diff --git a/mindspore/ccsrc/ps/core/abstract_node.cc b/mindspore/ccsrc/ps/core/abstract_node.cc
index 01f8edf32d..0e867dd767 100644
--- a/mindspore/ccsrc/ps/core/abstract_node.cc
+++ b/mindspore/ccsrc/ps/core/abstract_node.cc
@@ -418,14 +418,18 @@ bool AbstractNode::InitClientToScheduler() {
   client_to_scheduler_ = std::make_shared<TcpClient>(scheduler_host, scheduler_port);
   client_to_scheduler_->SetMessageCallback(
     [&](std::shared_ptr<MessageMeta> meta, const Protos &protos, const void *data, size_t size) {
-      if (handlers_.count(meta->cmd()) == 0) {
-        MS_LOG(EXCEPTION) << "The cmd:" << meta->cmd() << " is not supported!";
-      }
-      if (handlers_[meta->cmd()] != nullptr) {
-        const auto &handler_ptr = handlers_[meta->cmd()];
-        (this->*handler_ptr)(meta, data, size);
+      try {
+        if (handlers_.count(meta->cmd()) == 0) {
+          MS_LOG(EXCEPTION) << "The cmd:" << meta->cmd() << " is not supported!";
+        }
+        if (handlers_[meta->cmd()] != nullptr) {
+          const auto &handler_ptr = handlers_[meta->cmd()];
+          (this->*handler_ptr)(meta, data, size);
+        }
+        NotifyMessageArrival(meta);
+      } catch (const std::exception &e) {
+        MsException::Instance().SetException();
       }
-      NotifyMessageArrival(meta);
     });
 
   client_to_scheduler_->Init();
diff --git a/mindspore/ccsrc/ps/core/abstract_node.h b/mindspore/ccsrc/ps/core/abstract_node.h
index 434df7160e..c803f8ecd6 100644
--- a/mindspore/ccsrc/ps/core/abstract_node.h
+++ b/mindspore/ccsrc/ps/core/abstract_node.h
@@ -26,6 +26,7 @@
 
 #include "ps/core/node.h"
 #include "ps/core/message.h"
+#include "utils/ms_exception.h"
 
 namespace mindspore {
 namespace ps {
diff --git a/mindspore/ccsrc/ps/core/server_node.cc b/mindspore/ccsrc/ps/core/server_node.cc
index c10ba5ebe6..6f50e3eb05 100644
--- a/mindspore/ccsrc/ps/core/server_node.cc
+++ b/mindspore/ccsrc/ps/core/server_node.cc
@@ -40,6 +40,7 @@ bool ServerNode::Start(const uint32_t &timeout) {
     FetchServers(client_to_scheduler_);
     MS_LOG(INFO) << "Server node get all the servers address successful!";
   }
+  MsException::Instance().CheckException();
   MS_LOG(INFO) << "Start the node is successful!";
   return true;
 }
diff --git a/mindspore/ccsrc/ps/core/tcp_client.cc b/mindspore/ccsrc/ps/core/tcp_client.cc
index 7a8094be4c..2d4e2afe0b 100644
--- a/mindspore/ccsrc/ps/core/tcp_client.cc
+++ b/mindspore/ccsrc/ps/core/tcp_client.cc
@@ -141,17 +141,9 @@ void TcpClient::StartWithDelay(int seconds) {
 void TcpClient::Stop() {
   std::lock_guard<std::mutex> lock(connection_mutex_);
   MS_LOG(INFO) << "Stop tcp client!";
-  if (event_base_got_break(event_base_)) {
-    MS_LOG(DEBUG) << "The event base has stopped!";
-    is_stop_ = true;
-    return;
-  }
-  if (!is_stop_.load()) {
-    is_stop_ = true;
-    int ret = event_base_loopbreak(event_base_);
-    if (ret != 0) {
-      MS_LOG(ERROR) << "Event base loop break failed!";
-    }
+  int ret = event_base_loopbreak(event_base_);
+  if (ret != 0) {
+    MS_LOG(ERROR) << "Event base loop break failed!";
   }
 }
 
diff --git a/mindspore/ccsrc/ps/core/worker_node.cc b/mindspore/ccsrc/ps/core/worker_node.cc
index 11216a7ce8..391c8dc546 100644
--- a/mindspore/ccsrc/ps/core/worker_node.cc
+++ b/mindspore/ccsrc/ps/core/worker_node.cc
@@ -41,6 +41,7 @@ bool WorkerNode::Start(const uint32_t &timeout) {
     FetchServers(client_to_scheduler_);
     MS_LOG(INFO) << "Worker node get all the servers address successful!";
   }
+  MsException::Instance().CheckException();
   MS_LOG(INFO) << "The Worker node has successfully started.";
   return true;
 }
@@ -59,23 +60,17 @@ void WorkerNode::Initialize() {
 }
 
 bool WorkerNode::Stop() {
-  MS_LOG(INFO) << "Stop worker node!";
   if (!is_already_stopped_.load()) {
+    MS_LOG(INFO) << "Stop worker node!";
     is_ready_ = true;
     is_timeout_ = true;
     is_finish_ = true;
-    if (heart_beat_thread_->joinable()) {
-      heart_beat_thread_->join();
-    }
     client_to_scheduler_->Stop();
     if (!connected_nodes_.empty()) {
       for (auto &connected_node : connected_nodes_) {
         connected_node.second->Stop();
       }
     }
-    if (client_to_scheduler_thread_->joinable()) {
-      client_to_scheduler_thread_->join();
-    }
     is_already_stopped_ = true;
   }
   return true;