diff --git a/Cargo.lock b/Cargo.lock
index 67ce2ff..2c0c319 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1248,6 +1248,15 @@ dependencies = [
  "syn 1.0.109",
 ]
 
+[[package]]
+name = "num_threads"
+version = "0.1.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5c7398b9c8b70908f6371f47ed36737907c87c52af34c268fed0bf0ceb92ead9"
+dependencies = [
+ "libc",
+]
+
 [[package]]
 name = "object"
 version = "0.31.1"
@@ -2177,6 +2186,7 @@ dependencies = [
  "skywalking-php-worker",
  "systemstat",
  "thiserror",
+ "time",
  "tokio",
  "tokio-stream",
  "tonic",
@@ -2375,8 +2385,12 @@ version = "0.3.23"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "59e399c068f43a5d116fedaf73b203fa4f9c519f17e2b34f63221d3792f81446"
 dependencies = [
+ "itoa",
+ "libc",
+ "num_threads",
  "serde",
  "time-core",
+ "time-macros",
 ]
 
 [[package]]
@@ -2385,6 +2399,15 @@ version = "0.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7300fbefb4dadc1af235a9cef3737cea692a9d97e1b9cbcd4ebdae6f8868e6fb"
 
+[[package]]
+name = "time-macros"
+version = "0.2.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "96ba15a897f3c86766b757e5ac7221554c6750054d74d5b28844fce5fb36a6c4"
+dependencies = [
+ "time-core",
+]
+
 [[package]]
 name = "tinyvec"
 version = "1.6.0"
@@ -2652,6 +2675,7 @@ dependencies = [
  "sharded-slab",
  "smallvec",
  "thread_local",
+ "time",
  "tracing",
  "tracing-core",
  "tracing-log",
diff --git a/Cargo.toml b/Cargo.toml
index 2437f62..60818e5 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -66,8 +66,9 @@ tokio = { version = "1.29.1", features = ["full"] }
 tokio-stream = "0.1.14"
 tonic = { version = "0.8.3", features = ["tls", "tls-roots"] }
 tracing = { version = "0.1.37", features = ["attributes"] }
-tracing-subscriber = { version = "0.3.17", features = ["env-filter"] }
+tracing-subscriber = { version = "0.3.17", features = ["env-filter", "time", "local-time"] }
 url = "2.4.0"
+time = { version = "0.3", features = ["formatting"] }
 
 [dev-dependencies]
 axum = "0.6.19"
diff --git a/dist-material/LICENSE b/dist-material/LICENSE
index 6ff7c00..7e54a95 100644
--- a/dist-material/LICENSE
+++ b/dist-material/LICENSE
@@ -362,6 +362,7 @@ The text of each license is also included in licenses/LICENSE-[project].txt.
     https://crates.io/crates/native-tls/0.2.11 0.2.11 Apache-2.0 OR MIT
     https://crates.io/crates/num-traits/0.2.16 0.2.16 Apache-2.0 OR MIT
     https://crates.io/crates/num_cpus/1.16.0 1.16.0 Apache-2.0 OR MIT
+    https://crates.io/crates/num_threads/0.1.7 0.1.7 Apache-2.0 OR MIT
     https://crates.io/crates/object/0.31.1 0.31.1 Apache-2.0 OR MIT
     https://crates.io/crates/once_cell/1.18.0 1.18.0 Apache-2.0 OR MIT
     https://crates.io/crates/openssl-macros/0.1.1 0.1.1 Apache-2.0 OR MIT
@@ -426,6 +427,7 @@ The text of each license is also included in licenses/LICENSE-[project].txt.
     https://crates.io/crates/thread_local/1.1.4 1.1.4 Apache-2.0 OR MIT
     https://crates.io/crates/time/0.3.23 0.3.23 Apache-2.0 OR MIT
     https://crates.io/crates/time-core/0.1.1 0.1.1 Apache-2.0 OR MIT
+    https://crates.io/crates/time-macros/0.2.10 0.2.10 Apache-2.0 OR MIT
     https://crates.io/crates/tokio-io-timeout/1.2.0 1.2.0 Apache-2.0 OR MIT
     https://crates.io/crates/tokio-rustls/0.23.4 0.23.4 Apache-2.0 OR MIT
     https://crates.io/crates/toml_datetime/0.6.3 0.6.3 Apache-2.0 OR MIT
diff --git a/src/module.rs b/src/module.rs
index 36a7d74..3acb497 100644
--- a/src/module.rs
+++ b/src/module.rs
@@ -35,8 +35,9 @@ use std::{
     str::FromStr,
     time::SystemTime,
 };
+use time::format_description::well_known::Rfc3339;
 use tracing::{debug, error, info, metadata::LevelFilter};
-use tracing_subscriber::{EnvFilter, FmtSubscriber};
+use tracing_subscriber::{fmt::time::OffsetTime, EnvFilter, FmtSubscriber};
 
 static IS_ENABLE: Lazy<bool> = Lazy::new(|| {
     if !ini_get::<bool>(SKYWALKING_AGENT_ENABLE) {
@@ -255,7 +256,7 @@ fn try_init_logger() -> anyhow::Result<()> {
         .unwrap_or_default();
     let log_file = log_file.trim();
     if log_file.is_empty() {
-        bail!("log file cant't be empty when log enabled");
+        bail!("log file can't be empty when log enabled");
     }
 
     let path = Path::new(log_file);
@@ -277,6 +278,10 @@ fn try_init_logger() -> anyhow::Result<()> {
         .with_env_filter(filter)
         .with_ansi(false)
         .with_writer(file)
+        .with_timer(
+            OffsetTime::local_rfc_3339()
+                .unwrap_or_else(|_| OffsetTime::new(time::UtcOffset::UTC, Rfc3339)),
+        )
         .finish();
 
     tracing::subscriber::set_global_default(subscriber)?;