diff --git a/source/libs/executor/inc/executorimpl.h b/source/libs/executor/inc/executorimpl.h
index 73a30a62f5..ebf3d83a1a 100644
--- a/source/libs/executor/inc/executorimpl.h
+++ b/source/libs/executor/inc/executorimpl.h
@@ -372,11 +372,14 @@ typedef struct STaskParam {
 
 typedef struct SExchangeInfo {
   SArray            *pSources;
-  uint64_t           bytes;   // total load bytes from remote
   tsem_t             ready;
   void              *pTransporter;
   SRetrieveTableRsp *pRsp;
   SSDataBlock       *pResult;
+  int32_t            current;
+  uint64_t           rowsOfCurrentSource;
+  uint64_t           bytes;   // total load bytes from remote
+  uint64_t           totalRows;
 } SExchangeInfo;
 
 typedef struct STableScanInfo {
diff --git a/source/libs/executor/src/executorimpl.c b/source/libs/executor/src/executorimpl.c
index e963c49c86..02827ec32c 100644
--- a/source/libs/executor/src/executorimpl.c
+++ b/source/libs/executor/src/executorimpl.c
@@ -5144,72 +5144,110 @@ static SSDataBlock* doLoadRemoteData(void* param, bool* newgroup) {
   SExecTaskInfo *pTaskInfo = pOperator->pTaskInfo;
 
   *newgroup = false;
-  if (pExchangeInfo->pRsp != NULL && pExchangeInfo->pRsp->completed == 1) {
+
+  size_t totalSources = taosArrayGetSize(pExchangeInfo->pSources);
+  if (pExchangeInfo->current >= totalSources) {
     return NULL;
   }
 
-  SResFetchReq *pMsg = calloc(1, sizeof(SResFetchReq));
-  if (NULL == pMsg) {  // todo handle malloc error
-    pTaskInfo->code = TSDB_CODE_QRY_OUT_OF_MEMORY;
-    goto _error;
-  }
+  SResFetchReq* pMsg = NULL;
+  SMsgSendInfo* pMsgSendInfo = NULL;
 
-  SDownstreamSource* pSource = taosArrayGet(pExchangeInfo->pSources, 0);
-  SEpSet epSet = {0};
-
-  epSet.numOfEps = pSource->addr.numOfEps;
-  epSet.port[0] = pSource->addr.epAddr[0].port;
-  tstrncpy(epSet.fqdn[0], pSource->addr.epAddr[0].fqdn, tListLen(epSet.fqdn[0]));
-
-  pMsg->header.vgId = htonl(pSource->addr.nodeId);
-  pMsg->sId         = htobe64(pSource->schedId);
-  pMsg->taskId      = htobe64(pSource->taskId);
-  pMsg->queryId     = htobe64(pTaskInfo->id.queryId);
-
-  // send the fetch remote task result reques
-  SMsgSendInfo* pMsgSendInfo = calloc(1, sizeof(SMsgSendInfo));
-  if (NULL == pMsgSendInfo) {
-    qError("QID:%"PRIx64" calloc %d failed", GET_TASKID(pTaskInfo), (int32_t)sizeof(SMsgSendInfo));
-    pTaskInfo->code = TSDB_CODE_QRY_OUT_OF_MEMORY;
-    goto _error;
-  }
-
-  pMsgSendInfo->param = pExchangeInfo;
-  pMsgSendInfo->msgInfo.pData = pMsg;
-  pMsgSendInfo->msgInfo.len = sizeof(SResFetchReq);
-  pMsgSendInfo->msgType = TDMT_VND_FETCH;
-  pMsgSendInfo->fp = loadRemoteDataCallback;
-
-  int64_t  transporterId = 0;
-  int32_t code = asyncSendMsgToServer(pExchangeInfo->pTransporter, &epSet, &transporterId, pMsgSendInfo);
-  tsem_wait(&pExchangeInfo->ready);
-
-  if (pExchangeInfo->pRsp->numOfRows == 0) {
-    return NULL;
-  }
-
-  SSDataBlock* pRes = pExchangeInfo->pResult;
-  char* pData = pExchangeInfo->pRsp->data;
-
-  for(int32_t i = 0; i < pOperator->numOfOutput; ++i) {
-    SColumnInfoData* pColInfoData = taosArrayGet(pRes->pDataBlock, i);
-    char* tmp = realloc(pColInfoData->pData, pColInfoData->info.bytes * pExchangeInfo->pRsp->numOfRows);
-    if (tmp == NULL) {
+  while(1) {
+    pMsg = calloc(1, sizeof(SResFetchReq));
+    if (NULL == pMsg) {  // todo handle malloc error
+      pTaskInfo->code = TSDB_CODE_QRY_OUT_OF_MEMORY;
       goto _error;
     }
 
-    size_t len = pExchangeInfo->pRsp->numOfRows * pColInfoData->info.bytes;
-    memcpy(tmp, pData, len);
+    SDownstreamSource* pSource = taosArrayGet(pExchangeInfo->pSources, pExchangeInfo->current);
+    SEpSet             epSet = {0};
 
-    pColInfoData->pData = tmp;
-    pData += len;
+    epSet.numOfEps = pSource->addr.numOfEps;
+    epSet.port[0] = pSource->addr.epAddr[0].port;
+    tstrncpy(epSet.fqdn[0], pSource->addr.epAddr[0].fqdn, tListLen(epSet.fqdn[0]));
+
+    qDebug("QID:0x%" PRIx64 " build fetch msg and send to vgId:%d, ep:%s, taskId:0x%" PRIx64 ", %d/%" PRIzu,
+           GET_TASKID(pTaskInfo), pSource->addr.nodeId, epSet.fqdn[0], pSource->taskId, pExchangeInfo->current, totalSources);
+
+    pMsg->header.vgId = htonl(pSource->addr.nodeId);
+    pMsg->sId = htobe64(pSource->schedId);
+    pMsg->taskId = htobe64(pSource->taskId);
+    pMsg->queryId = htobe64(pTaskInfo->id.queryId);
+
+    // send the fetch remote task result reques
+    pMsgSendInfo = calloc(1, sizeof(SMsgSendInfo));
+    if (NULL == pMsgSendInfo) {
+      qError("QID:0x%" PRIx64 " prepare message %d failed", GET_TASKID(pTaskInfo), (int32_t)sizeof(SMsgSendInfo));
+      pTaskInfo->code = TSDB_CODE_QRY_OUT_OF_MEMORY;
+      goto _error;
+    }
+
+    pMsgSendInfo->param = pExchangeInfo;
+    pMsgSendInfo->msgInfo.pData = pMsg;
+    pMsgSendInfo->msgInfo.len = sizeof(SResFetchReq);
+    pMsgSendInfo->msgType = TDMT_VND_FETCH;
+    pMsgSendInfo->fp = loadRemoteDataCallback;
+
+    int64_t transporterId = 0;
+    int32_t code = asyncSendMsgToServer(pExchangeInfo->pTransporter, &epSet, &transporterId, pMsgSendInfo);
+    tsem_wait(&pExchangeInfo->ready);
+
+    SRetrieveTableRsp* pRsp = pExchangeInfo->pRsp;
+    if (pRsp->numOfRows == 0) {
+      if (pExchangeInfo->current >= taosArrayGetSize(pExchangeInfo->pSources)) {
+        return NULL;
+      }
+
+      qDebug("QID:0x%"PRIx64" vgId:%d, taskID:0x%"PRIx64" %d of total completed, rowsOfSource:%"PRIu64", totalRows:%"PRIu64" try next",
+          GET_TASKID(pTaskInfo), pSource->addr.nodeId, pSource->taskId, pExchangeInfo->current + 1,
+             pExchangeInfo->rowsOfCurrentSource, pExchangeInfo->totalRows);
+
+      pExchangeInfo->rowsOfCurrentSource = 0;
+      pExchangeInfo->current += 1;
+      continue;
+    }
+
+    SSDataBlock* pRes = pExchangeInfo->pResult;
+    char*        pData = pRsp->data;
+
+    for (int32_t i = 0; i < pOperator->numOfOutput; ++i) {
+      SColumnInfoData* pColInfoData = taosArrayGet(pRes->pDataBlock, i);
+      char*            tmp = realloc(pColInfoData->pData, pColInfoData->info.bytes * pRsp->numOfRows);
+      if (tmp == NULL) {
+        goto _error;
+      }
+
+      size_t len = pRsp->numOfRows * pColInfoData->info.bytes;
+      memcpy(tmp, pData, len);
+
+      pColInfoData->pData = tmp;
+      pData += len;
+    }
+
+    pRes->info.numOfCols = pOperator->numOfOutput;
+    pRes->info.rows = pRsp->numOfRows;
+
+    pExchangeInfo->totalRows += pRsp->numOfRows;
+    pExchangeInfo->bytes += pRsp->compLen;
+    pExchangeInfo->rowsOfCurrentSource += pRsp->numOfRows;
+
+    if (pRsp->completed == 1) {
+      qDebug("QID:0x%" PRIx64 " fetch msg rsp from vgId:%d, taskId:0x%" PRIx64 " numOfRows:%d, rowsOfSource:%" PRIu64
+             ", totalRows:%" PRIu64 ", totalBytes:%" PRIu64 " try next %d/%" PRIzu,
+             GET_TASKID(pTaskInfo), pSource->addr.nodeId, pSource->taskId, pRes->info.rows, pExchangeInfo->rowsOfCurrentSource, pExchangeInfo->totalRows, pExchangeInfo->bytes,
+             pExchangeInfo->current + 1, totalSources);
+
+      pExchangeInfo->rowsOfCurrentSource = 0;
+      pExchangeInfo->current += 1;
+    } else {
+      qDebug("QID:0x%" PRIx64 " fetch msg rsp from vgId:%d, taskId:0x%" PRIx64 " numOfRows:%d, totalRows:%" PRIu64 ", totalBytes:%" PRIu64,
+             GET_TASKID(pTaskInfo), pSource->addr.nodeId, pSource->taskId, pRes->info.rows, pExchangeInfo->totalRows, pExchangeInfo->bytes);
+    }
+
+    return pExchangeInfo->pResult;
   }
 
-  pRes->info.numOfCols = pOperator->numOfOutput;
-  pRes->info.rows = pExchangeInfo->pRsp->numOfRows;
-
-  return pExchangeInfo->pResult;
-
   _error:
   tfree(pMsg);
   tfree(pMsgSendInfo);
@@ -7719,7 +7757,6 @@ SOperatorInfo* doCreateOperatorTreeNode(SPhyNode* pPhyNode, SExecTaskInfo* pTask
       SExchangePhyNode* pEx = (SExchangePhyNode*) pPhyNode;
       return createExchangeOperatorInfo(pEx->pSrcEndPoints, pEx->node.pTargets, pTaskInfo);
     } else if (pPhyNode->info.type == OP_StreamScan) {
-      size_t numOfCols = taosArrayGetSize(pPhyNode->pTargets);
       SScanPhyNode*  pScanPhyNode = (SScanPhyNode*)pPhyNode;   // simple child table.
       return createStreamScanOperatorInfo(readerHandle, pPhyNode->pTargets, pScanPhyNode->uid, pTaskInfo);
     }