diff --git a/profiler/cluster_analyse/cluster_analysis.py b/profiler/cluster_analyse/cluster_analysis.py
index 11c52ae5b32c4727167e8bb8e75a16e4cceb24fa..596c04b07b5698207feb45739a4f24c2ed9387f9 100644
--- a/profiler/cluster_analyse/cluster_analysis.py
+++ b/profiler/cluster_analyse/cluster_analysis.py
@@ -14,7 +14,11 @@
 # limitations under the License.
 
 import argparse
+import multiprocessing
 import os
+import platform
+import sys
+from multiprocessing import freeze_support
 
 from cluster_data_preprocess.pytorch_data_preprocessor import PytorchDataPreprocessor
 from cluster_data_preprocess.mindspore_data_preprocessor import MindsporeDataPreprocessor
@@ -26,11 +30,11 @@ from analysis.analysis_facade import AnalysisFacade
 
 COMM_FEATURE_LIST = ['all', 'communication_time', 'communication_matrix']
 
+
 class Interface:
     ASCEND_PT = "ascend_pt"
     ASCEND_MS = "ascend_ms"
 
-
     def __init__(self, params: dict):
         self.collection_path = PathManager.get_realpath(params.get(Constant.COLLECTION_PATH))
         self.analysis_mode = params.get(Constant.ANALYSIS_MODE)
@@ -47,6 +51,7 @@ class Interface:
         if cluster_analysis_output_path:
             return PathManager.get_realpath(cluster_analysis_output_path)
         return self.collection_path
+
     def allocate_prof_data(self):
         ascend_pt_dirs = []
         ascend_ms_dirs = []
@@ -64,6 +69,7 @@ class Interface:
             print("[ERROR] Can not analyze pytorch and mindspore meantime.")
             return []
         return (pt_data_map, data_type) if pt_data_map else (ms_data_map, Constant.TEXT)
+
     def run(self):
         PathManager.check_input_directory_path(self.collection_path)
         PathManager.check_path_owner_consistent(self.collection_path)
@@ -87,6 +93,7 @@ class Interface:
         params[Constant.COMM_DATA_DICT] = comm_data_dict
         AnalysisFacade(params).cluster_analyze()
 
+
 def cluster_analysis_main(args=None):
     parser = argparse.ArgumentParser(description="cluster analysis module")
     parser.add_argument('-d', '--collection_path', type=str, required=True, help="profiling data path")
@@ -102,5 +109,11 @@ def cluster_analysis_main(args=None):
 
     Interface(parameter).run()
 
+
 if __name__ == "__main__":
-    cluster_analysis_main()
+    # 用于支持Windows和MacOS
+    if platform.system() == 'Darwin':
+        multiprocessing.set_start_method('fork')
+    if platform.system() == 'Windows':
+        freeze_support()
+    cluster_analysis_main(sys.argv)