the provided pk prefix may or may not be present in state store.
-    pub async fn may_exist(&self, pk_prefix: impl Row) -> StreamExecutorResult<bool> {
-        let prefix_serializer = self.pk_serde.prefix(pk_prefix.len());
-        let encoded_prefix = serialize_pk(&pk_prefix, &prefix_serializer);
-        let encoded_key_range = range_of_prefix(&encoded_prefix);
-
-        // We assume that all usages of iterating the state table only access a single vnode.
-        // If this assertion fails, then something must be wrong with the operator implementation or
-        // the distribution derivation from the optimizer.
-        let vnode = self.compute_prefix_vnode(&pk_prefix);
-        let table_key_range = prefixed_range_with_vnode(encoded_key_range, vnode);
-
-        // Construct prefix hint for prefix bloom filter.
-        if self.prefix_hint_len != 0 {
-            debug_assert_eq!(self.prefix_hint_len, pk_prefix.len());
-        }
-        let prefix_hint = {
-            if self.prefix_hint_len == 0 || self.prefix_hint_len > pk_prefix.len() {
-                panic!();
-            } else {
-                let encoded_prefix_len = self
-                    .pk_serde
-                    .deserialize_prefix_len(&encoded_prefix, self.prefix_hint_len)?;
-
-                Some(Bytes::copy_from_slice(
-                    &encoded_prefix[..encoded_prefix_len],
-                ))
-            }
-        };
-
-        let read_options = ReadOptions {
-            prefix_hint,
-            table_id: self.table_id,
-            cache_policy: CachePolicy::Fill(CacheContext::Default),
-            ..Default::default()
-        };
-
-        self.local_store
-            .may_exist(table_key_range, read_options)
-            .await
-            .map_err(Into::into)
-    }
-
     #[cfg(test)]
     pub fn get_watermark_cache(&self) -> &StateTableWatermarkCache {
         &self.watermark_cache
diff --git a/src/stream/src/common/table/test_state_table.rs b/src/stream/src/common/table/test_state_table.rs
index 87c27145ea1c1..89944cdfc4879 100644
--- a/src/stream/src/common/table/test_state_table.rs
+++ b/src/stream/src/common/table/test_state_table.rs
@@ -24,11 +24,9 @@ use risingwave_common::util::epoch::{test_epoch, EpochPair};
 use risingwave_common::util::sort_util::OrderType;
 use risingwave_common::util::value_encoding::BasicSerde;
 use risingwave_hummock_test::test_utils::prepare_hummock_test_env;
-use risingwave_rpc_client::HummockMetaClient;
 use risingwave_storage::hummock::HummockStorage;
 use risingwave_storage::store::PrefetchOptions;
 use risingwave_storage::table::DEFAULT_VNODE;
-use risingwave_storage::StateStore;
 
 use crate::common::table::state_table::{
     ReplicatedStateTable, StateTable, WatermarkCacheStateTable,
@@ -1269,190 +1267,6 @@ async fn test_state_table_write_chunk_value_indices() {
     );
 }
 
-async fn check_may_exist<S>(
-    state_table: &StateTable<S>,
-    existent_prefix: Vec<i32>,
-    non_existent_prefix: Vec<i32>,
-) where
-    S: StateStore,
-{
-    for prefix in existent_prefix {
-        let pk_prefix = OwnedRow::new(vec![Some(prefix.into())]);
-        assert!(state_table.may_exist(&pk_prefix).await.unwrap());
-    }
-    for prefix in non_existent_prefix {
-        let pk_prefix = OwnedRow::new(vec![Some(prefix.into())]);
-        assert!(!state_table.may_exist(&pk_prefix).await.unwrap());
-    }
-}
-
-#[tokio::test]
-async fn test_state_table_may_exist() {
-    const TEST_TABLE_ID: TableId = TableId { table_id: 233 };
-    let test_env = prepare_hummock_test_env().await;
-
-    // let pk_columns = vec![0, 1]; leave a message to indicate pk columns
-    let order_types = vec![OrderType::ascending(), OrderType::descending()];
-
-    let column_ids = [ColumnId::from(0), ColumnId::from(1), ColumnId::from(2)];
-    let column_descs = vec![
-        ColumnDesc::unnamed(column_ids[0], DataType::Int32),
-        ColumnDesc::unnamed(column_ids[1], DataType::Int32),
-        ColumnDesc::unnamed(column_ids[2], DataType::Int32),
-    ];
-    let pk_index = vec![0_usize, 1_usize];
-    let read_prefix_len_hint = 1;
-    let table = gen_prost_table(
-        TEST_TABLE_ID,
-        column_descs,
-        order_types,
-        pk_index,
-        read_prefix_len_hint,
-    );
-
-    test_env.register_table(table.clone()).await;
-    let mut state_table =
-        StateTable::from_table_catalog_inconsistent_op(&table, test_env.storage.clone(), None)
-            .await;
-
-    let mut epoch = EpochPair::new_test_epoch(test_epoch(1));
-    state_table.init_epoch(epoch);
-
-    state_table.insert(OwnedRow::new(vec![
-        Some(1_i32.into()),
-        Some(11_i32.into()),
-        Some(111_i32.into()),
-    ]));
-    state_table.insert(OwnedRow::new(vec![
-        Some(1_i32.into()),
-        Some(22_i32.into()),
-        Some(222_i32.into()),
-    ]));
-
-    state_table.insert(OwnedRow::new(vec![
-        Some(4_i32.into()),
-        Some(44_i32.into()),
-        Some(444_i32.into()),
-    ]));
-
-    state_table.insert(OwnedRow::new(vec![
-        Some(1_i32.into()),
-        Some(55_i32.into()),
-        Some(555_i32.into()),
-    ]));
-
-    // test may_exist with data only in memtable (e1)
-    check_may_exist(&state_table, vec![1, 4], vec![2, 3, 6, 12]).await;
-
-    epoch.inc_for_test();
-    state_table.commit(epoch).await.unwrap();
-    let e1 = epoch.prev;
-
-    // test may_exist with data only in immutable memtable (e1)
-    check_may_exist(&state_table, vec![1, 4], vec![2, 3, 6, 12]).await;
-
-    let e1_res = test_env.storage.seal_and_sync_epoch(e1).await.unwrap();
-
-    // test may_exist with data only in uncommitted ssts (e1)
-    check_may_exist(&state_table, vec![1, 4], vec![2, 3, 6, 12]).await;
-
-    test_env.meta_client.commit_epoch(e1, e1_res).await.unwrap();
-    test_env.storage.try_wait_epoch_for_test(e1).await;
-
-    // test may_exist with data only in committed ssts (e1)
-    check_may_exist(&state_table, vec![1, 4], vec![2, 3, 6, 12]).await;
-
-    state_table.insert(OwnedRow::new(vec![
-        Some(1_i32.into()),
-        Some(33_i32.into()),
-        Some(333_i32.into()),
-    ]));
-    state_table.insert(OwnedRow::new(vec![
-        Some(1_i32.into()),
-        Some(55_i32.into()),
-        Some(5555_i32.into()),
-    ]));
-    state_table.insert(OwnedRow::new(vec![
-        Some(6_i32.into()),
-        Some(66_i32.into()),
-        Some(666_i32.into()),
-    ]));
-
-    // test may_exist with data in memtable (e2), committed ssts (e1)
-    check_may_exist(&state_table, vec![1, 4, 6], vec![2, 3, 12]).await;
-
-    epoch.inc_for_test();
-    state_table.commit(epoch).await.unwrap();
-    let e2 = epoch.prev;
-
-    // test may_exist with data in immutable memtable (e2), committed ssts (e1)
-    check_may_exist(&state_table, vec![1, 4, 6], vec![2, 3, 12]).await;
-
-    state_table.insert(OwnedRow::new(vec![
-        Some(1_i32.into()),
-        Some(44_i32.into()),
-        Some(444_i32.into()),
-    ]));
-    state_table.insert(OwnedRow::new(vec![
-        Some(3_i32.into()),
-        Some(1_i32.into()),
-        Some(111_i32.into()),
-    ]));
-
-    // test may_exist with data in memtable (e3), immutable memtable (e2), committed ssts (e1)
-    check_may_exist(&state_table, vec![1, 3, 4, 6], vec![2, 12]).await;
-
-    let e2_res = test_env.storage.seal_and_sync_epoch(e2).await.unwrap();
-
-    // test may_exist with data in memtable (e3), uncommitted ssts (e2), committed ssts (e1)
-    check_may_exist(&state_table, vec![1, 3, 4, 6], vec![2, 12]).await;
-
-    epoch.inc_for_test();
-    state_table.commit(epoch).await.unwrap();
-    let e3 = epoch.prev;
-
-    // test may_exist with data in immutable memtable (e3), uncommitted ssts (e2), committed
-    // ssts (e1)
-    check_may_exist(&state_table, vec![1, 3, 4, 6], vec![2, 12]).await;
-
-    state_table.insert(OwnedRow::new(vec![
-        Some(1_i32.into()),
-        Some(55_i32.into()),
-        Some(555_i32.into()),
-    ]));
-    state_table.insert(OwnedRow::new(vec![
-        Some(2_i32.into()),
-        Some(1_i32.into()),
-        Some(111_i32.into()),
-    ]));
-
-    // test may_exist with data in memtable (e4), immutable memtable (e3), uncommitted ssts
-    // (e2), committed ssts (e1)
-    check_may_exist(&state_table, vec![1, 3, 4, 6], vec![12]).await;
-
-    test_env.meta_client.commit_epoch(e2, e2_res).await.unwrap();
-    test_env.storage.try_wait_epoch_for_test(e2).await;
-
-    epoch.inc_for_test();
-    state_table.commit(epoch).await.unwrap();
-    let e4 = epoch.prev;
-
-    let e3_res = test_env.storage.seal_and_sync_epoch(e3).await.unwrap();
-    let e4_res = test_env.storage.seal_and_sync_epoch(e4).await.unwrap();
-
-    // test may_exist with data in uncommitted ssts (e3, e4), committed ssts (e1, e2, e3, e4)
-    check_may_exist(&state_table, vec![1, 3, 4, 6], vec![12]).await;
-
-    test_env.meta_client.commit_epoch(e3, e3_res).await.unwrap();
-    test_env.storage.try_wait_epoch_for_test(e3).await;
-
-    test_env.meta_client.commit_epoch(e4, e4_res).await.unwrap();
-    test_env.storage.try_wait_epoch_for_test(e4).await;
-
-    // test may_exist with data in committed ssts (e1, e2, e3, e4)
-    check_may_exist(&state_table, vec![1, 3, 4, 6], vec![12]).await;
-}
-
 // After NULL watermark col values are inserted & deleted, they should not appear in the state table
 // cache. Test for apply_batch.
 #[tokio::test]
diff --git a/src/stream/src/executor/barrier_align.rs b/src/stream/src/executor/barrier_align.rs
index f485615791945..a29bf91bb6660 100644
--- a/src/stream/src/executor/barrier_align.rs
+++ b/src/stream/src/executor/barrier_align.rs
@@ -121,7 +121,7 @@ pub async fn barrier_align(
                         Message::Barrier(barrier) => {
                             yield AlignedMessage::Barrier(barrier);
                             right_barrier_align_duration
-                                .observe(start_time.elapsed().as_secs_f64());
+                                .inc_by(start_time.elapsed().as_nanos() as u64);
                             break;
                         }
                     }
@@ -144,7 +144,8 @@ pub async fn barrier_align(
                         Message::Chunk(chunk) => yield AlignedMessage::Left(chunk),
                         Message::Barrier(barrier) => {
                             yield AlignedMessage::Barrier(barrier);
-                            left_barrier_align_duration.observe(start_time.elapsed().as_secs_f64());
+                            left_barrier_align_duration
+                                .inc_by(start_time.elapsed().as_nanos() as u64);
                             break;
                         }
                     }
diff --git a/src/stream/src/executor/monitor/streaming_stats.rs b/src/stream/src/executor/monitor/streaming_stats.rs
index 379bdf49a5722..8a77c5948b6a3 100644
--- a/src/stream/src/executor/monitor/streaming_stats.rs
+++ b/src/stream/src/executor/monitor/streaming_stats.rs
@@ -24,7 +24,7 @@ use risingwave_common::config::MetricLevel;
 use risingwave_common::metrics::{
     LabelGuardedGauge, LabelGuardedGaugeVec, LabelGuardedHistogramVec, LabelGuardedIntCounter,
     LabelGuardedIntCounterVec, LabelGuardedIntGauge, LabelGuardedIntGaugeVec,
-    RelabeledGuardedHistogramVec,
+    RelabeledGuardedHistogramVec, RelabeledGuardedIntCounterVec,
 };
 use risingwave_common::monitor::GLOBAL_METRICS_REGISTRY;
 use risingwave_common::{
@@ -96,7 +96,7 @@ pub struct StreamingMetrics {
     pub join_matched_join_keys: RelabeledGuardedHistogramVec<3>,
 
     // Streaming Join, Streaming Dynamic Filter and Streaming Union
-    pub barrier_align_duration: RelabeledGuardedHistogramVec<4>,
+    pub barrier_align_duration: RelabeledGuardedIntCounterVec<4>,
 
     // Streaming Aggregation
     agg_lookup_miss_count: LabelGuardedIntCounterVec<3>,
@@ -465,19 +465,15 @@ impl StreamingMetrics {
         )
         .unwrap();
 
-        let opts = histogram_opts!(
-            "stream_barrier_align_duration",
+        let barrier_align_duration = register_guarded_int_counter_vec_with_registry!(
+            "stream_barrier_align_duration_ns",
             "Duration of join align barrier",
-            exponential_buckets(0.0001, 2.0, 21).unwrap() // max 104s
-        );
-        let barrier_align_duration = register_guarded_histogram_vec_with_registry!(
-            opts,
             &["actor_id", "fragment_id", "wait_side", "executor"],
             registry
         )
         .unwrap();
 
-        let barrier_align_duration = RelabeledGuardedHistogramVec::with_metric_level_relabel_n(
+        let barrier_align_duration = RelabeledGuardedIntCounterVec::with_metric_level_relabel_n(
             MetricLevel::Debug,
             barrier_align_duration,
             level,
diff --git a/src/stream/src/executor/union.rs b/src/stream/src/executor/union.rs
index c3279f7e8a344..46acefb61d44f 100644
--- a/src/stream/src/executor/union.rs
+++ b/src/stream/src/executor/union.rs
@@ -164,7 +164,7 @@ async fn merge(
             None => {
                 assert!(active.is_terminated());
                 let barrier = current_barrier.take().unwrap();
-                barrier_align.observe(start_time.elapsed().as_secs_f64());
+                barrier_align.inc_by(start_time.elapsed().as_nanos() as u64);
 
                 let upstreams = std::mem::take(&mut blocked);
                 active.extend(upstreams.into_iter().map(|upstream| upstream.into_future()));