diff --git a/dbms/src/Flash/Mpp/MPPTask.cpp b/dbms/src/Flash/Mpp/MPPTask.cpp
index 43ced96f844..2d4bbaeaf68 100644
--- a/dbms/src/Flash/Mpp/MPPTask.cpp
+++ b/dbms/src/Flash/Mpp/MPPTask.cpp
@@ -531,7 +531,7 @@ void MPPTask::scheduleOrWait()
     }
 }
 
-void MPPTask::scheduleThisTask(ScheduleState state)
+bool MPPTask::scheduleThisTask(ScheduleState state)
 {
     std::unique_lock lock(schedule_mu);
     if (schedule_state == ScheduleState::WAITING)
@@ -539,7 +539,9 @@ void MPPTask::scheduleThisTask(ScheduleState state)
         LOG_FMT_INFO(log, "task is {}.", state == ScheduleState::SCHEDULED ? "scheduled" : " failed to schedule");
         schedule_state = state;
         schedule_cv.notify_one();
+        return true;
     }
+    return false;
 }
 
 int MPPTask::estimateCountOfNewThreads()
diff --git a/dbms/src/Flash/Mpp/MPPTask.h b/dbms/src/Flash/Mpp/MPPTask.h
index d4771159df8..dfa9f8a2ea8 100644
--- a/dbms/src/Flash/Mpp/MPPTask.h
+++ b/dbms/src/Flash/Mpp/MPPTask.h
@@ -76,7 +76,7 @@ class MPPTask : public std::enable_shared_from_this<MPPTask>
         COMPLETED
     };
 
-    void scheduleThisTask(ScheduleState state);
+    bool scheduleThisTask(ScheduleState state);
 
     bool isScheduled();
 
diff --git a/dbms/src/Flash/Mpp/MinTSOScheduler.cpp b/dbms/src/Flash/Mpp/MinTSOScheduler.cpp
index 0ee05c9dae0..d3b18a37765 100644
--- a/dbms/src/Flash/Mpp/MinTSOScheduler.cpp
+++ b/dbms/src/Flash/Mpp/MinTSOScheduler.cpp
@@ -167,7 +167,10 @@ void MinTSOScheduler::scheduleWaitingQueries(MPPTaskManager & task_manager)
             if (task_it != query_task_set->task_map.end() && task_it->second != nullptr && !scheduleImp(current_query_id, query_task_set, task_it->second, true, has_error))
             {
                 if (has_error)
+                {
                     query_task_set->waiting_tasks.pop(); /// it should be pop from the waiting queue, because the task is scheduled with errors.
+                    GET_METRIC(tiflash_task_scheduler, type_waiting_tasks_count).Decrement();
+                }
                 return;
             }
             query_task_set->waiting_tasks.pop();
@@ -189,11 +192,13 @@ bool MinTSOScheduler::scheduleImp(const UInt64 tso, const MPPQueryTaskSetPtr & q
     {
         updateMinTSO(tso, false, isWaiting ? "from the waiting set" : "when directly schedule it");
         active_set.insert(tso);
-        estimated_thread_usage += needed_threads;
-        task->scheduleThisTask(MPPTask::ScheduleState::SCHEDULED);
+        if (task->scheduleThisTask(MPPTask::ScheduleState::SCHEDULED))
+        {
+            estimated_thread_usage += needed_threads;
+            GET_METRIC(tiflash_task_scheduler, type_active_tasks_count).Increment();
+        }
         GET_METRIC(tiflash_task_scheduler, type_active_queries_count).Set(active_set.size());
         GET_METRIC(tiflash_task_scheduler, type_estimated_thread_usage).Set(estimated_thread_usage);
-        GET_METRIC(tiflash_task_scheduler, type_active_tasks_count).Increment();
         LOG_FMT_INFO(log, "{} is scheduled (active set size = {}) due to available threads {}, after applied for {} threads, used {} of the thread {} limit {}.", task->getId().toString(), active_set.size(), isWaiting ? "from the waiting set" : "directly", needed_threads, estimated_thread_usage, min_tso == tso ? "hard" : "soft", min_tso == tso ? thread_hard_limit : thread_soft_limit);
         return true;
     }