diff --git a/Cargo.lock b/Cargo.lock
index 9e29407d43..5c08c3e5e2 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -3233,7 +3233,7 @@ dependencies = [
  "iana-time-zone-haiku",
  "js-sys",
  "wasm-bindgen",
- "windows",
+ "windows 0.47.0",
 ]
 
 [[package]]
@@ -4292,6 +4292,15 @@ dependencies = [
  "tokio",
 ]
 
+[[package]]
+name = "ntapi"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e8a3895c6391c39d7fe7ebc444a87eb2991b2a0bc718fdabd071eec617fc68e4"
+dependencies = [
+ "winapi",
+]
+
 [[package]]
 name = "nu-ansi-term"
 version = "0.46.0"
@@ -5704,9 +5713,9 @@ dependencies = [
 
 [[package]]
 name = "rayon"
-version = "1.7.0"
+version = "1.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1d2df5196e37bcc87abebc0053e20787d73847bb33134a69841207dd0a47f03b"
+checksum = "9c27db03db7734835b3f53954b534c91069375ce6ccaa2e065441e07d9b6cdb1"
 dependencies = [
  "either",
  "rayon-core",
@@ -5714,14 +5723,12 @@ dependencies = [
 
 [[package]]
 name = "rayon-core"
-version = "1.11.0"
+version = "1.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4b8f95bd6966f5c87776639160a66bd8ab9895d9d4ab01ddba9fc60661aebe8d"
+checksum = "5ce3fb6ad83f861aac485e76e1985cd109d9a3713802152be56c3b1f0e0658ed"
 dependencies = [
- "crossbeam-channel",
  "crossbeam-deque 0.8.3",
  "crossbeam-utils 0.8.15",
- "num_cpus",
 ]
 
 [[package]]
@@ -6871,6 +6878,20 @@ version = "0.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2047c6ded9c721764247e62cd3b03c09ffc529b2ba5b10ec482ae507a4a70160"
 
+[[package]]
+name = "sysinfo"
+version = "0.30.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1fb4f3438c8f6389c864e61221cbc97e9bca98b4daf39a5beb7bea660f528bb2"
+dependencies = [
+ "cfg-if 1.0.0",
+ "core-foundation-sys",
+ "libc",
+ "ntapi",
+ "once_cell",
+ "windows 0.52.0",
+]
+
 [[package]]
 name = "system_catalog"
 version = "1.2.6-alpha"
@@ -6893,6 +6914,14 @@ dependencies = [
  "trace_metric",
 ]
 
+[[package]]
+name = "system_stats"
+version = "1.2.6-alpha"
+dependencies = [
+ "sysinfo",
+ "tokio",
+]
+
 [[package]]
 name = "table_engine"
 version = "1.2.6-alpha"
@@ -8028,6 +8057,25 @@ dependencies = [
  "windows-targets 0.47.0",
 ]
 
+[[package]]
+name = "windows"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e48a53791691ab099e5e2ad123536d0fff50652600abaf43bbf952894110d0be"
+dependencies = [
+ "windows-core",
+ "windows-targets 0.52.0",
+]
+
+[[package]]
+name = "windows-core"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "33ab640c8d7e35bf8ba19b884ba838ceb4fba93a4e8c65a9059d08afcfc683d9"
+dependencies = [
+ "windows-targets 0.52.0",
+]
+
 [[package]]
 name = "windows-sys"
 version = "0.45.0"
@@ -8091,6 +8139,21 @@ dependencies = [
  "windows_x86_64_msvc 0.48.0",
 ]
 
+[[package]]
+name = "windows-targets"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8a18201040b24831fbb9e4eb208f8892e1f50a37feb53cc7ff887feb8f50e7cd"
+dependencies = [
+ "windows_aarch64_gnullvm 0.52.0",
+ "windows_aarch64_msvc 0.52.0",
+ "windows_i686_gnu 0.52.0",
+ "windows_i686_msvc 0.52.0",
+ "windows_x86_64_gnu 0.52.0",
+ "windows_x86_64_gnullvm 0.52.0",
+ "windows_x86_64_msvc 0.52.0",
+]
+
 [[package]]
 name = "windows_aarch64_gnullvm"
 version = "0.42.2"
@@ -8109,6 +8172,12 @@ version = "0.48.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "91ae572e1b79dba883e0d315474df7305d12f569b400fcf90581b06062f7e1bc"
 
+[[package]]
+name = "windows_aarch64_gnullvm"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cb7764e35d4db8a7921e09562a0304bf2f93e0a51bfccee0bd0bb0b666b015ea"
+
 [[package]]
 name = "windows_aarch64_msvc"
 version = "0.42.2"
@@ -8127,6 +8196,12 @@ version = "0.48.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b2ef27e0d7bdfcfc7b868b317c1d32c641a6fe4629c171b8928c7b08d98d7cf3"
 
+[[package]]
+name = "windows_aarch64_msvc"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bbaa0368d4f1d2aaefc55b6fcfee13f41544ddf36801e793edbbfd7d7df075ef"
+
 [[package]]
 name = "windows_i686_gnu"
 version = "0.42.2"
@@ -8145,6 +8220,12 @@ version = "0.48.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "622a1962a7db830d6fd0a69683c80a18fda201879f0f447f065a3b7467daa241"
 
+[[package]]
+name = "windows_i686_gnu"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a28637cb1fa3560a16915793afb20081aba2c92ee8af57b4d5f28e4b3e7df313"
+
 [[package]]
 name = "windows_i686_msvc"
 version = "0.42.2"
@@ -8163,6 +8244,12 @@ version = "0.48.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "4542c6e364ce21bf45d69fdd2a8e455fa38d316158cfd43b3ac1c5b1b19f8e00"
 
+[[package]]
+name = "windows_i686_msvc"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ffe5e8e31046ce6230cc7215707b816e339ff4d4d67c65dffa206fd0f7aa7b9a"
+
 [[package]]
 name = "windows_x86_64_gnu"
 version = "0.42.2"
@@ -8181,6 +8268,12 @@ version = "0.48.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ca2b8a661f7628cbd23440e50b05d705db3686f894fc9580820623656af974b1"
 
+[[package]]
+name = "windows_x86_64_gnu"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3d6fa32db2bc4a2f5abeacf2b69f7992cd09dca97498da74a151a3132c26befd"
+
 [[package]]
 name = "windows_x86_64_gnullvm"
 version = "0.42.2"
@@ -8199,6 +8292,12 @@ version = "0.48.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7896dbc1f41e08872e9d5e8f8baa8fdd2677f29468c4e156210174edc7f7b953"
 
+[[package]]
+name = "windows_x86_64_gnullvm"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1a657e1e9d3f514745a572a6846d3c7aa7dbe1658c056ed9c3344c4109a6949e"
+
 [[package]]
 name = "windows_x86_64_msvc"
 version = "0.42.2"
@@ -8217,6 +8316,12 @@ version = "0.48.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1a515f5799fe4961cb532f983ce2b23082366b898e52ffbce459c86f67c8378a"
 
+[[package]]
+name = "windows_x86_64_msvc"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dff9641d1cd4be8d1a070daf9e3773c5f67e78b4d9d42263020c057706765c04"
+
 [[package]]
 name = "winnow"
 version = "0.4.1"
diff --git a/Cargo.toml b/Cargo.toml
index 24a9b13a10..9813f1c5f0 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -53,6 +53,7 @@ members = [
     "components/sampling_cache",
     "components/size_ext",
     "components/skiplist",
+    "components/system_stats",
     "components/table_kv",
     "components/test_util",
     "components/time_ext",
@@ -164,7 +165,7 @@ router = { path = "router" }
 runtime = { path = "components/runtime" }
 sampling_cache = { path = "components/sampling_cache" }
 snafu = { version = "0.6.10", features = ["backtraces"] }
-serde = "1.0"
+serde = { version = "1.0", features = ["derive"] }
 serde_json = "1.0.60"
 server = { path = "server" }
 size_ext = { path = "components/size_ext" }
@@ -173,6 +174,7 @@ slog = "2.7"
 spin = "0.9.6"
 sqlparser = { version = "0.35", features = ["serde"] }
 system_catalog = { path = "system_catalog" }
+system_statis = { path = "component/system_stats" }
 table_engine = { path = "table_engine" }
 table_kv = { path = "components/table_kv" }
 tempfile = "3.1.0"
diff --git a/components/skiplist/Cargo.toml b/components/skiplist/Cargo.toml
index 544915aba8..84b0a5ceb4 100644
--- a/components/skiplist/Cargo.toml
+++ b/components/skiplist/Cargo.toml
@@ -36,8 +36,6 @@ rand = { workspace = true }
 [dev-dependencies]
 criterion = { workspace = true }
 yatp = { git = "https://github.com/tikv/yatp.git", rev = "4b71f8abd86890f0d1e95778c2b6bf5a9ee4c502" }
-# [target.'cfg(not(target_env = "msvc"))'.dev-dependencies]
-# tikv-jemallocator = "0.4.0"
 
 [[bench]]
 name = "bench"
diff --git a/components/system_stats/Cargo.toml b/components/system_stats/Cargo.toml
new file mode 100644
index 0000000000..b4ab611210
--- /dev/null
+++ b/components/system_stats/Cargo.toml
@@ -0,0 +1,33 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+[package]
+name = "system_stats"
+authors = ["HoraeDB Authors"]
+
+[package.license]
+workspace = true
+
+[package.version]
+workspace = true
+
+[package.edition]
+workspace = true
+
+[dependencies]
+sysinfo = { version = "0.30", default-features = false }
+tokio = { workspace = true }
diff --git a/components/system_stats/src/lib.rs b/components/system_stats/src/lib.rs
new file mode 100644
index 0000000000..a5680bfc0a
--- /dev/null
+++ b/components/system_stats/src/lib.rs
@@ -0,0 +1,158 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+// Helps to collect and report statistics about the system.
+
+use std::{sync::Mutex, time::Duration};
+
+pub use sysinfo::LoadAvg;
+use sysinfo::{Cpu, CpuRefreshKind, MemoryRefreshKind, RefreshKind, System};
+
+/// The stats about the system.
+#[derive(Debug)]
+pub struct SystemStats {
+    /// The usage's range is [0, 1.0]
+    pub cpu_usage: f32,
+    /// The memory is counted in byte.
+    pub used_memory: u64,
+    /// The memory is counted in byte.
+    pub total_memory: u64,
+    pub load_avg: LoadAvg,
+}
+
+/// Collect the stats of the system for reporting.
+///
+/// One background thread will be spawned to run stats collection.
+pub struct SystemStatsCollector {
+    total_memory: u64,
+    system: Mutex<System>,
+}
+
+pub type ErrorMessage = String;
+
+impl SystemStatsCollector {
+    /// Create an new collector for the system stats.
+    pub fn try_new() -> Result<Self, ErrorMessage> {
+        if !sysinfo::IS_SUPPORTED_SYSTEM {
+            return Err("Unsupported system to collect system metrics".to_string());
+        }
+
+        let system = System::new_with_specifics(Self::make_mem_refresh_kind());
+        Ok(Self {
+            total_memory: system.total_memory(),
+            system: Mutex::new(system),
+        })
+    }
+
+    /// Collect the system stats for `observe_dur`.
+    ///
+    /// The [`sysinfo::MINIMUM_CPU_UPDATE_INTERVAL`] will be used if
+    /// `observe_dur` is smaller.
+    pub async fn collect_and_report(&self, observe_dur: Duration) -> SystemStats {
+        {
+            let mut system = self.system.lock().unwrap();
+            system.refresh_specifics(Self::make_cpu_refresh_kind());
+        }
+
+        let wait_dur = sysinfo::MINIMUM_CPU_UPDATE_INTERVAL.max(observe_dur);
+        tokio::time::sleep(wait_dur).await;
+
+        let mut system = self.system.lock().unwrap();
+        system.refresh_specifics(Self::make_cpu_and_mem_refresh_kind());
+
+        SystemStats {
+            cpu_usage: self.compute_cpu_usage(system.cpus()),
+            used_memory: system.used_memory(),
+            total_memory: self.total_memory,
+            load_avg: System::load_average(),
+        }
+    }
+
+    // Refresh and compute the latest cpu usage.
+    fn compute_cpu_usage(&self, cpus: &[Cpu]) -> f32 {
+        let mut num_cpus = 0;
+        let mut total_cpu_usage = 0.0;
+        let valid_cpus = cpus.iter().filter(|v| !v.cpu_usage().is_nan());
+        for cpu in valid_cpus {
+            total_cpu_usage += cpu.cpu_usage();
+            num_cpus += 1;
+        }
+
+        if num_cpus != 0 {
+            total_cpu_usage / (num_cpus as f32) / 100.0
+        } else {
+            0f32
+        }
+    }
+
+    #[inline]
+    fn make_mem_refresh_kind() -> RefreshKind {
+        let mem_refresh_kind = MemoryRefreshKind::new().with_ram();
+        RefreshKind::new().with_memory(mem_refresh_kind)
+    }
+
+    #[inline]
+    fn make_cpu_refresh_kind() -> RefreshKind {
+        let cpu_refresh_kind = CpuRefreshKind::new().with_cpu_usage();
+        RefreshKind::new().with_cpu(cpu_refresh_kind)
+    }
+
+    #[inline]
+    fn make_cpu_and_mem_refresh_kind() -> RefreshKind {
+        let cpu_refresh_kind = CpuRefreshKind::new().with_cpu_usage();
+        let mem_refresh_kind = MemoryRefreshKind::new().with_ram();
+        RefreshKind::new()
+            .with_cpu(cpu_refresh_kind)
+            .with_memory(mem_refresh_kind)
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    fn check_system_stats(stats: &SystemStats) {
+        assert!(stats.total_memory > 0);
+        assert!(stats.used_memory > 0);
+        assert!(stats.used_memory < stats.total_memory);
+        assert!(stats.cpu_usage > 0.0);
+        assert!(stats.load_avg.one > 0.0);
+        assert!(stats.load_avg.five > 0.0);
+        assert!(stats.load_avg.fifteen > 0.0);
+    }
+
+    #[tokio::test]
+    async fn test_normal_case() {
+        let collector = SystemStatsCollector::try_new().unwrap();
+        let stats = collector
+            .collect_and_report(Duration::from_millis(500))
+            .await;
+        check_system_stats(&stats);
+
+        let mut all_cpu_usages = Vec::with_capacity(5);
+        for _ in 0..5 {
+            let new_stats = collector
+                .collect_and_report(Duration::from_millis(200))
+                .await;
+            check_system_stats(&new_stats);
+            all_cpu_usages.push(new_stats.cpu_usage);
+        }
+
+        // Ensure the stats will be updated for every collection.
+        assert!(all_cpu_usages.into_iter().any(|v| v != stats.cpu_usage));
+    }
+}