diff --git a/src/client/src/tscSchemaUtil.c b/src/client/src/tscSchemaUtil.c
index 67352ca71cab03bb9cd2f6b920b97abebbe1420a..2ea382132b8de9a97bd75d1e80b03a6eb6131756 100644
--- a/src/client/src/tscSchemaUtil.c
+++ b/src/client/src/tscSchemaUtil.c
@@ -144,8 +144,9 @@ SNewVgroupInfo createNewVgroupInfo(SVgroupMsg *pVgroupMsg) {
   SNewVgroupInfo info = {0};
   info.numOfEps = pVgroupMsg->numOfEps;
   info.vgId     = pVgroupMsg->vgId;
-  info.inUse    = 0;
+  info.inUse    = 0;   // 0 is the default value of inUse in case of multiple replica
 
+  assert(info.numOfEps >= 1 && info.vgId >= 1);
   for(int32_t i = 0; i < pVgroupMsg->numOfEps; ++i) {
     tstrncpy(info.ep[i].fqdn, pVgroupMsg->epAddr[i].fqdn, TSDB_FQDN_LEN);
     info.ep[i].port = pVgroupMsg->epAddr[i].port;
diff --git a/src/client/src/tscServer.c b/src/client/src/tscServer.c
index f1c1d2da719d63973953382734489aeca1e58258..8889e25177fe23668c67bbba363e0efa06a017d2 100644
--- a/src/client/src/tscServer.c
+++ b/src/client/src/tscServer.c
@@ -34,6 +34,7 @@ int tscKeepConn[TSDB_SQL_MAX] = {0};
 TSKEY tscGetSubscriptionProgress(void* sub, int64_t uid, TSKEY dflt);
 void tscUpdateSubscriptionProgress(void* sub, int64_t uid, TSKEY ts);
 void tscSaveSubscriptionProgress(void* sub);
+static int32_t extractSTableQueryVgroupId(STableMetaInfo* pTableMetaInfo);
 
 static int32_t minMsgSize() { return tsRpcHeadSize + 100; }
 static int32_t getWaitingTimeInterval(int32_t count) {
@@ -78,7 +79,8 @@ static void tscEpSetHtons(SRpcEpSet *s) {
    for (int32_t i = 0; i < s->numOfEps; i++) {
       s->port[i] = htons(s->port[i]);    
    }
-} 
+}
+
 bool tscEpSetIsEqual(SRpcEpSet *s1, SRpcEpSet *s2) {
    if (s1->numOfEps != s2->numOfEps || s1->inUse != s2->inUse) {
      return false;
@@ -111,19 +113,22 @@ static void tscDumpEpSetFromVgroupInfo(SRpcEpSet *pEpSet, SNewVgroupInfo *pVgrou
   }
 }
 
-static void tscUpdateVgroupInfo(SSqlObj *pObj, SRpcEpSet *pEpSet) {
-  SSqlCmd *pCmd = &pObj->cmd;
+static void tscUpdateVgroupInfo(SSqlObj *pSql, SRpcEpSet *pEpSet) {
+  SSqlCmd *pCmd = &pSql->cmd;
   STableMetaInfo *pTableMetaInfo = tscGetTableMetaInfoFromCmd(pCmd, pCmd->clauseIndex, 0);
   if (pTableMetaInfo == NULL || pTableMetaInfo->pTableMeta == NULL) {
     return;
   }
 
-  int32_t vgId = pTableMetaInfo->pTableMeta->vgId;
+  int32_t vgId = -1;
   if (pTableMetaInfo->pTableMeta->tableType == TSDB_SUPER_TABLE) {
-    assert(vgId == 0);
-    return;
+    vgId = extractSTableQueryVgroupId(pTableMetaInfo);
+  } else {
+    vgId = pTableMetaInfo->pTableMeta->vgId;
   }
 
+  assert(vgId > 0);
+
   SNewVgroupInfo vgroupInfo = {.vgId = -1};
   taosHashGetClone(tscVgroupMap, &vgId, sizeof(vgId), NULL, &vgroupInfo, sizeof(SNewVgroupInfo));
   assert(vgroupInfo.numOfEps > 0 && vgroupInfo.vgId > 0);
@@ -138,6 +143,33 @@ static void tscUpdateVgroupInfo(SSqlObj *pObj, SRpcEpSet *pEpSet) {
 
   tscDebug("after: EndPoint in use:%d, numOfEps:%d", vgroupInfo.inUse, vgroupInfo.numOfEps);
   taosHashPut(tscVgroupMap, &vgId, sizeof(vgId), &vgroupInfo, sizeof(SNewVgroupInfo));
+
+  // Update the local cached epSet info cached by SqlObj
+  int32_t inUse = pSql->epSet.inUse;
+  tscDumpEpSetFromVgroupInfo(&pSql->epSet, &vgroupInfo);
+  tscDebug("%p update the epSet in SqlObj, in use before:%d, after:%d", pSql, inUse, pSql->epSet.inUse);
+
+}
+
+int32_t extractSTableQueryVgroupId(STableMetaInfo* pTableMetaInfo) {
+  assert(pTableMetaInfo != NULL);
+
+  int32_t vgIndex = pTableMetaInfo->vgroupIndex;
+  int32_t vgId = -1;
+
+  if (pTableMetaInfo->pVgroupTables == NULL) {
+    SVgroupsInfo *pVgroupInfo = pTableMetaInfo->vgroupList;
+    assert(pVgroupInfo->vgroups[vgIndex].vgId > 0 && vgIndex < pTableMetaInfo->vgroupList->numOfVgroups);
+    vgId = pVgroupInfo->vgroups[vgIndex].vgId;
+  } else {
+    int32_t numOfVgroups = (int32_t)taosArrayGetSize(pTableMetaInfo->pVgroupTables);
+    assert(vgIndex >= 0 && vgIndex < numOfVgroups);
+
+    SVgroupTableInfo *pTableIdList = taosArrayGet(pTableMetaInfo->pVgroupTables, vgIndex);
+    vgId = pTableIdList->vgInfo.vgId;
+  }
+
+  return vgId;
 }
 
 void tscProcessHeartBeatRsp(void *param, TAOS_RES *tres, int code) {
@@ -515,21 +547,22 @@ int tscBuildFetchMsg(SSqlObj *pSql, SSqlInfo *pInfo) {
   
   if (UTIL_TABLE_IS_SUPER_TABLE(pTableMetaInfo)) {
     int32_t vgIndex = pTableMetaInfo->vgroupIndex;
+    int32_t vgId = -1;
+
     if (pTableMetaInfo->pVgroupTables == NULL) {
       SVgroupsInfo *pVgroupInfo = pTableMetaInfo->vgroupList;
       assert(pVgroupInfo->vgroups[vgIndex].vgId > 0 && vgIndex < pTableMetaInfo->vgroupList->numOfVgroups);
-
-      pRetrieveMsg->header.vgId = htonl(pVgroupInfo->vgroups[vgIndex].vgId);
-      tscDebug("%p build fetch msg from vgId:%d, vgIndex:%d, qId:%" PRIu64, pSql, pVgroupInfo->vgroups[vgIndex].vgId, vgIndex, pSql->res.qId);
+      vgId = pVgroupInfo->vgroups[vgIndex].vgId;
     } else {
       int32_t numOfVgroups = (int32_t)taosArrayGetSize(pTableMetaInfo->pVgroupTables);
       assert(vgIndex >= 0 && vgIndex < numOfVgroups);
 
       SVgroupTableInfo* pTableIdList = taosArrayGet(pTableMetaInfo->pVgroupTables, vgIndex);
-
-      pRetrieveMsg->header.vgId = htonl(pTableIdList->vgInfo.vgId);
-      tscDebug("%p build fetch msg from vgId:%d, vgIndex:%d, qId:%" PRIu64, pSql, pTableIdList->vgInfo.vgId, vgIndex, pSql->res.qId);
+      vgId = pTableIdList->vgInfo.vgId;
     }
+
+    pRetrieveMsg->header.vgId = htonl(vgId);
+    tscDebug("%p build fetch msg from vgId:%d, vgIndex:%d, qId:%" PRIu64, pSql, vgId, vgIndex, pSql->res.qId);
   } else {
     STableMeta* pTableMeta = pTableMetaInfo->pTableMeta;
     pRetrieveMsg->header.vgId = htonl(pTableMeta->vgId);
@@ -1980,7 +2013,7 @@ int tscProcessTableMetaRsp(SSqlObj *pSql) {
         (vgroupInfo.inUse < 0)) {  // vgroup info exists, compare with it
       vgroupInfo = createNewVgroupInfo(&pMetaMsg->vgroup);
       taosHashPut(tscVgroupMap, &vgId, sizeof(vgId), &vgroupInfo, sizeof(vgroupInfo));
-      tscDebug("add new VgroupInfo, vgId:%d, total:%d", vgId, (int32_t) taosHashGetSize(tscVgroupMap));
+      tscDebug("add new VgroupInfo, vgId:%d, total cached:%d", vgId, (int32_t) taosHashGetSize(tscVgroupMap));
     }
   }
 
@@ -2132,18 +2165,33 @@ int tscProcessSTableVgroupRsp(SSqlObj *pSql) {
       tscError("%p empty vgroup info", pSql);
     } else {
       for (int32_t j = 0; j < pInfo->vgroupList->numOfVgroups; ++j) {
-        //just init, no need to lock
-        SVgroupInfo *pVgroups = &pInfo->vgroupList->vgroups[j];
+        // just init, no need to lock
+        SVgroupInfo *pVgroup = &pInfo->vgroupList->vgroups[j];
 
         SVgroupMsg *vmsg = &pVgroupMsg->vgroups[j];
-        pVgroups->vgId = htonl(vmsg->vgId);
-        pVgroups->numOfEps = vmsg->numOfEps;
+        vmsg->vgId     = htonl(vmsg->vgId);
+        vmsg->numOfEps = vmsg->numOfEps;
+        for (int32_t k = 0; k < vmsg->numOfEps; ++k) {
+          vmsg->epAddr[k].port = htons(vmsg->epAddr[k].port);
+        }
+
+        SNewVgroupInfo newVi = createNewVgroupInfo(vmsg);
+        pVgroup->numOfEps = newVi.numOfEps;
+        pVgroup->vgId = newVi.vgId;
+        for (int32_t k = 0; k < vmsg->numOfEps; ++k) {
+          pVgroup->epAddr[k].port = newVi.ep[k].port;
+          pVgroup->epAddr[k].fqdn = strndup(newVi.ep[k].fqdn, TSDB_FQDN_LEN);
+        }
 
-        assert(pVgroups->numOfEps >= 1 && pVgroups->vgId >= 1);
+        // check if current buffer contains the vgroup info.
+        // If not, add it
+        SNewVgroupInfo existVgroupInfo = {.inUse = -1};
+        taosHashGetClone(tscVgroupMap, &newVi.vgId, sizeof(newVi.vgId), NULL, &existVgroupInfo, sizeof(SNewVgroupInfo));
 
-        for (int32_t k = 0; k < pVgroups->numOfEps; ++k) {
-          pVgroups->epAddr[k].port = htons(vmsg->epAddr[k].port);
-          pVgroups->epAddr[k].fqdn = strndup(vmsg->epAddr[k].fqdn, tListLen(vmsg->epAddr[k].fqdn));
+        if (((existVgroupInfo.inUse >= 0) && !vgroupInfoIdentical(&existVgroupInfo, vmsg)) ||
+            (existVgroupInfo.inUse < 0)) {  // vgroup info exists, compare with it
+          taosHashPut(tscVgroupMap, &newVi.vgId, sizeof(newVi.vgId), &newVi, sizeof(newVi));
+          tscDebug("add new VgroupInfo, vgId:%d, total cached:%d", newVi.vgId, (int32_t) taosHashGetSize(tscVgroupMap));
         }
       }
     }
diff --git a/src/rpc/src/rpcMain.c b/src/rpc/src/rpcMain.c
index 133ae6d0abbc77e141c6aef7835428b841c4988e..7205bafd7d01ede8f11233e7554b7082ae3d53c7 100644
--- a/src/rpc/src/rpcMain.c
+++ b/src/rpc/src/rpcMain.c
@@ -295,7 +295,7 @@ void *rpcOpen(const SRpcInit *pInit) {
       return NULL;
     }
   } else {
-    pRpc->pCache = rpcOpenConnCache(pRpc->sessions, rpcCloseConn, pRpc->tmrCtrl, pRpc->idleTime); 
+    pRpc->pCache = rpcOpenConnCache(pRpc->sessions, rpcCloseConn, pRpc->tmrCtrl, pRpc->idleTime*30); 
     if ( pRpc->pCache == NULL ) {
       tError("%s failed to init connection cache", pRpc->label);
       rpcClose(pRpc);
@@ -470,7 +470,7 @@ void rpcSendResponse(const SRpcMsg *pRsp) {
   taosTmrStopA(&pConn->pTimer);
 
   // set the idle timer to monitor the activity
-  taosTmrReset(rpcProcessIdleTimer, pRpc->idleTime, pConn, pRpc->tmrCtrl, &pConn->pIdleTimer);
+  taosTmrReset(rpcProcessIdleTimer, pRpc->idleTime*30, pConn, pRpc->tmrCtrl, &pConn->pIdleTimer);
   rpcSendMsgToPeer(pConn, msg, msgLen);
 
   // if not set to secured, set it expcet NOT_READY case, since client wont treat it as secured
@@ -1367,7 +1367,7 @@ static void rpcProcessConnError(void *param, void *id) {
   
   tDebug("%s %p, connection error happens", pRpc->label, pContext->ahandle);
 
-  if (pContext->numOfTry >= pContext->epSet.numOfEps) {
+  if (pContext->numOfTry >= pContext->epSet.numOfEps || pContext->msgType == TSDB_MSG_TYPE_FETCH) {
     rpcMsg.msgType = pContext->msgType+1;
     rpcMsg.ahandle = pContext->ahandle;
     rpcMsg.code = pContext->code;