diff --git a/python/pipeline/channel.py b/python/pipeline/channel.py
index f74fce61346d3ef38701c5145f860d74fca8cd95..2763a814c6ad104a3d8dd371079424ffa158a538 100644
--- a/python/pipeline/channel.py
+++ b/python/pipeline/channel.py
@@ -172,10 +172,12 @@ class ProcessChannel(multiprocessing.queues.Queue):
 
         self._cv = multiprocessing.Condition()
 
+        self._manager = manager
         self._producers = []
         self._pushed_producer_count = manager.dict()  # {data_id: count}
         self._input_buf = manager.dict()  # {data_id: {op_name: data}}
 
+        self._reset_max_cursor = 1000000000000000000
         self._consumer_cursors = manager.dict()  # {op_name: cursor}
         self._cursor_count = manager.dict()  # {cursor: count}
         self._base_cursor = manager.Value('i', 0)
@@ -377,12 +379,25 @@ class ProcessChannel(multiprocessing.queues.Queue):
                 self._cursor_count.pop(consumer_cursor)
                 self._output_buf.pop(0)
                 self._base_cursor.value += 1
+                # to avoid cursor overflow
+                if self._base_cursor.value >= self._reset_max_cursor:
+                    self._base_cursor.value -= self._reset_max_cursor
+                    for name in self._consumer_cursors.keys():
+                        self._consumer_cursors[name] -= self._reset_max_cursor
+                    cursor_count_tmp = {
+                        cursor - self._reset_max_cursor: count
+                        for cursor, count in self._cursor_count.copy().items()
+                    }
+                    self._cursor_count.clear()
+                    for cursor, count in cursor_count_tmp.items():
+                        self._cursor_count[cursor] = count
 
             self._consumer_cursors[op_name] += 1
             new_consumer_cursor = self._consumer_cursors[op_name]
             if self._cursor_count.get(new_consumer_cursor) is None:
                 self._cursor_count[new_consumer_cursor] = 0
             self._cursor_count[new_consumer_cursor] += 1
+
             _LOGGER.debug(
                 self._log(
                     "({}) A self._consumer_cursors: {}, self._base_cursor: {}, len(self._output_buf): {}".
@@ -443,6 +458,7 @@ class ThreadChannel(Queue.Queue):
         self._pushed_producer_count = {}  # {data_id: count}
         self._input_buf = {}  # {data_id: {op_name: data}}
 
+        self._reset_max_cursor = 1000000000000000000
         self._consumer_cursors = {}  # {op_name: idx}
         self._cursor_count = {}  # {cursor: count}
         self._base_cursor = 0
@@ -601,6 +617,15 @@ class ThreadChannel(Queue.Queue):
                 self._cursor_count.pop(consumer_cursor)
                 self._output_buf.pop(0)
                 self._base_cursor += 1
+                # to avoid cursor overflow
+                if self._base_cursor >= self._reset_max_cursor:
+                    self._base_cursor -= self._reset_max_cursor
+                    for name in self._consumer_cursors:
+                        self._consumer_cursors[name] -= self._reset_max_cursor
+                    self._cursor_count = {
+                        cursor - self._reset_max_cursor: count
+                        for cursor, count in self._cursor_count.items()
+                    }
 
             self._consumer_cursors[op_name] += 1
             new_consumer_cursor = self._consumer_cursors[op_name]
diff --git a/python/pipeline/pipeline_server.py b/python/pipeline/pipeline_server.py
index 92ad131277a73f8dc7e99d0d2e7e98a14186cbf8..55289eeca42e02bb979d4a21791fdde44e0aff02 100644
--- a/python/pipeline/pipeline_server.py
+++ b/python/pipeline/pipeline_server.py
@@ -65,6 +65,7 @@ class PipelineService(pipeline_service_pb2_grpc.PipelineServiceServicer):
         self._cv = threading.Condition()
         self._globel_resp_dict = {}
         self._id_counter = 0
+        self._reset_max_id = 1000000000000000000
         self._retry = retry
         self._is_run = True
         self._pack_func = pack_func
@@ -112,6 +113,8 @@ class PipelineService(pipeline_service_pb2_grpc.PipelineServiceServicer):
 
     def _get_next_id(self):
         with self._id_lock:
+            if self._id_counter >= self._reset_max_id:
+                self._id_counter -= self._reset_max_id
             self._id_counter += 1
             return self._id_counter - 1