diff --git a/mindspore/ccsrc/minddata/dataset/util/task.cc b/mindspore/ccsrc/minddata/dataset/util/task.cc
index b101134b88..7f54727ae6 100644
--- a/mindspore/ccsrc/minddata/dataset/util/task.cc
+++ b/mindspore/ccsrc/minddata/dataset/util/task.cc
@@ -20,6 +20,10 @@
 #if defined(__ANDROID__) || defined(ANDROID)
 #include "minddata/dataset/util/services.h"
 #endif
+#ifdef ENABLE_TDTQUE
+#include "tdt/tdt_host_interface.h"
+#include "tdt/status.h"
+#endif
 
 namespace mindspore {
 namespace dataset {
@@ -135,6 +139,7 @@ Status Task::Join(WaitFlag blocking) {
         // interrupt and becomes blocked on a conditional variable forever. As a result, calling
         // join() will not come back. We need some timeout version of join such that if the thread
         // doesn't come back in a reasonable of time, we will send the interrupt again.
+        uint32_t wait_times = 0;
         while (thrd_.wait_for(std::chrono::seconds(1)) != std::future_status::ready) {
           // We can't tell which conditional_variable this thread is waiting on. So we may need
           // to interrupt everything one more time.
@@ -142,6 +147,28 @@ Status Task::Join(WaitFlag blocking) {
           ss << get_id();
           MS_LOG(WARNING) << MyName() << " Thread ID " << ss.str() << " is not responding. Interrupt again";
           interrupt_svc->InterruptAll();
+          wait_times++;
+#ifdef ENABLE_TDTQUE
+          // Because hostPush hung in DeviceQueueOp, wait 5 seconds and destroy the tdt
+          if (wait_times > 5 && my_name_.find("DeviceQueueOp") != std::string::npos) {
+            MS_LOG(WARNING) << "Wait " << wait_times << " seconds, "
+                            << "the task: " << my_name_ << " will be destoryed by TdtHostDestory.";
+            int32_t destory_status = tdt::TdtHostDestroy();
+            if (destory_status != TDT_OK_CODE) {
+              MS_LOG(WARNING) << "Destory tsd failed, status = " << destory_status << ".";
+            } else {
+              MS_LOG(INFO) << "Destory tsd success.";
+            }
+
+            // just wait 30 seconds
+            // case1: cpu usage 100%, DeviceQueueOp thread may destory without thrd_ future
+            if (wait_times > 30) {
+              MS_LOG(WARNING) << MyName() << " Thread ID " << ss.str()
+                              << " is not responding. Maybe it's destoryed, task stop.";
+              break;
+            }
+          }
+#endif
         }
       } else {
         RETURN_STATUS_UNEXPECTED("Unknown WaitFlag");