diff --git a/mindspore/ccsrc/dataset/util/task_manager.cc b/mindspore/ccsrc/dataset/util/task_manager.cc
index b90c8cbb3d..958b43059d 100644
--- a/mindspore/ccsrc/dataset/util/task_manager.cc
+++ b/mindspore/ccsrc/dataset/util/task_manager.cc
@@ -102,12 +102,14 @@ TaskManager::TaskManager() try : global_interrupt_(0),
   master_->running_ = true;
   master_->is_master_ = true;
   gMyTask = master_.get();
+#if !defined(_WIN32) && !defined(_WIN64)
   // Initialize the semaphore for the watchdog
   errno_t rc = sem_init(&sem_, 0, 0);
   if (rc == -1) {
     MS_LOG(INFO) << "Unable to initialize a semaphore. Errno = " << rc << ".";
     std::terminate();
   }
+#endif
 } catch (const std::exception &e) {
   MS_LOG(ERROR) << "MindData initialization failed: " << e.what() << ".";
   std::terminate();
@@ -122,11 +124,14 @@ TaskManager::~TaskManager() {
     watchdog_grp_ = nullptr;
     watchdog_ = nullptr;
   }
+#if !defined(_WIN32) && !defined(_WIN64)
   (void)sem_destroy(&sem_);
+#endif
 }
 
 Status TaskManager::DoServiceStart() {
   MS_LOG(INFO) << "Starting Task Manager.";
+#if !defined(_WIN32) && !defined(_WIN64)
   // Create a watchdog for control-c
   std::shared_ptr<MemoryPool> mp = Services::GetInstance().GetServiceMemPool();
   // A dummy group just for the watchdog. We aren't really using it. But most code assumes a thread must
@@ -143,6 +148,7 @@ Status TaskManager::DoServiceStart() {
   }
   grp_list_.erase(watchdog_grp_);
   lru_.Remove(watchdog_);
+#endif
   return Status::OK();
 }
 
@@ -154,6 +160,7 @@ Status TaskManager::DoServiceStop() {
 
 Status TaskManager::WatchDog() {
   TaskManager::FindMe()->Post();
+#if !defined(_WIN32) && !defined(_WIN64)
   errno_t err = sem_wait(&sem_);
   if (err == -1) {
     RETURN_STATUS_UNEXPECTED("Errno = " + std::to_string(errno));
@@ -162,6 +169,7 @@ Status TaskManager::WatchDog() {
   // In addition, we also want to prevent new thread from creating. This can be done
   // easily by calling the parent function.
   RETURN_IF_NOT_OK(ServiceStop());
+#endif
   return Status::OK();
 }
 
diff --git a/mindspore/ccsrc/dataset/util/task_manager.h b/mindspore/ccsrc/dataset/util/task_manager.h
index cd67052449..5f5c1eb806 100644
--- a/mindspore/ccsrc/dataset/util/task_manager.h
+++ b/mindspore/ccsrc/dataset/util/task_manager.h
@@ -16,8 +16,10 @@
 #ifndef DATASET_UTIL_TASK_MANAGER_H_
 #define DATASET_UTIL_TASK_MANAGER_H_
 
+#if !defined(_WIN32) && !defined(_WIN64)
 #include <semaphore.h>
 #include <signal.h>  // for sig_atomic_t
+#endif
 #include <condition_variable>
 #include <functional>
 #include <memory>
@@ -81,8 +83,10 @@ class TaskManager : public Service {
   static void InterruptMaster(const Status &rc = Status::OK());
 
   static void WakeUpWatchDog() {
+#if !defined(_WIN32) && !defined(_WIN64)
     TaskManager &tm = TaskManager::GetInstance();
     (void)sem_post(&tm.sem_);
+#endif
   }
 
   void ReturnFreeTask(Task *p) noexcept;
@@ -98,7 +102,9 @@ class TaskManager : public Service {
   std::shared_ptr<Task> master_;
   List<Task> lru_;
   List<Task> free_lst_;
+#if !defined(_WIN32) && !defined(_WIN64)
   sem_t sem_;
+#endif
   TaskGroup *watchdog_grp_;
   std::set<TaskGroup *> grp_list_;
   Task *watchdog_;