diff --git a/Cargo.lock b/Cargo.lock
index 9fc9ca7f523eb..bb2a5d84fd300 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -2392,6 +2392,12 @@ dependencies = [
  "pkg-config",
 ]
 
+[[package]]
+name = "cache-padded"
+version = "1.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "981520c98f422fcc584dc1a95c334e6953900b9106bc47a9839b81790009eb21"
+
 [[package]]
 name = "cache_control"
 version = "0.2.0"
@@ -3385,6 +3391,16 @@ dependencies = [
  "memchr",
 ]
 
+[[package]]
+name = "ctor"
+version = "0.1.26"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6d2301688392eb071b0bf1a37be05c469d3cc4dbbd95df672fe28ab021e6a096"
+dependencies = [
+ "quote",
+ "syn 1.0.109",
+]
+
 [[package]]
 name = "ctr"
 version = "0.9.2"
@@ -5342,8 +5358,7 @@ dependencies = [
 [[package]]
 name = "foyer"
 version = "0.9.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0720e9cc504174e952382345ea25fe887fbd4c1761dccdd4c5276c6d1a93dbc5"
+source = "git+https://github.com/MrCroxx/foyer?rev=fe904bc#fe904bc120926c91d45c142c63288317ecb2bd3e"
 dependencies = [
  "ahash 0.8.11",
  "anyhow",
@@ -5351,24 +5366,27 @@ dependencies = [
  "foyer-memory",
  "foyer-storage",
  "madsim-tokio",
+ "minitrace",
  "tracing",
 ]
 
 [[package]]
 name = "foyer-common"
 version = "0.7.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8a823da3228992cc6392ddac757e0ed44fa4923588b03fcbbba4bad1ebfea7b2"
+source = "git+https://github.com/MrCroxx/foyer?rev=fe904bc#fe904bc120926c91d45c142c63288317ecb2bd3e"
 dependencies = [
  "bytes",
  "cfg-if",
  "crossbeam",
+ "futures",
  "hashbrown 0.14.3",
  "itertools 0.13.0",
  "madsim-tokio",
  "metrics",
+ "minitrace",
  "nix 0.29.0",
  "parking_lot 0.12.1",
+ "pin-project",
  "rustversion",
  "serde",
 ]
@@ -5376,8 +5394,7 @@ dependencies = [
 [[package]]
 name = "foyer-intrusive"
 version = "0.7.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5168b34c3e6369a4c6055f08c6b37e416910652bfdd9a84de55a602f2aa3dcea"
+source = "git+https://github.com/MrCroxx/foyer?rev=fe904bc#fe904bc120926c91d45c142c63288317ecb2bd3e"
 dependencies = [
  "foyer-common",
  "itertools 0.13.0",
@@ -5386,8 +5403,7 @@ dependencies = [
 [[package]]
 name = "foyer-memory"
 version = "0.5.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "56055774fa6ed25d0affe30c04e6a3f18fc00713a42ef6a3dbd96e72fe31a3eb"
+source = "git+https://github.com/MrCroxx/foyer?rev=fe904bc#fe904bc120926c91d45c142c63288317ecb2bd3e"
 dependencies = [
  "ahash 0.8.11",
  "bitflags 2.5.0",
@@ -5399,6 +5415,7 @@ dependencies = [
  "itertools 0.13.0",
  "libc",
  "madsim-tokio",
+ "minitrace",
  "parking_lot 0.12.1",
  "serde",
  "tracing",
@@ -5407,8 +5424,7 @@ dependencies = [
 [[package]]
 name = "foyer-storage"
 version = "0.8.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "74811aec3df193b9c304d031e9f4879c4aab86cb78ff6e4cadf1188d014e7069"
+source = "git+https://github.com/MrCroxx/foyer?rev=fe904bc#fe904bc120926c91d45c142c63288317ecb2bd3e"
 dependencies = [
  "ahash 0.8.11",
  "allocator-api2",
@@ -5427,6 +5443,7 @@ dependencies = [
  "libc",
  "lz4",
  "madsim-tokio",
+ "minitrace",
  "parking_lot 0.12.1",
  "pin-project",
  "rand",
@@ -5868,7 +5885,7 @@ dependencies = [
  "http 0.2.9",
  "thiserror",
  "tokio",
- "tonic 0.10.2",
+ "tonic 0.11.0",
  "tower",
  "tracing",
  "trust-dns-resolver 0.23.2",
@@ -7643,6 +7660,44 @@ version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "68354c5c6bd36d73ff3feceb05efa59b6acb7626617f4962be322a825e61f79a"
 
+[[package]]
+name = "minitrace"
+version = "0.6.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "197d538cd69839d49a593c8c72df44291b0ea3296ecc0c85529002c53c8fbc6f"
+dependencies = [
+ "minitrace-macro",
+ "minstant",
+ "once_cell",
+ "parking_lot 0.12.1",
+ "pin-project",
+ "rand",
+ "rtrb",
+]
+
+[[package]]
+name = "minitrace-jaeger"
+version = "0.6.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8e63612364589c56423b9d3d08083adfadc44570158b49bc76a10562214785d2"
+dependencies = [
+ "log",
+ "minitrace",
+ "thrift_codec",
+]
+
+[[package]]
+name = "minitrace-macro"
+version = "0.6.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "14efd4b574325fcb981bce1ac700b9ccf071ec2eb94f7a6a6b583a84f228ba47"
+dependencies = [
+ "proc-macro-error 1.0.4",
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
 [[package]]
 name = "miniz_oxide"
 version = "0.7.2"
@@ -7652,6 +7707,16 @@ dependencies = [
  "adler",
 ]
 
+[[package]]
+name = "minstant"
+version = "0.1.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1fb9b5c752f145ac5046bccc3c4f62892e3c950c1d1eab80c5949cd68a2078db"
+dependencies = [
+ "ctor",
+ "web-time 1.1.0",
+]
+
 [[package]]
 name = "mio"
 version = "0.8.11"
@@ -9795,7 +9860,7 @@ dependencies = [
  "indoc",
  "libc",
  "memoffset",
- "parking_lot 0.11.2",
+ "parking_lot 0.12.1",
  "portable-atomic",
  "pyo3-build-config",
  "pyo3-ffi",
@@ -10927,6 +10992,8 @@ dependencies = [
  "madsim-tokio",
  "madsim-tonic",
  "maplit",
+ "minitrace",
+ "minitrace-jaeger",
  "pprof",
  "prometheus",
  "prost 0.12.1",
@@ -12266,6 +12333,15 @@ dependencies = [
  "zeroize",
 ]
 
+[[package]]
+name = "rtrb"
+version = "0.2.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "99e704dd104faf2326a320140f70f0b736d607c1caa1b1748a6c568a79819109"
+dependencies = [
+ "cache-padded",
+]
+
 [[package]]
 name = "rumqttc"
 version = "0.24.0"
@@ -14785,6 +14861,16 @@ dependencies = [
  "ordered-float 2.10.0",
 ]
 
+[[package]]
+name = "thrift_codec"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "83d957f535b242b91aa9f47bde08080f9a6fef276477e55b0079979d002759d5"
+dependencies = [
+ "byteorder",
+ "trackable",
+]
+
 [[package]]
 name = "tiberius"
 version = "0.12.2"
@@ -15248,7 +15334,10 @@ dependencies = [
  "percent-encoding",
  "pin-project",
  "prost 0.12.1",
+ "rustls-pemfile 2.1.1",
+ "rustls-pki-types",
  "tokio",
+ "tokio-rustls 0.25.0",
  "tokio-stream",
  "tower",
  "tower-layer",
@@ -15410,7 +15499,7 @@ dependencies = [
  "tracing-core",
  "tracing-log 0.2.0",
  "tracing-subscriber",
- "web-time",
+ "web-time 0.2.3",
 ]
 
 [[package]]
@@ -15469,6 +15558,25 @@ dependencies = [
  "syn 1.0.109",
 ]
 
+[[package]]
+name = "trackable"
+version = "1.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b15bd114abb99ef8cee977e517c8f37aee63f184f2d08e3e6ceca092373369ae"
+dependencies = [
+ "trackable_derive",
+]
+
+[[package]]
+name = "trackable_derive"
+version = "1.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ebeb235c5847e2f82cfe0f07eb971d1e5f6804b18dac2ae16349cc604380f82f"
+dependencies = [
+ "quote",
+ "syn 1.0.109",
+]
+
 [[package]]
 name = "trim-in-place"
 version = "0.1.7"
@@ -16532,6 +16640,16 @@ dependencies = [
  "wasm-bindgen",
 ]
 
+[[package]]
+name = "web-time"
+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5a6580f308b1fad9207618087a65c04e7a10bc77e02c8e84e9b00dd4b12fa0bb"
+dependencies = [
+ "js-sys",
+ "wasm-bindgen",
+]
+
 [[package]]
 name = "webpki"
 version = "0.22.4"
diff --git a/Cargo.toml b/Cargo.toml
index 249a0f2258863..16d11586fc531 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -76,7 +76,7 @@ license = "Apache-2.0"
 repository = "https://github.com/risingwavelabs/risingwave"
 
 [workspace.dependencies]
-foyer = { version = "0.9.4", features = ["nightly"] }
+foyer = { version = "0.9.4", features = ["nightly", "mtrace"] }
 apache-avro = { git = "https://github.com/risingwavelabs/avro", rev = "25113ba88234a9ae23296e981d8302c290fdaa4b", features = [
     "snappy",
     "zstandard",
@@ -340,6 +340,8 @@ deno_web = { git = "https://github.com/bakjos/deno", rev = "787a232" }
 deno_websocket = { git = "https://github.com/bakjos/deno", rev = "787a232" }
 # patch to remove preserve_order from serde_json
 bson = { git = "https://github.com/risingwavelabs/bson-rust", rev = "e5175ec" }
+# temporarily patch until foyer release v0.10
+foyer = { git = "https://github.com/MrCroxx/foyer", rev = "fe904bc" }
 
 [workspace.metadata.dylint]
 libraries = [{ path = "./lints" }]
diff --git a/src/common/src/config.rs b/src/common/src/config.rs
index a554e220ec632..e45b0c925bae1 100644
--- a/src/common/src/config.rs
+++ b/src/common/src/config.rs
@@ -487,6 +487,9 @@ pub struct ServerConfig {
     #[serde(default = "default::server::grpc_max_reset_stream_size")]
     pub grpc_max_reset_stream: u32,
 
+    #[serde(default)]
+    pub tracing: TracingConfig,
+
     #[serde(default, flatten)]
     #[config_doc(omitted)]
     pub unrecognized: Unrecognized<Self>,
@@ -1246,6 +1249,20 @@ impl SystemConfig {
     }
 }
 
+#[derive(Clone, Debug, Serialize, Deserialize, DefaultFromSerde)]
+pub struct TracingConfig {
+    /// Url of jaeger for tracing data collection.
+    ///
+    /// Tracing will be disabled if no valid jaeger url is set.
+    ///
+    /// Example: "127.0.0.1:6831".
+    #[serde(default = "default::tracing_config::jaeger")]
+    pub jaeger: String,
+    /// Interval for minitrace reporter reports in ms.
+    #[serde(default = "default::tracing_config::report_interval_ms")]
+    pub report_interval_ms: u64,
+}
+
 pub mod default {
     pub mod meta {
         use crate::config::{DefaultParallelism, MetaBackend};
@@ -2075,6 +2092,16 @@ pub mod default {
             }
         }
     }
+
+    pub mod tracing_config {
+        pub fn jaeger() -> String {
+            "".to_string()
+        }
+
+        pub fn report_interval_ms() -> u64 {
+            10
+        }
+    }
 }
 
 #[derive(Debug, Clone)]
diff --git a/src/compute/Cargo.toml b/src/compute/Cargo.toml
index 817578db32631..7ca42fd3e3517 100644
--- a/src/compute/Cargo.toml
+++ b/src/compute/Cargo.toml
@@ -26,6 +26,8 @@ futures-async-stream = { workspace = true }
 hyper = "0.14" # required by tonic
 itertools = { workspace = true }
 maplit = "1.0.2"
+minitrace = "0.6.7"
+minitrace-jaeger = "0.6.7"
 pprof = { version = "0.13", features = ["flamegraph"] }
 prometheus = { version = "0.13" }
 prost = { workspace = true }
diff --git a/src/compute/src/server.rs b/src/compute/src/server.rs
index a28631a29bea6..8c5d281051ba9 100644
--- a/src/compute/src/server.rs
+++ b/src/compute/src/server.rs
@@ -395,6 +395,20 @@ pub async fn compute_node_serve(
         tracing::info!("Telemetry didn't start due to config");
     }
 
+    let service = format!("compute-{worker_id}");
+    if let Ok(agent) = config.server.tracing.jaeger.parse() {
+        let reporter = minitrace_jaeger::JaegerReporter::new(agent, &service).unwrap();
+        minitrace::set_reporter(
+            reporter,
+            minitrace::collector::Config::default().report_interval(Duration::from_millis(
+                config.server.tracing.report_interval_ms,
+            )),
+        );
+        tracing::info!("Jaeger exporter for {service} is set at {agent:?}.");
+    } else {
+        tracing::info!("Jaeger exporter for {service} is disabled.")
+    }
+
     // Clean up the spill directory.
     #[cfg(not(madsim))]
     SpillOp::clean_spill_directory().await.unwrap();
diff --git a/src/config/docs.md b/src/config/docs.md
index a52ce9202a3b3..c473e68a8bfdd 100644
--- a/src/config/docs.md
+++ b/src/config/docs.md
@@ -95,6 +95,7 @@ This page is automatically generated by `./risedev generate-example-config`
 | heartbeat_interval_ms | The interval for periodic heartbeat from worker to the meta service. | 1000 |
 | metrics_level | Used for control the metrics level, similar to log level. | "Info" |
 | telemetry_enabled |  | true |
+| tracing |  |  |
 
 ## storage
 
diff --git a/src/config/example.toml b/src/config/example.toml
index a708fed3b84bf..27ffd9653be11 100644
--- a/src/config/example.toml
+++ b/src/config/example.toml
@@ -13,6 +13,10 @@ enable_auto = true
 threshold_auto = 0.8999999761581421
 dir = "./"
 
+[server.tracing]
+jaeger = ""
+report_interval_ms = 10
+
 [meta]
 min_sst_retention_time_sec = 86400
 full_gc_interval_sec = 86400