diff --git a/python/ray/tests/test_gcs_fault_tolerance.py b/python/ray/tests/test_gcs_fault_tolerance.py
index c8e1eb64d..44808d65a 100644
--- a/python/ray/tests/test_gcs_fault_tolerance.py
+++ b/python/ray/tests/test_gcs_fault_tolerance.py
@@ -1,5 +1,4 @@
 import sys
-import time
 
 import ray
 
@@ -23,11 +22,6 @@ def test_gcs_server_restart():
     ray.worker._global_node.kill_gcs_server()
     ray.worker._global_node.start_gcs_server()
 
-    # TODO(ffbin): After gcs server restarts, if an RPC request is sent to
-    # gcs server immediately, gcs server cannot receive the request,
-    # but the request will return success. We will fix this in the next pr.
-    time.sleep(1)
-
     result = ray.get(actor1.method.remote(7))
     assert result == 9
 
diff --git a/src/ray/rpc/gcs_server/gcs_rpc_client.h b/src/ray/rpc/gcs_server/gcs_rpc_client.h
index 538f64f86..7720d9bc5 100644
--- a/src/ray/rpc/gcs_server/gcs_rpc_client.h
+++ b/src/ray/rpc/gcs_server/gcs_rpc_client.h
@@ -105,7 +105,7 @@ class GcsRpcClient {
   VOID_GCS_RPC_CLIENT_METHOD(JobInfoGcsService, GetAllJobInfo, job_info_grpc_client_, )
 
   /// Create actor via GCS Service.
-  VOID_RPC_CLIENT_METHOD(ActorInfoGcsService, CreateActor, actor_info_grpc_client_, )
+  VOID_GCS_RPC_CLIENT_METHOD(ActorInfoGcsService, CreateActor, actor_info_grpc_client_, )
 
   /// Get actor data from GCS Service.
   VOID_GCS_RPC_CLIENT_METHOD(ActorInfoGcsService, GetActorInfo, actor_info_grpc_client_, )