diff --git a/.github/workflows/asf-header.yml b/.github/workflows/asf-header.yml
index a71c6627c0..62e3684981 100644
--- a/.github/workflows/asf-header.yml
+++ b/.github/workflows/asf-header.yml
@@ -32,7 +32,7 @@ jobs:
     runs-on: ubuntu-latest
     timeout-minutes: 60
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
         with:
           submodules: true
       - name: Check License Header
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 5e4b6cc4a9..466c080018 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -57,7 +57,7 @@ jobs:
     runs-on: ubuntu-latest
     timeout-minutes: 60
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
         with:
           submodules: true
       - run: |
@@ -88,7 +88,7 @@ jobs:
     runs-on: ubuntu-latest
     timeout-minutes: 60
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
         with:
           submodules: true
       - run: |
@@ -117,12 +117,9 @@ jobs:
     runs-on: ubuntu-latest
     timeout-minutes: 60
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
         with:
           submodules: true
-      - uses: actions/setup-go@v3
-        with:
-          go-version: 1.21
       - run: |
           rustup set auto-self-update disable
           rustup toolchain install ${RUST_VERSION} --profile minimal
@@ -140,7 +137,7 @@ jobs:
           RUST_BACKTRACE: "1"
       - name: Upload Logs
         if: always()
-        uses: actions/upload-artifact@v3
+        uses: actions/upload-artifact@v4
         with:
           name: CI-${{ github.sha }}
           path: |
@@ -154,12 +151,9 @@ jobs:
     runs-on: ubuntu-latest
     timeout-minutes: 60
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
         with:
           submodules: true
-      - uses: actions/setup-go@v3
-        with:
-          go-version: 1.21
       - run: |
           rustup set auto-self-update disable
           rustup toolchain install ${RUST_VERSION} --profile minimal
@@ -206,7 +200,7 @@ jobs:
           make run-opentsdb
       - name: Upload Logs
         if: always()
-        uses: actions/upload-artifact@v3
+        uses: actions/upload-artifact@v4
         with:
           name: sdk-test-${{ github.sha }}
           path: |
@@ -217,7 +211,7 @@ jobs:
     runs-on: ubuntu-latest
     timeout-minutes: 60
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
         with:
           submodules: true
       - run: |
@@ -236,7 +230,7 @@ jobs:
           make run-recovery
       - name: Upload Logs
         if: always()
-        uses: actions/upload-artifact@v3
+        uses: actions/upload-artifact@v4
         with:
           name: recovery-test-${{ github.sha }}
           path: |
@@ -247,12 +241,9 @@ jobs:
     runs-on: ubuntu-latest
     timeout-minutes: 60
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
         with:
           submodules: true
-      - uses: actions/setup-go@v3
-        with:
-          go-version: 1.21
       - run: |
           rustup set auto-self-update disable
           rustup toolchain install ${RUST_VERSION} --profile minimal
@@ -269,7 +260,7 @@ jobs:
           make run-dist-query
       - name: Upload Logs
         if: always()
-        uses: actions/upload-artifact@v3
+        uses: actions/upload-artifact@v4
         with:
           name: dist-query-test-${{ github.sha }}
           path: |
diff --git a/.github/workflows/coverage.yml b/.github/workflows/coverage.yml.disabled
similarity index 98%
rename from .github/workflows/coverage.yml
rename to .github/workflows/coverage.yml.disabled
index 1f91451aef..ecc8df5e4e 100644
--- a/.github/workflows/coverage.yml
+++ b/.github/workflows/coverage.yml.disabled
@@ -41,7 +41,7 @@ jobs:
     name: coverage
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
         with:
           submodules: true
       - name: Setup Rust toolchain
@@ -65,4 +65,3 @@ jobs:
       - name: Report coverage
         continue-on-error: true
         run: bash <(curl -s https://codecov.io/bash)
-
diff --git a/.github/workflows/meta-ci.yml b/.github/workflows/meta-ci.yml.disabled
similarity index 84%
rename from .github/workflows/meta-ci.yml
rename to .github/workflows/meta-ci.yml.disabled
index dcbfcc7922..75410f215a 100644
--- a/.github/workflows/meta-ci.yml
+++ b/.github/workflows/meta-ci.yml.disabled
@@ -36,9 +36,6 @@ jobs:
     timeout-minutes: 5
     steps:
       - uses: actions/checkout@v4
-      - uses: actions/setup-go@v3
-        with:
-          go-version: 1.21.3
       - working-directory: ./horaemeta
         run: |
           make install-tools
@@ -48,10 +45,7 @@ jobs:
     runs-on: ubuntu-latest
     timeout-minutes: 10
     steps:
-      - uses: actions/checkout@v3
-      - uses: actions/setup-go@v3
-        with:
-          go-version: 1.21.3
+      - uses: actions/checkout@v4
       - working-directory: ./horaemeta
         run: |
           make install-tools
@@ -61,10 +55,7 @@ jobs:
     runs-on: ubuntu-latest
     timeout-minutes: 60
     steps:
-      - uses: actions/checkout@v3
-      - uses: actions/setup-go@v3
-        with:
-          go-version: 1.21.3
+      - uses: actions/checkout@v4
       - working-directory: ./integration_tests
         run: |
           sudo apt install -y protobuf-compiler
diff --git a/.github/workflows/publish-image.yml b/.github/workflows/publish-image.yml
index be97587c5e..546df31e9b 100644
--- a/.github/workflows/publish-image.yml
+++ b/.github/workflows/publish-image.yml
@@ -29,7 +29,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
         with:
           ref: refs/tags/${{ inputs.version }}
       - name: Set up Docker Buildx
@@ -52,7 +52,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
         with:
           ref: refs/tags/${{ inputs.version }}
       - name: Set up Docker Buildx
diff --git a/.github/workflows/publish-nightly-image.yml b/.github/workflows/publish-nightly-image.yml
index 13e1c69d06..e76e0512d1 100644
--- a/.github/workflows/publish-nightly-image.yml
+++ b/.github/workflows/publish-nightly-image.yml
@@ -35,7 +35,7 @@ jobs:
       packages: write
     steps:
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Set up Docker Buildx
         uses: docker/setup-buildx-action@v2
       - name: Login to Container Registry
diff --git a/.github/workflows/test-build-image.yml b/.github/workflows/test-build-image.yml
index 6efb49b8da..cec0dd6a90 100644
--- a/.github/workflows/test-build-image.yml
+++ b/.github/workflows/test-build-image.yml
@@ -45,7 +45,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Release Disk Quota
         run: |
           sudo rm -rf /usr/local/lib/android # release about 10 GB
diff --git a/.github/workflows/tsbs.yml b/.github/workflows/tsbs.yml
index 7216edbc44..242c8b66c5 100644
--- a/.github/workflows/tsbs.yml
+++ b/.github/workflows/tsbs.yml
@@ -31,7 +31,7 @@ jobs:
   run-tsbs:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
         with:
           submodules: true
       - name: Release Disk Quota
@@ -57,7 +57,7 @@ jobs:
       - name: Update Summary
         run: |
           cat tsbs/result.md >> $GITHUB_STEP_SUMMARY
-      - uses: actions/upload-artifact@v3
+      - uses: actions/upload-artifact@v4
         with:
           name: bench-${{ env.NOW }}
           path: |
diff --git a/Cargo.lock b/Cargo.lock
index 273a89683d..f4adea76ae 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -745,7 +745,7 @@ dependencies = [
  "log",
  "parking",
  "polling",
- "rustix",
+ "rustix 0.37.5",
  "slab",
  "socket2 0.4.9",
  "waker-fn",
@@ -1060,9 +1060,9 @@ checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
 
 [[package]]
 name = "bitflags"
-version = "2.3.3"
+version = "2.9.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "630be753d4e58660abd17930c71b647fe46c27ea6b63cc59e1e3851406972e42"
+checksum = "1b8e56985ec62d17e9c1001dc89c88ecd7dc08e47eba5ec7c29c7b5eeecde967"
 
 [[package]]
 name = "bitvec"
@@ -1590,7 +1590,7 @@ dependencies = [
  "hash_ext",
  "horaedbproto 2.0.0",
  "macros",
- "paste 1.0.12",
+ "paste",
  "prost 0.11.8",
  "rand 0.8.5",
  "seahash",
@@ -2132,7 +2132,7 @@ dependencies = [
  "arrow 49.0.0",
  "arrow-array 49.0.0",
  "datafusion-common",
- "paste 1.0.12",
+ "paste",
  "sqlparser",
  "strum 0.25.0",
  "strum_macros 0.25.1",
@@ -2179,7 +2179,7 @@ dependencies = [
  "itertools 0.12.0",
  "log",
  "md-5",
- "paste 1.0.12",
+ "paste",
  "petgraph",
  "rand 0.8.5",
  "regex",
@@ -2512,23 +2512,12 @@ checksum = "5443807d6dff69373d433ab9ef5378ad8df50ca6298caf15de6e52e24aaf54d5"
 
 [[package]]
 name = "errno"
-version = "0.3.0"
+version = "0.3.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "50d6a0976c999d473fe89ad888d5a284e55366d9dc9038b1ba2aa15128c4afa0"
+checksum = "cea14ef9355e3beab063703aa9dab15afd25f0667c341310c1e5274bb1d0da18"
 dependencies = [
- "errno-dragonfly",
- "libc",
- "windows-sys 0.45.0",
-]
-
-[[package]]
-name = "errno-dragonfly"
-version = "0.1.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "aa68f1b12764fab894d2755d2518754e71b4fd80ecfb822714a1206c2aab39bf"
-dependencies = [
- "cc",
  "libc",
+ "windows-sys 0.52.0",
 ]
 
 [[package]]
@@ -2729,12 +2718,6 @@ dependencies = [
  "syn 1.0.109",
 ]
 
-[[package]]
-name = "fs_extra"
-version = "1.3.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "42703706b716c37f96a77aea830392ad231f44c9e9a67872fa5548707e11b11c"
-
 [[package]]
 name = "fuchsia-cprng"
 version = "0.1.1"
@@ -3192,7 +3175,7 @@ dependencies = [
  "dashmap",
  "futures 0.3.28",
  "horaedbproto 1.0.24",
- "paste 1.0.12",
+ "paste",
  "thiserror",
  "tokio",
  "tonic 0.8.3",
@@ -3692,7 +3675,7 @@ checksum = "256017f749ab3117e93acb91063009e1f1bb56d03965b14c2c8df4eb02c524d8"
 dependencies = [
  "hermit-abi 0.3.1",
  "io-lifetimes",
- "rustix",
+ "rustix 0.37.5",
  "windows-sys 0.45.0",
 ]
 
@@ -3730,35 +3713,20 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "453ad9f582a441959e5f0d088b02ce04cfe8d51a8eaf077f12ac6d3e94164ca6"
 
 [[package]]
-name = "jemalloc-ctl"
-version = "0.3.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c502a5ff9dd2924f1ed32ba96e3b65735d837b4bfd978d3161b1702e66aca4b7"
-dependencies = [
- "jemalloc-sys",
- "libc",
- "paste 0.1.18",
-]
-
-[[package]]
-name = "jemalloc-sys"
-version = "0.3.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0d3b9f3f5c9b31aa0f5ed3260385ac205db665baa41d49bb8338008ae94ede45"
-dependencies = [
- "cc",
- "fs_extra",
- "libc",
-]
-
-[[package]]
-name = "jemallocator"
-version = "0.3.2"
+name = "jemalloc_pprof"
+version = "0.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "43ae63fcfc45e99ab3d1b29a46782ad679e98436c3169d15a167a1108a724b69"
+checksum = "5622af6d21ff86ed7797ef98e11b8f302da25ec69a7db9f6cde8e2e1c8df9992"
 dependencies = [
- "jemalloc-sys",
+ "anyhow",
  "libc",
+ "mappings",
+ "once_cell",
+ "pprof_util",
+ "tempfile",
+ "tikv-jemalloc-ctl",
+ "tokio",
+ "tracing",
 ]
 
 [[package]]
@@ -3872,9 +3840,9 @@ dependencies = [
 
 [[package]]
 name = "libc"
-version = "0.2.152"
+version = "0.2.172"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "13e3bf6590cbc649f4d1a3eefc9d5d6eb746f5200ffb04e5e142700b8faa56e7"
+checksum = "d750af042f7ef4f724306de029d18836c26c1765a54a6a3f094cbd23a7267ffa"
 
 [[package]]
 name = "libloading"
@@ -3957,6 +3925,12 @@ version = "0.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d59d8c75012853d2e872fb56bc8a2e53718e2cafe1a4c823143141c6d90c322f"
 
+[[package]]
+name = "linux-raw-sys"
+version = "0.4.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d26c52dbd32dccf2d10cac7725f8eae5296885fb5703b261f7d0a0739ec807ab"
+
 [[package]]
 name = "local-ip-address"
 version = "0.5.7"
@@ -4073,6 +4047,19 @@ dependencies = [
 name = "macros"
 version = "2.2.0-dev"
 
+[[package]]
+name = "mappings"
+version = "0.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e434981a332777c2b3062652d16a55f8e74fa78e6b1882633f0d77399c84fc2a"
+dependencies = [
+ "anyhow",
+ "libc",
+ "once_cell",
+ "pprof_util",
+ "tracing",
+]
+
 [[package]]
 name = "matchers"
 version = "0.1.0"
@@ -4406,7 +4393,7 @@ dependencies = [
  "base64 0.21.0",
  "bigdecimal",
  "bindgen 0.65.1",
- "bitflags 2.3.3",
+ "bitflags 2.9.1",
  "bitvec",
  "byteorder",
  "bytes",
@@ -4986,7 +4973,7 @@ dependencies = [
  "num",
  "num-bigint",
  "object_store 0.8.0",
- "paste 1.0.12",
+ "paste",
  "seq-macro",
  "snap",
  "thrift",
@@ -5050,31 +5037,12 @@ dependencies = [
  "tokio",
 ]
 
-[[package]]
-name = "paste"
-version = "0.1.18"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "45ca20c77d80be666aef2b45486da86238fabe33e38306bd3118fe4af33fa880"
-dependencies = [
- "paste-impl",
- "proc-macro-hack",
-]
-
 [[package]]
 name = "paste"
 version = "1.0.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9f746c4065a8fa3fe23974dd82f15431cc8d40779821001404d10d2e79ca7d79"
 
-[[package]]
-name = "paste-impl"
-version = "0.1.18"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d95a7db200b97ef370c8e6de0088252f7e0dfff7d047a28528e47456c0fc98b6"
-dependencies = [
- "proc-macro-hack",
-]
-
 [[package]]
 name = "pbjson"
 version = "0.5.1"
@@ -5354,6 +5322,20 @@ dependencies = [
  "thiserror",
 ]
 
+[[package]]
+name = "pprof_util"
+version = "0.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9fa015c78eed2130951e22c58d2095849391e73817ab2e74f71b0b9f63dd8416"
+dependencies = [
+ "anyhow",
+ "backtrace",
+ "flate2",
+ "num",
+ "paste",
+ "prost 0.13.5",
+]
+
 [[package]]
 name = "ppv-lite86"
 version = "0.2.17"
@@ -5465,11 +5447,11 @@ dependencies = [
 name = "profile"
 version = "2.2.0-dev"
 dependencies = [
- "jemalloc-ctl",
- "jemalloc-sys",
- "jemallocator",
+ "jemalloc_pprof",
  "logger",
  "pprof",
+ "tikv-jemalloc-ctl",
+ "tikv-jemallocator",
 ]
 
 [[package]]
@@ -5571,6 +5553,16 @@ dependencies = [
  "prost-derive 0.12.3",
 ]
 
+[[package]]
+name = "prost"
+version = "0.13.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2796faa41db3ec313a31f7624d9286acf277b52de526150b7e69f3debf891ee5"
+dependencies = [
+ "bytes",
+ "prost-derive 0.13.5",
+]
+
 [[package]]
 name = "prost-build"
 version = "0.11.7"
@@ -5619,6 +5611,19 @@ dependencies = [
  "syn 2.0.48",
 ]
 
+[[package]]
+name = "prost-derive"
+version = "0.13.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8a56d757972c98b346a9b766e3f02746cde6dd1cd1d1d563472929fdd74bec4d"
+dependencies = [
+ "anyhow",
+ "itertools 0.12.0",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.48",
+]
+
 [[package]]
 name = "prost-types"
 version = "0.11.8"
@@ -5713,7 +5718,7 @@ dependencies = [
  "macros",
  "meta_client",
  "notifier",
- "paste 1.0.12",
+ "paste",
  "prom-remote-api",
  "prometheus 0.12.0",
  "prometheus-static-metric",
@@ -5840,7 +5845,7 @@ dependencies = [
  "logger",
  "macros",
  "partition_table_engine",
- "paste 1.0.12",
+ "paste",
  "prom-remote-api",
  "regex",
  "regex-syntax 0.6.29",
@@ -6047,15 +6052,6 @@ dependencies = [
  "bitflags 1.3.2",
 ]
 
-[[package]]
-name = "redox_syscall"
-version = "0.3.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "567664f262709473930a4bf9e51bf2ebf3348f2e748ccc50dea20646858f8f29"
-dependencies = [
- "bitflags 1.3.2",
-]
-
 [[package]]
 name = "redox_syscall"
 version = "0.4.1"
@@ -6474,10 +6470,23 @@ dependencies = [
  "errno",
  "io-lifetimes",
  "libc",
- "linux-raw-sys",
+ "linux-raw-sys 0.3.1",
  "windows-sys 0.45.0",
 ]
 
+[[package]]
+name = "rustix"
+version = "0.38.44"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fdb5bc1ae2baa591800df16c9ca78619bf65c0488b41b96ccec5d11220d8c154"
+dependencies = [
+ "bitflags 2.9.1",
+ "errno",
+ "libc",
+ "linux-raw-sys 0.4.15",
+ "windows-sys 0.52.0",
+]
+
 [[package]]
 name = "rustls"
 version = "0.20.8"
@@ -6786,7 +6795,7 @@ dependencies = [
  "once_cell",
  "opensrv-mysql",
  "partition_table_engine",
- "paste 1.0.12",
+ "paste",
  "pgwire",
  "profile",
  "prom-remote-api",
@@ -7454,15 +7463,15 @@ checksum = "55937e1799185b12863d447f42597ed69d9928686b8d88a1df17376a097d8369"
 
 [[package]]
 name = "tempfile"
-version = "3.5.0"
+version = "3.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b9fbec84f381d5795b08656e4912bec604d162bff9291d6189a78f4c8ab87998"
+checksum = "b8fcd239983515c23a32fb82099f97d0b11b8c72f654ed659363a95c3dad7a53"
 dependencies = [
  "cfg-if 1.0.0",
- "fastrand 1.9.0",
- "redox_syscall 0.3.5",
- "rustix",
- "windows-sys 0.45.0",
+ "fastrand 2.1.0",
+ "once_cell",
+ "rustix 0.38.44",
+ "windows-sys 0.52.0",
 ]
 
 [[package]]
@@ -7549,6 +7558,37 @@ dependencies = [
  "ordered-float",
 ]
 
+[[package]]
+name = "tikv-jemalloc-ctl"
+version = "0.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f21f216790c8df74ce3ab25b534e0718da5a1916719771d3fec23315c99e468b"
+dependencies = [
+ "libc",
+ "paste",
+ "tikv-jemalloc-sys",
+]
+
+[[package]]
+name = "tikv-jemalloc-sys"
+version = "0.6.0+5.3.0-1-ge13ca993e8ccb9ba9847cc330696e02839f328f7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cd3c60906412afa9c2b5b5a48ca6a5abe5736aec9eb48ad05037a677e52e4e2d"
+dependencies = [
+ "cc",
+ "libc",
+]
+
+[[package]]
+name = "tikv-jemallocator"
+version = "0.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4cec5ff18518d81584f477e9bfdf957f5bb0979b0bac3af4ca30b5b3ae2d2865"
+dependencies = [
+ "libc",
+ "tikv-jemalloc-sys",
+]
+
 [[package]]
 name = "time"
 version = "0.1.43"
diff --git a/horaemeta/README.md b/horaemeta/README.md
index 79dd40effd..1f3d23227c 100644
--- a/horaemeta/README.md
+++ b/horaemeta/README.md
@@ -43,9 +43,5 @@ mkdir /tmp/meta2
 ## Acknowledgment
 HoraeMeta refers to the excellent project [pd](https://github.com/tikv/pd) in design and some module and codes are forked from [pd](https://github.com/tikv/pd), thanks to the TiKV team.
 
-## Contributing
-The project is under rapid development so that any contribution is welcome.
-Check our [Contributing Guide](https://github.com/apache/horaedb/blob/main/horaemeta/CONTRIBUTING.md) and make your first contribution!
-
 ## License
 [Apache License 2.0](./LICENSE)
diff --git a/src/components/profile/Cargo.toml b/src/components/profile/Cargo.toml
index 1e6f9f44ee..0a1190c390 100644
--- a/src/components/profile/Cargo.toml
+++ b/src/components/profile/Cargo.toml
@@ -27,15 +27,12 @@ workspace = true
 [package.authors]
 workspace = true
 
-[dependencies.jemalloc-sys]
-version = "0.3.2"
-features = ["stats", "profiling", "unprefixed_malloc_on_supported_platforms"]
-
 [package.edition]
 workspace = true
 
 [dependencies]
-jemalloc-ctl = "0.3.2"
-jemallocator = "0.3.2"
+jemalloc_pprof = { version = "0.7", features = ["symbolize"] }
 logger = { workspace = true }
 pprof = { workspace = true, features = ["flamegraph"] }
+tikv-jemalloc-ctl = { version = "0.6.0", features = ["profiling"] }
+tikv-jemallocator = { version = "0.6.0", features = ["profiling", "unprefixed_malloc_on_supported_platforms"] }
diff --git a/src/components/profile/src/lib.rs b/src/components/profile/src/lib.rs
index a6e7edf79f..882a8ddc43 100644
--- a/src/components/profile/src/lib.rs
+++ b/src/components/profile/src/lib.rs
@@ -27,8 +27,8 @@ use std::{
     time::Duration,
 };
 
-use jemalloc_ctl::{Access, AsName};
 use logger::{error, info};
+use tikv_jemalloc_ctl::{self as jemalloc_ctl, Access, AsName};
 
 #[derive(Debug)]
 pub enum Error {
@@ -48,7 +48,7 @@ impl std::error::Error for Error {}
 pub type Result<T> = std::result::Result<T, Error>;
 
 #[global_allocator]
-static ALLOC: jemallocator::Jemalloc = jemallocator::Jemalloc;
+static ALLOC: tikv_jemallocator::Jemalloc = tikv_jemallocator::Jemalloc;
 
 const PROF_ACTIVE: &[u8] = b"prof.active\0";
 const PROF_DUMP: &[u8] = b"prof.dump\0";
@@ -183,4 +183,37 @@ impl Profiler {
         })?;
         Ok(())
     }
+
+    pub fn dump_heap_pprof(&self, seconds: u64) -> Result<Vec<u8>> {
+        // concurrent profiling is disabled.
+        let lock_guard = self
+            .heap_prof_lock
+            .try_lock()
+            .map_err(|e| Error::Internal {
+                msg: format!("failed to acquire heap_prof_lock, err:{e}"),
+            })?;
+        info!(
+            "Profiler::dump_heap_pprof start heap profiling {} seconds",
+            seconds
+        );
+
+        let _guard = ProfLockGuard::new(lock_guard)?;
+
+        // wait for seconds for collect the profiling data
+        thread::sleep(Duration::from_secs(seconds));
+
+        if let Some(prof_ctl) = jemalloc_pprof::PROF_CTL.as_ref() {
+            let mut prof_ctl = prof_ctl.try_lock().map_err(|e| Error::Internal {
+                msg: format!("failed to lock JemallocProfCtl, err: {e}"),
+            })?;
+            let pprof = prof_ctl.dump_pprof().map_err(|e| Error::Internal {
+                msg: format!("failed to dump pprof, err: {e}"),
+            })?;
+            Ok(pprof)
+        } else {
+            Err(Error::Internal {
+                msg: "PROF_CTL is not initialized".to_string(),
+            })
+        }
+    }
 }
diff --git a/src/server/src/http.rs b/src/server/src/http.rs
index d31f5adec0..1c045d03e7 100644
--- a/src/server/src/http.rs
+++ b/src/server/src/http.rs
@@ -103,6 +103,12 @@ pub enum Error {
         backtrace: Backtrace,
     },
 
+    #[snafu(display("Fail to do heap pprof, err:{}.\nBacktrace:\n{}", source, backtrace))]
+    PprofHeap {
+        source: profile::Error,
+        backtrace: Backtrace,
+    },
+
     #[snafu(display("Fail to do cpu profiling, err:{}.\nBacktrace:\n{}", source, backtrace))]
     ProfileCPU {
         source: profile::Error,
@@ -251,6 +257,7 @@ impl Service {
             .or(self.update_log_level())
             .or(self.profile_cpu())
             .or(self.profile_heap())
+            .or(self.pprof_heap())
             .or(self.server_config())
             .or(self.shards())
             .or(self.wal_stats())
@@ -627,6 +634,30 @@ impl Service {
             )
     }
 
+    // GET /debug/pprof/heap/{seconds}
+    fn pprof_heap(
+        &self,
+    ) -> impl Filter<Extract = (impl warp::Reply,), Error = warp::Rejection> + Clone {
+        warp::path!("debug" / "pprof" / "heap" / ..)
+            .and(warp::path::param::<u64>())
+            .and(warp::get())
+            .and(self.with_profiler())
+            .and(self.with_runtime())
+            .and_then(
+                |duration_sec: u64, profiler: Arc<Profiler>, runtime: Arc<Runtime>| async move {
+                    let handle = runtime.spawn_blocking(move || {
+                        profiler.dump_heap_pprof(duration_sec).context(PprofHeap)
+                    });
+                    let result = handle.await.context(JoinAsyncTask);
+                    match result {
+                        Ok(Ok(pprof_data)) => Ok(pprof_data.into_response()),
+                        Ok(Err(e)) => Err(reject::custom(e)),
+                        Err(e) => Err(reject::custom(e)),
+                    }
+                },
+            )
+    }
+
     // GET /debug/config
     fn server_config(
         &self,
@@ -975,6 +1006,7 @@ fn error_to_status_code(err: &Error) -> StatusCode {
         | Error::ParseIpAddr { .. }
         | Error::ProfileHeap { .. }
         | Error::ProfileCPU { .. }
+        | Error::PprofHeap { .. }
         | Error::Internal { .. }
         | Error::JoinAsyncTask { .. }
         | Error::AlreadyStarted { .. }