diff --git a/doc/config.toml b/doc/config.toml
index 5c08da7..2568600 100644
--- a/doc/config.toml
+++ b/doc/config.toml
@@ -18,6 +18,9 @@ addr = "https://api.optimatist.com"
 # in seconds
 heartbeat_interval = 1
 instance_id_file = "/etc/psh/instance.id"
+max_retries = 3
+# in seconds
+base_delay = 1
 
 [remote.rpc.data_export]
 buf_size = 4096
diff --git a/src/config.rs b/src/config.rs
index 644adff..0347412 100644
--- a/src/config.rs
+++ b/src/config.rs
@@ -16,6 +16,7 @@ use std::{fs, path::Path};
 
 use anyhow::Result;
 use serde::Deserialize;
+use std::time::Duration;
 
 const TEMPLATE: &str = include_str!("../doc/config.toml");
 
@@ -56,6 +57,17 @@ pub struct RpcConfig {
     pub heartbeat_interval: u64,
     pub instance_id_file: String,
     pub data_export: DataExportConfig,
+    pub max_retries: Option<u32>,
+    #[serde(deserialize_with = "deserialize_duration")]
+    pub base_delay: Option<Duration>,
+}
+
+fn deserialize_duration<'de, D>(deserializer: D) -> Result<Option<Duration>, D::Error>
+where
+    D: serde::Deserializer<'de>,
+{
+    let seconds: u64 = serde::Deserialize::deserialize(deserializer)?;
+    Ok(Some(Duration::from_secs(seconds)))
 }
 
 #[derive(Deserialize)]
diff --git a/src/services/rpc.rs b/src/services/rpc.rs
index b1fcb43..bd648f6 100644
--- a/src/services/rpc.rs
+++ b/src/services/rpc.rs
@@ -18,6 +18,9 @@ use psh_proto::{
     ExportDataReq, GetTaskReq, HeartbeatReq, TaskDoneReq, Unit,
     psh_service_client::PshServiceClient,
 };
+use std::time::Duration;
+use tokio::time::sleep;
+use tonic::Code;
 use tonic::{
     Request,
     transport::{Channel, ClientTlsConfig, Endpoint},
@@ -29,6 +32,8 @@ use crate::{config::RpcConfig, runtime::Task, services::host_info::new_info_req}
 pub struct RpcClient {
     token: String,
     client: PshServiceClient<Channel>,
+    max_retries: u32,
+    base_delay: Duration,
 }
 
 fn into_req<T>(message: T, token: &str) -> Result<Request<T>> {
@@ -38,12 +43,69 @@ fn into_req<T>(message: T, token: &str) -> Result<Request<T>> {
     Ok(req)
 }
 
+async fn retry_with_backoff<F, T>(
+    max_retries: u32,
+    base_delay: Duration,
+    mut operation: F,
+) -> Result<T, tonic::Status>
+where
+    F: AsyncFnMut() -> Result<T, tonic::Status>,
+{
+    let mut attempts = 0;
+    loop {
+        match operation().await {
+            Ok(resp) => break Ok(resp),
+            Err(status) => {
+                attempts += 1;
+                if attempts >= max_retries {
+                    tracing::error!("RpcClient max retries reached after {} attempts", attempts);
+                    break Err(status);
+                }
+
+                let retry_delay = base_delay * (2_u32.pow(attempts - 1));
+
+                if status.code() == Code::Unknown && status.message().contains("transport error") {
+                    tracing::warn!(
+                        "RpcClient transport error detected (attempt {}/{}), retrying in {:?}...",
+                        attempts,
+                        max_retries,
+                        retry_delay
+                    );
+                    sleep(retry_delay).await;
+                    continue;
+                }
+                break Err(status);
+            }
+        }
+    }
+}
+
 impl RpcClient {
     pub async fn new(config: &RpcConfig, token: String) -> Result<Self> {
         let ep = Endpoint::from_shared(config.addr.clone())?
+            // 连接相关设置
+            .connect_timeout(Duration::from_secs(5))
+            .timeout(Duration::from_secs(30))
+            // TCP 相关设置
+            .tcp_keepalive(Some(Duration::from_secs(60)))
+            .tcp_nodelay(true)
+            // HTTP/2相关设置
+            .http2_keep_alive_interval(Duration::from_secs(30))
+            .keep_alive_while_idle(true)
+            // 并发和限流
+            .concurrency_limit(256)
+            .rate_limit(5, Duration::from_secs(1))
+            // TLS 配置
             .tls_config(ClientTlsConfig::new().with_native_roots())?;
+
         let client: PshServiceClient<Channel> = PshServiceClient::connect(ep).await?;
-        Ok(Self { token, client })
+
+        Ok(Self {
+            token,
+            client,
+            max_retries: config.max_retries.unwrap_or(3),
+            base_delay: config.base_delay.unwrap_or(Duration::from_secs(1)),
+        })
     }
 
     pub async fn send_host_info(&mut self, instance_id: String) -> Result<()> {
@@ -58,18 +120,31 @@ impl RpcClient {
         self.client.export_data(req).await?;
         Ok(())
     }
-
     pub async fn heartbeat(&mut self, message: HeartbeatReq) -> Result<()> {
-        let req = into_req(message, &self.token)?;
-        self.client.heartbeat(req).await?;
+        let token = &self.token;
+
+        retry_with_backoff(self.max_retries, self.base_delay, async || {
+            let req = into_req(message.clone(), token)
+                .map_err(|e| tonic::Status::invalid_argument(e.to_string()))?;
+            self.client.heartbeat(req).await
+        })
+        .await?;
         Ok(())
     }
 
     pub async fn get_task(&mut self, instance_id: String) -> Result<Option<Task>> {
-        let req = into_req(GetTaskReq { instance_id }, &self.token)?;
+        let get_task_req = GetTaskReq { instance_id };
+        let token = &self.token;
 
-        let Some(task) = self.client.get_task(req).await?.into_inner().task else {
-            return Ok(None);
+        let response = retry_with_backoff(self.max_retries, self.base_delay, async || {
+            let req = into_req(get_task_req.clone(), token)
+                .map_err(|e| tonic::Status::invalid_argument(e.to_string()))?;
+            self.client.get_task(req).await
+        })
+        .await?;
+        let task = match response.into_inner().task {
+            Some(task) => task,
+            None => return Ok(None),
         };
 
         let end_time = match Utc.timestamp_millis_opt(task.end_time as _) {