diff --git a/mindspore/ccsrc/CMakeLists.txt b/mindspore/ccsrc/CMakeLists.txt
index b53a780113..a80eeb0a90 100644
--- a/mindspore/ccsrc/CMakeLists.txt
+++ b/mindspore/ccsrc/CMakeLists.txt
@@ -326,6 +326,11 @@ add_library(inference SHARED
 target_link_libraries(inference PRIVATE ${PYTHON_LIBRARIES} ${SECUREC_LIBRARY}
         -Wl,--whole-archive mindspore -Wl,--no-whole-archive mindspore_gvar mindspore::protobuf)
 
+if (ENABLE_D)
+    target_link_libraries(_c_expression PRIVATE ${ASCEND_PATH}/fwkacllib/lib64/libadump_server.a)
+    target_link_libraries(inference PRIVATE ${ASCEND_PATH}/fwkacllib/lib64/libadump_server.a)
+endif()
+
 if (ENABLE_CPU)
     target_link_libraries(inference PRIVATE mindspore::dnnl mindspore::mkldnn)
 endif ()
@@ -339,4 +344,3 @@ if (CMAKE_SYSTEM_NAME MATCHES "Linux")
 elseif (CMAKE_SYSTEM_NAME MATCHES "Darwin")
     set_target_properties(inference PROPERTIES MACOSX_RPATH ON)
 endif ()
-
diff --git a/mindspore/ccsrc/backend/session/ascend_session.cc b/mindspore/ccsrc/backend/session/ascend_session.cc
index 2ef959fa10..367a7df815 100644
--- a/mindspore/ccsrc/backend/session/ascend_session.cc
+++ b/mindspore/ccsrc/backend/session/ascend_session.cc
@@ -44,6 +44,7 @@
 #include "debug/data_dump/e2e_dump_util.h"
 #include "debug/anf_ir_dump.h"
 #include "debug/dump_proto.h"
+#include "toolchain/adx_datadump_server.h"
 
 namespace mindspore {
 namespace session {
@@ -420,6 +421,16 @@ void AscendSession::SelectKernel(const KernelGraph &kernel_graph) const {
   MS_LOG(INFO) << "Finish!";
 }
 
+void DumpInit() {
+  auto &json_parser = DumpJsonParser::GetInstance();
+  json_parser.Parse();
+  if (json_parser.async_dump_enabled()) {
+    if (AdxDataDumpServerInit() != 0) {
+      MS_LOG(EXCEPTION) << "Adx data dump server init failed";
+    }
+  }
+}
+
 void AscendSession::InitRuntimeResource() {
   MS_LOG(INFO) << "Start!";
   auto runtime_instance = device::KernelRuntimeManager::Instance().GetKernelRuntime(kAscendDevice, device_id_);
@@ -427,7 +438,7 @@ void AscendSession::InitRuntimeResource() {
   if (!runtime_instance->Init()) {
     MS_LOG(EXCEPTION) << "Kernel runtime init error.";
   }
-  DumpJsonParser::GetInstance().Parse();
+  DumpInit();
   MS_LOG(INFO) << "Finish!";
 }
 
diff --git a/mindspore/ccsrc/debug/data_dump/dump_json_parser.cc b/mindspore/ccsrc/debug/data_dump/dump_json_parser.cc
index dfc367dee2..14cc7415ff 100644
--- a/mindspore/ccsrc/debug/data_dump/dump_json_parser.cc
+++ b/mindspore/ccsrc/debug/data_dump/dump_json_parser.cc
@@ -169,7 +169,7 @@ void DumpJsonParser::ParseAsyncDumpSetting(const nlohmann::json &content) {
 }
 
 void DumpJsonParser::ParseE2eDumpSetting(const nlohmann::json &content) {
-  auto e2e_dump_setting = CheckJsonKeyExist(content, kE2eDumpSettings);
+  auto e2e_dump_setting = content.find(kE2eDumpSettings);
   if (e2e_dump_setting == content.end()) {
     MS_LOG(INFO) << "No e2e_dump_settings";
     return;
diff --git a/mindspore/ccsrc/runtime/device/ascend/ascend_kernel_runtime.cc b/mindspore/ccsrc/runtime/device/ascend/ascend_kernel_runtime.cc
index 1946c630aa..eae3563945 100644
--- a/mindspore/ccsrc/runtime/device/ascend/ascend_kernel_runtime.cc
+++ b/mindspore/ccsrc/runtime/device/ascend/ascend_kernel_runtime.cc
@@ -40,6 +40,7 @@
 #include "runtime/device/ascend/ascend_memory_manager.h"
 #include "debug/tensor_load.h"
 #include "debug/data_dump/dump_json_parser.h"
+#include "toolchain/adx_datadump_server.h"
 #include "utils/shape_utils.h"
 #ifdef MEM_REUSE_DEBUG
 #include "backend/optimizer/mem_reuse/mem_reuse_checker.h"
@@ -169,6 +170,14 @@ bool AscendKernelRuntime::NeedDestroyHccl() {
   return true;
 }
 
+void AsyncDataDumpUninit() {
+  if (DumpJsonParser::GetInstance().async_dump_enabled()) {
+    if (AdxDataDumpServerUnInit() != 0) {
+      MS_LOG(ERROR) << "Adx data dump server uninit failed";
+    }
+  }
+}
+
 void AscendKernelRuntime::ReleaseDeviceRes() {
   MS_LOG(INFO) << "Ascend finalize start";
 #ifdef ENABLE_DEBUGGER
@@ -184,6 +193,8 @@ void AscendKernelRuntime::ReleaseDeviceRes() {
   // release ge runtime
   ClearGraphModelMap();
 
+  AsyncDataDumpUninit();
+
   auto context_ptr = MsContext::GetInstance();
   MS_EXCEPTION_IF_NULL(context_ptr);
   auto ret = rtSetDevice(context_ptr->get_param<uint32_t>(MS_CTX_DEVICE_ID));
diff --git a/tests/ut/cpp/stub/runtime/runtime_stub.cc b/tests/ut/cpp/stub/runtime/runtime_stub.cc
index 400153aa62..255a200ad6 100644
--- a/tests/ut/cpp/stub/runtime/runtime_stub.cc
+++ b/tests/ut/cpp/stub/runtime/runtime_stub.cc
@@ -21,6 +21,7 @@
 #include "runtime/mem.h"
 #include "runtime/rt_model.h"
 #include "runtime/stream.h"
+#include "toolchain/adx_datadump_server.h"
 
 rtError_t rtEventSynchronize(rtEvent_t event) { return RT_ERROR_NONE; }
 
@@ -141,3 +142,7 @@ rtError_t rtSetTaskGenCallback(rtTaskGenCallback callback) { return RT_ERROR_NON
 RTS_API rtError_t rtProfilerStart(uint64_t profConfig, int32_t numsDev, uint32_t* deviceList) { return RT_ERROR_NONE; }
 
 RTS_API rtError_t rtProfilerStop(uint64_t profConfig, int32_t numsDev, uint32_t* deviceList) { return RT_ERROR_NONE; }
+
+int AdxDataDumpServerInit() { return 0; }
+
+int AdxDataDumpServerUnInit() { return 0; }