diff --git a/tensorrt_llm/executor/ipc.py b/tensorrt_llm/executor/ipc.py
index 2a86f50d650..5d45ebe4c12 100644
--- a/tensorrt_llm/executor/ipc.py
+++ b/tensorrt_llm/executor/ipc.py
@@ -125,13 +125,36 @@ def put(self, obj: Any):
                 # Send data without HMAC
                 self.socket.send_pyobj(obj)
 
-    def put_noblock(self, obj: Any):
+    def put_noblock(self,
+                    obj: Any,
+                    *,
+                    retry: int = 1,
+                    wait_time: float = 0.001):
+        '''
+        Put an object into the queue without blocking, and retry if the send fails.
+        NOTE: It won't raise any error if the send fails.
+
+        Parameters:
+            obj (Any): The object to send.
+            retry (int): The number of times to retry sending the object.
+            wait_time (float): The time to wait before retrying.
+        '''
+
+        assert retry >= 0 and retry <= 10, "Retry must be between 0 and 10, adjust the wait_time if needed"
+
         self.setup_lazily()
         with nvtx_range_debug("send", color="blue", category="IPC"):
             data = pickle.dumps(obj)  # nosec B301
             if self.use_hmac_encryption:
                 data = self._sign_data(data)
-            self.socket.send(data, flags=zmq.NOBLOCK)
+            try:
+                self.socket.send(data, flags=zmq.NOBLOCK)
+            except zmq.Again:
+                if retry > 0:
+                    time.sleep(wait_time)
+                    self.put_noblock(obj, retry=retry - 1, wait_time=wait_time)
+                else:
+                    logger.error(f"Failed to send object: {obj}")
 
     async def put_async(self, obj: Any):
         self.setup_lazily()
diff --git a/tensorrt_llm/executor/proxy.py b/tensorrt_llm/executor/proxy.py
index 78a0d076200..e5226e71523 100644
--- a/tensorrt_llm/executor/proxy.py
+++ b/tensorrt_llm/executor/proxy.py
@@ -349,7 +349,7 @@ def pre_shutdown(self):
 
         # notify the workers to quit
         if all(not f.done() for f in self.mpi_futures):
-            self.request_queue.put_noblock(None)
+            self.request_queue.put_noblock(None, retry=4)
 
     def shutdown(self):
         if not self.workers_started:
diff --git a/tensorrt_llm/llmapi/mpi_session.py b/tensorrt_llm/llmapi/mpi_session.py
index 7a25fa57f3d..f361b977b7d 100644
--- a/tensorrt_llm/llmapi/mpi_session.py
+++ b/tensorrt_llm/llmapi/mpi_session.py
@@ -435,7 +435,7 @@ def mpi_future_callback(self, future):
                 f"RemoteMpiCommSessionServer received all results, sending to client\n",
                 "green")
             try:
-                self.queue.put_noblock(self.results)
+                self.queue.put_noblock(self.results, retry=2)
             except zmq.ZMQError as e:
                 # The client could be shutdown first.
                 if e.errno == zmq.EAGAIN:
diff --git a/tests/integration/test_lists/test-db/l0_a10.yml b/tests/integration/test_lists/test-db/l0_a10.yml
index 891649e5b9f..2a5e590dd9e 100644
--- a/tests/integration/test_lists/test-db/l0_a10.yml
+++ b/tests/integration/test_lists/test-db/l0_a10.yml
@@ -34,6 +34,13 @@ l0_a10:
   - test_e2e.py::test_openai_chat_example[pytorch] TIMEOUT (90)
   - test_e2e.py::test_trtllm_bench_request_rate_and_concurrency[enable_concurrency-]
   - test_e2e.py::test_trtllm_bench_invalid_token_pytorch[TinyLlama-1.1B-Chat-v1.0-TinyLlama-1.1B-Chat-v1.0]
+  # llmapi
+  - unittest/llmapi/test_llm_utils.py
+  - unittest/llmapi/test_gc_utils.py
+  - unittest/llmapi/test_reasoning_parser.py
+  - unittest/llmapi/test_serialization.py
+  - unittest/llmapi/test_utils.py
+  - unittest/llmapi/test_llm_args.py
 - condition:
     ranges:
       system_gpu_count:
@@ -98,12 +105,6 @@ l0_a10:
   - unittest/bindings
   - unittest/test_model_runner_cpp.py
   - unittest/llmapi/test_build_cache.py
-  - unittest/llmapi/test_llm_utils.py
-  - unittest/llmapi/test_gc_utils.py
-  - unittest/llmapi/test_reasoning_parser.py
-  - unittest/llmapi/test_serialization.py
-  - unittest/llmapi/test_utils.py
-  - unittest/llmapi/test_llm_args.py
   - accuracy/test_cli_flow.py::TestGpt2::test_auto_dtype # 1 min
   - accuracy/test_cli_flow.py::TestGpt2::test_beam_search # 1 min
   - accuracy/test_cli_flow.py::TestGpt2::test_beam_search_large # 6 mins