diff --git a/cmake/mind_expression.cmake b/cmake/mind_expression.cmake
index 9f8faf261e53a80c821faf0d1270409dc2384cf4..9002c239761e6a84fe923d112f53055604d08ef9 100644
--- a/cmake/mind_expression.cmake
+++ b/cmake/mind_expression.cmake
@@ -15,7 +15,7 @@ include(${CMAKE_SOURCE_DIR}/cmake/external_libs/json.cmake)
 include(${CMAKE_SOURCE_DIR}/cmake/dependency_securec.cmake)
 include(${CMAKE_SOURCE_DIR}/cmake/external_libs/protobuf.cmake)
 
-if (ENABLE_DEBUGGER)
+if (ENABLE_DEBUGGER OR ENABLE_SERVING)
     # build dependencies of gRPC
     include(${CMAKE_SOURCE_DIR}/cmake/external_libs/absl.cmake)
     include(${CMAKE_SOURCE_DIR}/cmake/external_libs/c-ares.cmake)
diff --git a/cmake/package.cmake b/cmake/package.cmake
index 2034b5504065cb2ecb21a8007d9b0535170ec601..62366f707a97f56a110d8731e2f584a9e590845b 100644
--- a/cmake/package.cmake
+++ b/cmake/package.cmake
@@ -257,3 +257,17 @@ if (EXISTS ${CMAKE_SOURCE_DIR}/mindspore/dataset)
         COMPONENT mindspore
     )
 endif ()
+
+if (ENABLE_SERVING)
+    install(
+        TARGETS ms_serving
+        DESTINATION ${INSTALL_BASE_DIR}
+        COMPONENT mindspore
+    )
+
+    install(
+        TARGETS inference
+        DESTINATION ${INSTALL_LIB_DIR}
+        COMPONENT mindspore
+    )
+endif ()
diff --git a/serving/CMakeLists.txt b/serving/CMakeLists.txt
index 3c1c08ece084d72d3b35fd91a3da0c6dd5778776..4529323fe14f36af2f12e814f8c36dbefadf7294 100644
--- a/serving/CMakeLists.txt
+++ b/serving/CMakeLists.txt
@@ -13,7 +13,6 @@ add_library(protobuf::libprotobuf ALIAS protobuf::protobuf)
 add_executable(protobuf::libprotoc ALIAS protobuf::protoc)
 
 set(_PROTOBUF_LIBPROTOBUF protobuf::libprotobuf)
-set(_REFLECTION gRPC::grpc++_reflection)
 if(CMAKE_CROSSCOMPILING)
     find_program(_PROTOBUF_PROTOC protoc)
 else()
@@ -22,10 +21,19 @@ endif()
 
 # Find gRPC installation
 # Looks for gRPCConfig.cmake file installed by gRPC's cmake installation.
+if (EXISTS ${grpc_ROOT}/lib64)
+    set(gRPC_DIR "${grpc_ROOT}/lib64/cmake/grpc")
+else()
+    set(gRPC_DIR "${grpc_ROOT}/lib/cmake/grpc")
+endif()
+message("serving using grpc_DIR : " ${gPRC_DIR})
+
 find_package(gRPC CONFIG REQUIRED)
 message(STATUS "Using gRPC ${gRPC_VERSION}")
 
 set(_GRPC_GRPCPP gRPC::grpc++)
+set(_REFLECTION gRPC::grpc++_reflection)
+
 if(CMAKE_CROSSCOMPILING)
     find_program(_GRPC_CPP_PLUGIN_EXECUTABLE grpc_cpp_plugin)
 else()
diff --git a/setup.py b/setup.py
index 2840eb3b14b3520ad10941d4d050d60c7b65aa88..bf16c9106be9a7e5187242320beb6f5f403ba6fe 100644
--- a/setup.py
+++ b/setup.py
@@ -103,6 +103,7 @@ package_data = {
         'lib/*.so*',
         'lib/*.a',
         '.commit_id',
+        'ms_serving'
     ]
 }
 
@@ -125,6 +126,8 @@ def update_permissions(path):
         for filename in filenames:
             file_fullpath = os.path.join(dirpath, filename)
             os.chmod(file_fullpath, stat.S_IREAD)
+            if filename == "ms_serving":
+                os.chmod(file_fullpath, stat.S_IREAD | stat.S_IEXEC)
 
 
 class EggInfo(egg_info):