diff --git a/tools/ci/python_packages/tiny_test_fw/bin/Runner.py b/tools/ci/python_packages/tiny_test_fw/bin/Runner.py
index fc3c931c64..20e19cb3eb 100644
--- a/tools/ci/python_packages/tiny_test_fw/bin/Runner.py
+++ b/tools/ci/python_packages/tiny_test_fw/bin/Runner.py
@@ -26,8 +26,8 @@ import os
 import sys
 import threading
 
-from tiny_test_fw import TinyFW
-from tiny_test_fw.Utility import CaseConfig, SearchCases
+from tiny_test_fw.TinyFW import JunitReport, set_default_config
+from tiny_test_fw.Utility import CaseConfig, SearchCases, console_log
 
 
 class Runner(threading.Thread):
@@ -37,25 +37,52 @@ class Runner(threading.Thread):
     :param env_config_file: env config file
     """
 
-    def __init__(self, test_case_paths, case_config, env_config_file=None):
+    def __init__(self, test_case_paths, case_config, env_config_file=None, known_failure_cases_file=None):
         super(Runner, self).__init__()
         self.setDaemon(True)
         if case_config:
             test_suite_name = os.path.splitext(os.path.basename(case_config))[0]
         else:
             test_suite_name = 'TestRunner'
-        TinyFW.set_default_config(env_config_file=env_config_file, test_suite_name=test_suite_name)
+        set_default_config(env_config_file=env_config_file, test_suite_name=test_suite_name)
         test_methods = SearchCases.Search.search_test_cases(test_case_paths)
         self.test_cases = CaseConfig.Parser.apply_config(test_methods, case_config)
-        self.test_result = []
+        self.known_failure_cases = self._get_config_cases(known_failure_cases_file)
+
+    @staticmethod
+    def _get_config_cases(config_file):
+        res = set()
+        if not config_file or os.path.isfile(config_file):
+            return res
+
+        for line in open(config_file).readlines():
+            if not line:
+                continue
+            if not line.strip():
+                continue
+            without_comments = line.split('#')[0].strip()
+            if without_comments:
+                res.add(without_comments)
+        return res
 
     def run(self):
         for case in self.test_cases:
-            result = case.run()
-            self.test_result.append(result)
+            case.run()
 
     def get_test_result(self):
-        return self.test_result and all(self.test_result)
+        _res = True
+        console_log('Test Results:')
+        for tc in JunitReport.JUNIT_TEST_SUITE.test_cases:
+            if tc.failures:
+                if tc.name in self.known_failure_cases:
+                    console_log('  Known Failure: ' + tc.name, color='orange')
+                else:
+                    console_log('  Test Fail: ' + tc.name, color='red')
+                    _res = False
+            else:
+                console_log('  Test Succeed: ' + tc.name, color='green')
+
+        return _res
 
 
 if __name__ == '__main__':
@@ -66,10 +93,13 @@ if __name__ == '__main__':
                         help='case filter/config file')
     parser.add_argument('--env_config_file', '-e', default=None,
                         help='test env config file')
+    parser.add_argument('--known_failure_cases_file', default=None,
+                        help='known failure cases file')
     args = parser.parse_args()
 
-    test_cases = [os.path.join(os.getenv('IDF_PATH'), path) if not os.path.isabs(path) else path for path in args.test_cases]
-    runner = Runner(test_cases, args.case_config, args.env_config_file)
+    test_cases = [os.path.join(os.getenv('IDF_PATH'), path)
+                  if not os.path.isabs(path) else path for path in args.test_cases]
+    runner = Runner(test_cases, args.case_config, args.env_config_file, args.known_failure_cases_file)
     runner.start()
 
     while True: