diff --git a/source/libs/sync/inc/syncUtil.h b/source/libs/sync/inc/syncUtil.h
index ce6ff25c89a1526785c4e4040a87c3d3b828acc4..f198f3809d7eaa307a189487e74077009f64bb4d 100644
--- a/source/libs/sync/inc/syncUtil.h
+++ b/source/libs/sync/inc/syncUtil.h
@@ -94,11 +94,12 @@ void syncLogRecvLocalCmd(SSyncNode* pSyncNode, const SyncLocalCmd* pMsg, const c
 void syncLogSendAppendEntriesReply(SSyncNode* pSyncNode, const SyncAppendEntriesReply* pMsg, const char* s);
 void syncLogRecvAppendEntriesReply(SSyncNode* pSyncNode, const SyncAppendEntriesReply* pMsg, const char* s);
 
-void syncLogSendHeartbeat(SSyncNode* pSyncNode, const SyncHeartbeat* pMsg, bool printX, int64_t timerElapsed, int64_t execTime);
-void syncLogRecvHeartbeat(SSyncNode* pSyncNode, const SyncHeartbeat* pMsg, int64_t timeDiff);
+void syncLogSendHeartbeat(SSyncNode* pSyncNode, const SyncHeartbeat* pMsg, bool printX, int64_t timerElapsed,
+                          int64_t execTime);
+void syncLogRecvHeartbeat(SSyncNode* pSyncNode, const SyncHeartbeat* pMsg, int64_t timeDiff, const char* s);
 
 void syncLogSendHeartbeatReply(SSyncNode* pSyncNode, const SyncHeartbeatReply* pMsg, const char* s);
-void syncLogRecvHeartbeatReply(SSyncNode* pSyncNode, const SyncHeartbeatReply* pMsg, int64_t timeDiff);
+void syncLogRecvHeartbeatReply(SSyncNode* pSyncNode, const SyncHeartbeatReply* pMsg, int64_t timeDiff, const char* s);
 
 void syncLogSendSyncPreSnapshot(SSyncNode* pSyncNode, const SyncPreSnapshot* pMsg, const char* s);
 void syncLogRecvSyncPreSnapshot(SSyncNode* pSyncNode, const SyncPreSnapshot* pMsg, const char* s);
diff --git a/source/libs/sync/src/syncMain.c b/source/libs/sync/src/syncMain.c
index 9d85943c362cb38e5c4437668ca85c3dcc3c2a65..3f0d6b935fc8281bbaee926f2b84dfacf9b60d77 100644
--- a/source/libs/sync/src/syncMain.c
+++ b/source/libs/sync/src/syncMain.c
@@ -2266,9 +2266,13 @@ static int32_t syncNodeAppendNoop(SSyncNode* ths) {
 int32_t syncNodeOnHeartbeat(SSyncNode* ths, const SRpcMsg* pRpcMsg) {
   SyncHeartbeat* pMsg = pRpcMsg->pCont;
 
+  const STraceId* trace = &pRpcMsg->info.traceId;
+  char            tbuf[40] = {0};
+  TRACE_TO_STR(trace, tbuf);
+
   int64_t tsMs = taosGetTimestampMs();
   int64_t timeDiff = tsMs - pMsg->timeStamp;
-  syncLogRecvHeartbeat(ths, pMsg, timeDiff);
+  syncLogRecvHeartbeat(ths, pMsg, timeDiff, tbuf);
 
   SRpcMsg rpcMsg = {0};
   (void)syncBuildHeartbeatReply(&rpcMsg, ths->vgId);
@@ -2343,9 +2347,13 @@ int32_t syncNodeOnHeartbeat(SSyncNode* ths, const SRpcMsg* pRpcMsg) {
 int32_t syncNodeOnHeartbeatReply(SSyncNode* ths, const SRpcMsg* pRpcMsg) {
   SyncHeartbeatReply* pMsg = pRpcMsg->pCont;
 
+  const STraceId* trace = &pRpcMsg->info.traceId;
+  char            tbuf[40] = {0};
+  TRACE_TO_STR(trace, tbuf);
+
   int64_t tsMs = taosGetTimestampMs();
   int64_t timeDiff = tsMs - pMsg->timeStamp;
-  syncLogRecvHeartbeatReply(ths, pMsg, timeDiff);
+  syncLogRecvHeartbeatReply(ths, pMsg, timeDiff, tbuf);
 
   // update last reply time, make decision whether the other node is alive or not
   syncIndexMgrSetRecvTime(ths->pMatchIndex, &pMsg->srcId, tsMs);
diff --git a/source/libs/sync/src/syncUtil.c b/source/libs/sync/src/syncUtil.c
index 4cd3a532838c82f3f04e358a042175d20485ae38..ecaa9c92b8f2b5b7d8606edbfc92375cec8e0934 100644
--- a/source/libs/sync/src/syncUtil.c
+++ b/source/libs/sync/src/syncUtil.c
@@ -464,7 +464,7 @@ void syncLogSendHeartbeat(SSyncNode* pSyncNode, const SyncHeartbeat* pMsg, bool
   }
 }
 
-void syncLogRecvHeartbeat(SSyncNode* pSyncNode, const SyncHeartbeat* pMsg, int64_t timeDiff) {
+void syncLogRecvHeartbeat(SSyncNode* pSyncNode, const SyncHeartbeat* pMsg, int64_t timeDiff, const char* s) {
   if (timeDiff > SYNC_HEARTBEAT_SLOW_MS) {
     pSyncNode->hbSlowNum++;
 
@@ -473,8 +473,8 @@ void syncLogRecvHeartbeat(SSyncNode* pSyncNode, const SyncHeartbeat* pMsg, int64
     syncUtilU642Addr(pMsg->srcId.addr, host, sizeof(host), &port);
     sNInfo(pSyncNode,
            "recv sync-heartbeat from %s:%d slow {term:%" PRId64 ", cmt:%" PRId64 ", min-match:%" PRId64 ", ts:%" PRId64
-           "}, net elapsed:%" PRId64,
-           host, port, pMsg->term, pMsg->commitIndex, pMsg->minMatchIndex, pMsg->timeStamp, timeDiff);
+           "}, %s, net elapsed:%" PRId64,
+           host, port, pMsg->term, pMsg->commitIndex, pMsg->minMatchIndex, pMsg->timeStamp, s, timeDiff);
   }
 
   if (!(sDebugFlag & DEBUG_TRACE)) return;
@@ -484,8 +484,8 @@ void syncLogRecvHeartbeat(SSyncNode* pSyncNode, const SyncHeartbeat* pMsg, int64
   syncUtilU642Addr(pMsg->srcId.addr, host, sizeof(host), &port);
   sNTrace(pSyncNode,
           "recv sync-heartbeat from %s:%d {term:%" PRId64 ", cmt:%" PRId64 ", min-match:%" PRId64 ", ts:%" PRId64
-          "}, net elapsed:%" PRId64,
-          host, port, pMsg->term, pMsg->commitIndex, pMsg->minMatchIndex, pMsg->timeStamp, timeDiff);
+          "}, %s, net elapsed:%" PRId64,
+          host, port, pMsg->term, pMsg->commitIndex, pMsg->minMatchIndex, pMsg->timeStamp, s, timeDiff);
 }
 
 void syncLogSendHeartbeatReply(SSyncNode* pSyncNode, const SyncHeartbeatReply* pMsg, const char* s) {
@@ -499,7 +499,7 @@ void syncLogSendHeartbeatReply(SSyncNode* pSyncNode, const SyncHeartbeatReply* p
           pMsg->term, pMsg->timeStamp, s);
 }
 
-void syncLogRecvHeartbeatReply(SSyncNode* pSyncNode, const SyncHeartbeatReply* pMsg, int64_t timeDiff) {
+void syncLogRecvHeartbeatReply(SSyncNode* pSyncNode, const SyncHeartbeatReply* pMsg, int64_t timeDiff, const char* s) {
   if (timeDiff > SYNC_HEARTBEAT_REPLY_SLOW_MS) {
     pSyncNode->hbrSlowNum++;
 
@@ -507,8 +507,8 @@ void syncLogRecvHeartbeatReply(SSyncNode* pSyncNode, const SyncHeartbeatReply* p
     uint16_t port;
     syncUtilU642Addr(pMsg->srcId.addr, host, sizeof(host), &port);
     sNTrace(pSyncNode,
-            "recv sync-heartbeat-reply from %s:%d slow {term:%" PRId64 ", ts:%" PRId64 "}, net elapsed:%" PRId64, host,
-            port, pMsg->term, pMsg->timeStamp, timeDiff);
+            "recv sync-heartbeat-reply from %s:%d slow {term:%" PRId64 ", ts:%" PRId64 "}, %s, net elapsed:%" PRId64,
+            host, port, pMsg->term, pMsg->timeStamp, s, timeDiff);
   }
 
   if (!(sDebugFlag & DEBUG_TRACE)) return;
@@ -516,8 +516,9 @@ void syncLogRecvHeartbeatReply(SSyncNode* pSyncNode, const SyncHeartbeatReply* p
   char     host[64];
   uint16_t port;
   syncUtilU642Addr(pMsg->srcId.addr, host, sizeof(host), &port);
-  sNTrace(pSyncNode, "recv sync-heartbeat-reply from %s:%d {term:%" PRId64 ", ts:%" PRId64 "}, net elapsed:%" PRId64,
-          host, port, pMsg->term, pMsg->timeStamp, timeDiff);
+  sNTrace(pSyncNode,
+          "recv sync-heartbeat-reply from %s:%d {term:%" PRId64 ", ts:%" PRId64 "}, %s, net elapsed:%" PRId64, host,
+          port, pMsg->term, pMsg->timeStamp, s, timeDiff);
 }
 
 void syncLogSendSyncPreSnapshot(SSyncNode* pSyncNode, const SyncPreSnapshot* pMsg, const char* s) {