diff --git a/mindspore/ccsrc/runtime/device/ascend/ascend_kernel_runtime.cc b/mindspore/ccsrc/runtime/device/ascend/ascend_kernel_runtime.cc
index 97d1dfda45..4e4c03a285 100644
--- a/mindspore/ccsrc/runtime/device/ascend/ascend_kernel_runtime.cc
+++ b/mindspore/ccsrc/runtime/device/ascend/ascend_kernel_runtime.cc
@@ -19,7 +19,7 @@
 #include <memory>
 #include <utility>
 #include <algorithm>
-#include "runtime/device/ascend/signal_util.h"
+#include "utils/signal_util.h"
 #include "debug/data_dump/e2e_dump.h"
 #include "runtime/device/ascend/ascend_device_address.h"
 #include "utils/ms_context.h"
@@ -32,6 +32,7 @@
 #include "runtime/device/ascend/ge_runtime/model_runner.h"
 #include "runtime/device/ascend/tasksink/task_generator.h"
 #include "backend/session/anf_runtime_algorithm.h"
+#include "backend/session/kernel_build_client.h"
 #include "runtime/device/ascend/profiling/profiling_utils.h"
 #include "runtime/device/ascend/ascend_memory_manager.h"
 #include "runtime/device/ascend/ascend_event.h"
@@ -105,6 +106,13 @@ std::string GetRankId() {
   }
   return rank_id_str;
 }
+
+void IntHandler(int, siginfo_t *, void *) {
+  mindspore::kernel::AscendKernelBuildClient::Instance().Close();
+  int this_pid = getpid();
+  MS_LOG(WARNING) << "Process " << this_pid << " receive KeyboardInterrupt signal.";
+  (void)kill(this_pid, SIGTERM);
+}
 }  // namespace
 
 std::vector<rtExceptionInfo> AscendKernelRuntime::task_fail_infoes_ = {};
@@ -585,7 +593,7 @@ void AscendKernelRuntime::DumpTaskExceptionInfo(const session::KernelGraph *grap
 
 bool AscendKernelRuntime::Run(session::KernelGraph *const graph, bool is_task_sink) {
   const uint64_t kUSecondInSecond = 1000000;
-  SignalGuard sg;
+  SignalGuard sg(IntHandler);
   MS_EXCEPTION_IF_NULL(graph);
   bool ret = false;
 
diff --git a/mindspore/ccsrc/runtime/framework/graph_scheduler.cc b/mindspore/ccsrc/runtime/framework/graph_scheduler.cc
index 1dae9d0571..cf871b3c93 100644
--- a/mindspore/ccsrc/runtime/framework/graph_scheduler.cc
+++ b/mindspore/ccsrc/runtime/framework/graph_scheduler.cc
@@ -27,6 +27,9 @@
 #include "utils/log_adapter.h"
 #include "utils/convert_utils.h"
 #include "utils/ms_context.h"
+#if !defined(_WIN32) && !defined(_WIN64)
+#include "utils/signal_util.h"
+#endif
 #include "common/trans.h"
 #include "debug/data_dump/dump_json_parser.h"
 #ifdef ENABLE_DUMP_IR
@@ -402,6 +405,14 @@ bool RunInStepMode(const ActorSet *actor_set, const std::vector<TensorPtr> *inpu
   MsException::Instance().CheckException();
   return result_future.IsOK();
 }
+
+#if !defined(_WIN32) && !defined(_WIN64)
+void IntHandler(int, siginfo_t *, void *) {
+  int this_pid = getpid();
+  MS_LOG(WARNING) << "Process " << this_pid << " receive KeyboardInterrupt signal.";
+  (void)kill(this_pid, SIGTERM);
+}
+#endif
 }  // namespace
 
 void GraphScheduler::Clear() {
@@ -749,7 +760,9 @@ void GraphScheduler::PrepareDataForControlNode(HostQueueDataSourceActor *host_da
 bool GraphScheduler::Run(const ActorSet *actor_set, GraphExecutionStrategy strategy,
                          const std::vector<TensorPtr> *input_tensors) {
   MS_EXCEPTION_IF_NULL(actor_set);
-
+#if !defined(_WIN32) && !defined(_WIN64)
+  SignalGuard sg(IntHandler);
+#endif
   if (strategy == GraphExecutionStrategy::kStep) {
     return RunInStepMode(actor_set, input_tensors);
   }
diff --git a/mindspore/ccsrc/utils/CMakeLists.txt b/mindspore/ccsrc/utils/CMakeLists.txt
index 69aa886296..c85353b312 100644
--- a/mindspore/ccsrc/utils/CMakeLists.txt
+++ b/mindspore/ccsrc/utils/CMakeLists.txt
@@ -1,4 +1,8 @@
 file(GLOB_RECURSE _UTILS_SRC_LIST ./*.cc)
+if(CMAKE_SYSTEM_NAME MATCHES "Windows")
+    file(GLOB_RECURSE _UTILS_SIGNAL_SRC_FILES ./signal_util.cc)
+    list(REMOVE_ITEM _UTILS_SRC_LIST ${_UTILS_SIGNAL_SRC_FILES})
+endif()
 
 if(NOT ENABLE_GE)
     file(GLOB_RECURSE _UTILS_GE_SRC_FILES ./callbacks_ge.cc)
diff --git a/mindspore/ccsrc/runtime/device/ascend/signal_util.cc b/mindspore/ccsrc/utils/signal_util.cc
similarity index 76%
rename from mindspore/ccsrc/runtime/device/ascend/signal_util.cc
rename to mindspore/ccsrc/utils/signal_util.cc
index 23c002ad47..092bce0962 100644
--- a/mindspore/ccsrc/runtime/device/ascend/signal_util.cc
+++ b/mindspore/ccsrc/utils/signal_util.cc
@@ -14,13 +14,13 @@
  * limitations under the License.
  */
 
-#include "runtime/device/ascend/signal_util.h"
+#include "utils/signal_util.h"
 #include <csignal>
 #include "utils/log_adapter.h"
 #include "backend/session/kernel_build_client.h"
 
 namespace mindspore {
-SignalGuard::SignalGuard() { RegisterHandlers(); }
+SignalGuard::SignalGuard(IntHandlerFunc IntHandler) { RegisterHandlers(IntHandler); }
 
 SignalGuard::~SignalGuard() {
   if (old_handler != nullptr) {
@@ -32,23 +32,16 @@ SignalGuard::~SignalGuard() {
   }
 }
 
-void SignalGuard::RegisterHandlers() {
+void SignalGuard::RegisterHandlers(IntHandlerFunc IntHandler) {
   struct sigaction old_int_action;
   (void)sigaction(SIGINT, nullptr, &old_int_action);
   if (old_int_action.sa_sigaction != nullptr) {
     MS_LOG(DEBUG) << "The signal has been registered";
     old_handler = old_int_action.sa_sigaction;
   }
-  int_action.sa_sigaction = &IntHandler;
+  int_action.sa_sigaction = IntHandler;
   (void)sigemptyset(&int_action.sa_mask);
   int_action.sa_flags = SA_RESTART | SA_SIGINFO;
   (void)sigaction(SIGINT, &int_action, nullptr);
 }
-
-void SignalGuard::IntHandler(int, siginfo_t *, void *) {
-  kernel::AscendKernelBuildClient::Instance().Close();
-  int this_pid = getpid();
-  MS_LOG(WARNING) << "Process " << this_pid << " receive KeyboardInterrupt signal.";
-  (void)kill(this_pid, SIGTERM);
-}
 }  // namespace mindspore
diff --git a/mindspore/ccsrc/runtime/device/ascend/signal_util.h b/mindspore/ccsrc/utils/signal_util.h
similarity index 73%
rename from mindspore/ccsrc/runtime/device/ascend/signal_util.h
rename to mindspore/ccsrc/utils/signal_util.h
index 69f87b27b4..6dd3a1f890 100644
--- a/mindspore/ccsrc/runtime/device/ascend/signal_util.h
+++ b/mindspore/ccsrc/utils/signal_util.h
@@ -13,23 +13,22 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
-#ifndef MINDSPORE_CCSRC_RUNTIME_DEVICE_ASCEND_SIGNAL_UTIL_H_
-#define MINDSPORE_CCSRC_RUNTIME_DEVICE_ASCEND_SIGNAL_UTIL_H_
+#ifndef MINDSPORE_CCSRC_UTILS_SIGNAL_UTIL_H_
+#define MINDSPORE_CCSRC_UTILS_SIGNAL_UTIL_H_
 
 #include <csignal>
 
 namespace mindspore {
+typedef void (*IntHandlerFunc)(int, siginfo_t *, void *);
 class SignalGuard {
  public:
-  SignalGuard();
+  explicit SignalGuard(IntHandlerFunc func);
   ~SignalGuard();
 
  private:
-  void RegisterHandlers();
-  static void IntHandler(int sig_num, siginfo_t *sig_info, void *context);
-
+  void RegisterHandlers(IntHandlerFunc func);
   void (*old_handler)(int, siginfo_t *, void *) = nullptr;
   struct sigaction int_action;
 };
 }  // namespace mindspore
-#endif  // MINDSPORE_CCSRC_RUNTIME_DEVICE_ASCEND_SIGNAL_UTIL_H_
+#endif  // MINDSPORE_CCSRC_UTILS_SIGNAL_UTIL_H_
diff --git a/tests/ut/cpp/CMakeLists.txt b/tests/ut/cpp/CMakeLists.txt
index 24ac0394dc..9929b7df6c 100644
--- a/tests/ut/cpp/CMakeLists.txt
+++ b/tests/ut/cpp/CMakeLists.txt
@@ -122,7 +122,6 @@ file(GLOB_RECURSE MINDSPORE_SRC_LIST RELATIVE ${CMAKE_CURRENT_SOURCE_DIR}
         "../../../mindspore/ccsrc/runtime/device/ascend/ascend_event.cc"
         "../../../mindspore/ccsrc/runtime/device/ascend/kernel_build_ascend.cc"
         "../../../mindspore/ccsrc/runtime/device/ascend/ascend_kernel_runtime.cc"
-        "../../../mindspore/ccsrc/runtime/device/ascend/signal_util.cc"
         "../../../mindspore/ccsrc/runtime/device/ascend/ascend_memory_manager.cc"
         "../../../mindspore/ccsrc/runtime/device/ascend/ascend_device_address.cc"
         "../../../mindspore/ccsrc/runtime/device/ascend/ascend_memory_pool.cc"