diff --git a/src/sql/engine/cmd/ob_load_data_impl.cpp b/src/sql/engine/cmd/ob_load_data_impl.cpp
index 944dbd8ee1..67139764ea 100644
--- a/src/sql/engine/cmd/ob_load_data_impl.cpp
+++ b/src/sql/engine/cmd/ob_load_data_impl.cpp
@@ -808,11 +808,29 @@ int ObLoadDataBase::memory_wait_local(ObExecContext &ctx,
 
       leader_addr.reset();
       res.reuse();
+  
+      bool force_renew = false;
+      do {
+        const int64_t retry_us = 200 * 1000;
 
-      if (OB_FAIL(ObLoadDataUtils::check_session_status(*session))) {
-        LOG_WARN("session is not valid during wait", K(ret));
-      } else if (OB_FAIL(loc_cache->get_strong_leader(part_key, leader_addr, force_renew))) {
-        LOG_WARN("get partition location cache failed", K(ret), K(part_key));
+        if (OB_FAIL(ObLoadDataUtils::check_session_status(*session))) {
+          LOG_WARN("session is not valid during wait", K(ret));
+        } else if (OB_FAIL(loc_cache->get_strong_leader(part_key, leader_addr, force_renew))) {
+          if (OB_LOCATION_LEADER_NOT_EXIST == ret && !force_renew) {
+            // retry one time
+            force_renew = true;
+            LOG_WARN("failed to get location and force renew", K(ret), K(part_key));
+          } else {
+            LOG_WARN("failed to get location", K(ret), K(part_key));
+            usleep(retry_us);
+          }
+        } else {
+          force_renew = false;
+          LOG_DEBUG("get participants", K(part_key), K(leader_addr));
+        }
+      } while (OB_LOCATION_LEADER_NOT_EXIST == ret && force_renew); 
+     
+      if (OB_FAIL(ret)) {  
       } else if (OB_FAIL(sql.assign_fmt(SERVER_TENANT_MEMORY_EXAMINE_SQL,
                      tenant_id,
                      (leader_addr.get_ipv4() >> 24) & 0XFF,
@@ -1079,10 +1097,31 @@ int ObLoadDataImpl::send_and_switch_buffer(
       ObAddr leader_addr;
       if (OB_FAIL(part_key.init(load_args_.table_id_, part_id, 0))) {
         LOG_WARN("partition key init failed", K(load_args_.table_id_), K(part_id), K(part_num_));
-      } else if (OB_FAIL(partition_locatition_cache->get_strong_leader(part_key, leader_addr))) {
-        LOG_WARN("get partition location cache failed", K(ret), K(part_key));
       } else {
-        // async rpc call send used buffer
+        bool force_renew = false;
+        do {
+          const int64_t retry_us = 200 * 1000;
+
+          if (OB_FAIL(ObLoadDataUtils::check_session_status(*ctx.get_my_session()))) {
+            LOG_WARN("session is not valid during wait", K(ret));
+          } else if (OB_FAIL(partition_locatition_cache->get_strong_leader(part_key, leader_addr, force_renew))) {
+            if (OB_LOCATION_LEADER_NOT_EXIST == ret && !force_renew) {
+              // retry one time
+              force_renew = true;
+              LOG_WARN("failed to get location and force renew", K(ret), K(part_key));
+            } else {
+              LOG_WARN("failed to get location", K(ret), K(part_key));
+              usleep(retry_us);
+            }
+          } else {
+            force_renew = false;
+            LOG_DEBUG("get participants", K(part_key), K(leader_addr));
+          }
+        } while (OB_LOCATION_LEADER_NOT_EXIST == ret && force_renew);
+      }
+
+      if (OB_SUCC(ret)) {
+        //async rpc call send used buffer
         buffer->set_addr(leader_addr);
         ObRpcLoadDataTaskCallBack mycallback(task_controller_, complete_task_array_, buffer);
         serialize_timer_.start_stat();
@@ -3838,7 +3877,13 @@ void ObDataFragMgr::distory_datafrag(ObDataFrag* frag)
 int ObPartDataFragMgr::update_part_location(ObExecContext& ctx)
 {
   int ret = OB_SUCCESS;
-  ObIPartitionLocationCache* location_cache = NULL;
+  ObIPartitionLocationCache *location_cache = NULL;
+  const int64_t retry_us = 200 * 1000;
+  int64_t query_timeout = 0;
+  int64_t retry_timeout = 0;
+  ctx.get_my_session()->get_query_timeout(query_timeout);
+  retry_timeout = std::min(ObTimeUtil::current_time() + 30 * USECS_PER_SEC, // the RTO is 30s
+                           query_timeout);
 
   if (OB_UNLIKELY(!part_key_.is_valid())) {
     ret = OB_NOT_INIT;
@@ -3855,8 +3900,12 @@ int ObPartDataFragMgr::update_part_location(ObExecContext& ctx)
           force_renew = true;
           LOG_WARN("failed to get location and force renew", K(ret), K(part_key_));
         } else {
-          force_renew = false;
           LOG_WARN("failed to get location", K(ret), K(part_key_));
+          if (ObTimeUtil::current_time() + retry_us > retry_timeout) {
+            force_renew = false;
+          } else {
+            usleep(retry_us);
+          }
         }
       } else {
         LOG_DEBUG("get participants", K(part_key_), K(leader_addr_));