diff --git a/mindspore/ccsrc/minddata/dataset/util/services.cc b/mindspore/ccsrc/minddata/dataset/util/services.cc
index c75478cc58..7958aad224 100644
--- a/mindspore/ccsrc/minddata/dataset/util/services.cc
+++ b/mindspore/ccsrc/minddata/dataset/util/services.cc
@@ -30,6 +30,8 @@ namespace mindspore {
 namespace dataset {
 std::unique_ptr<Services> Services::instance_ = nullptr;
 std::once_flag Services::init_instance_flag_;
+std::set<std::string> Services::unique_id_list_ = {};
+std::mutex Services::unique_id_mutex_;
 
 #if !defined(_WIN32) && !defined(_WIN64) && !defined(__ANDROID__) && !defined(ANDROID)
 std::string Services::GetUserName() {
@@ -52,8 +54,23 @@ std::string Services::GetUniqueID() {
   std::mt19937 gen = GetRandomDevice();
   std::uniform_int_distribution<uint32_t> dist(0, kStr.size() - 1);
   char buffer[UNIQUEID_LEN];
-  for (int i = 0; i < UNIQUEID_LEN; i++) {
-    buffer[i] = kStr[dist(gen)];
+  {
+    std::unique_lock<std::mutex> lock(unique_id_mutex_);
+    while (true) {
+      auto ret = memset_s(buffer, UNIQUEID_LEN, 0, UNIQUEID_LEN);
+      if (ret != 0) {
+        MS_LOG(ERROR) << "memset_s error, errorno(" << ret << ")";
+        return std::string("");
+      }
+      for (int i = 0; i < UNIQUEID_LEN; i++) {
+        buffer[i] = kStr[dist(gen)];
+      }
+      if (unique_id_list_.find(std::string(buffer, UNIQUEID_LEN)) != unique_id_list_.end()) {
+        continue;
+      }
+      unique_id_list_.insert(std::string(buffer, UNIQUEID_LEN));
+      break;
+    }
   }
   return std::string(buffer, UNIQUEID_LEN);
 }
diff --git a/mindspore/ccsrc/minddata/dataset/util/services.h b/mindspore/ccsrc/minddata/dataset/util/services.h
index 884e6e9cc4..0ab6082d5f 100644
--- a/mindspore/ccsrc/minddata/dataset/util/services.h
+++ b/mindspore/ccsrc/minddata/dataset/util/services.h
@@ -19,6 +19,7 @@
 #include <algorithm>
 #include <memory>
 #include <mutex>
+#include <set>
 #include <string>
 #include <vector>
 #include "minddata/dataset/util/memory_pool.h"
@@ -97,6 +98,8 @@ class Services {
  private:
   static std::once_flag init_instance_flag_;
   static std::unique_ptr<Services> instance_;
+  static std::set<std::string> unique_id_list_;
+  static std::mutex unique_id_mutex_;
   // A small pool used for small objects that last until the
   // Services Manager shuts down. Used by all sub-services.
   std::shared_ptr<MemoryPool> pool_;