diff --git a/internal/querycoord/task_scheduler.go b/internal/querycoord/task_scheduler.go
index b6354a06fe..680b4de648 100644
--- a/internal/querycoord/task_scheduler.go
+++ b/internal/querycoord/task_scheduler.go
@@ -60,6 +60,13 @@ func (queue *taskQueue) taskEmpty() bool {
 	return queue.tasks.Len() == 0
 }
 
+func (queue *taskQueue) Len() int {
+	queue.Lock()
+	defer queue.Unlock()
+
+	return queue.tasks.Len()
+}
+
 func (queue *taskQueue) taskFull() bool {
 	return int64(queue.tasks.Len()) >= queue.maxTask
 }
@@ -123,6 +130,9 @@ func (queue *taskQueue) addTask(t task) {
 
 func (queue *taskQueue) addTaskToFront(t task) {
 	queue.taskChan <- 1
+
+	queue.Lock()
+	defer queue.Unlock()
 	if queue.tasks.Len() == 0 {
 		queue.tasks.PushBack(t)
 	} else {
@@ -272,23 +282,27 @@ func (scheduler *TaskScheduler) reloadFromKV() error {
 		triggerTasks[taskID].setState(state)
 	}
 
-	var doneTriggerTask task
-	for _, t := range triggerTasks {
-		if t.getState() == taskDone {
-			doneTriggerTask = t
-			for _, childTask := range activeTasks {
-				childTask.setParentTask(t) //replace child task after reScheduler
-				t.addChildTask(childTask)
+	// triggerTaskQueue's size is 1024, if the size of triggerTasks if large than 1024 the loop will be blocked,
+	// so run it in a standalone goroutine
+	go func() {
+		var doneTriggerTask task
+		for _, t := range triggerTasks {
+			if t.getState() == taskDone {
+				doneTriggerTask = t
+				for _, childTask := range activeTasks {
+					childTask.setParentTask(t) //replace child task after reScheduler
+					t.addChildTask(childTask)
+				}
+				t.setResultInfo(nil)
+				continue
 			}
-			t.setResultInfo(nil)
-			continue
+			scheduler.triggerTaskQueue.addTask(t)
 		}
-		scheduler.triggerTaskQueue.addTask(t)
-	}
 
-	if doneTriggerTask != nil {
-		scheduler.triggerTaskQueue.addTaskToFront(doneTriggerTask)
-	}
+		if doneTriggerTask != nil {
+			scheduler.triggerTaskQueue.addTaskToFront(doneTriggerTask)
+		}
+	}()
 
 	return nil
 }
diff --git a/internal/querycoord/task_scheduler_test.go b/internal/querycoord/task_scheduler_test.go
index b5379c2124..8f38f5faaa 100644
--- a/internal/querycoord/task_scheduler_test.go
+++ b/internal/querycoord/task_scheduler_test.go
@@ -462,6 +462,13 @@ func TestReloadTaskFromKV(t *testing.T) {
 
 	taskScheduler.reloadFromKV()
 
+	// wait for the addtask goroutine finished
+	assert.Eventually(t,
+		func() bool {
+			return taskScheduler.triggerTaskQueue.Len() == len(kvs)-2
+		},
+		10*time.Second, 100*time.Millisecond)
+
 	task := taskScheduler.triggerTaskQueue.popTask()
 	assert.Equal(t, taskDone, task.getState())
 	assert.Equal(t, 1, len(task.getChildTask()))