diff --git a/paddle/fluid/distributed/service/CMakeLists.txt b/paddle/fluid/distributed/service/CMakeLists.txt
index 6d16ec1dda96e681c15b91cf7fa058225b7a4e2b..bb3f6f1174da9d49a8407ec8db16a5a2aa2a8336 100644
--- a/paddle/fluid/distributed/service/CMakeLists.txt
+++ b/paddle/fluid/distributed/service/CMakeLists.txt
@@ -25,9 +25,10 @@ set_source_files_properties(client.cc PROPERTIES COMPILE_FLAGS ${DISTRIBUTE_COMP
 set_source_files_properties(ps_client.cc PROPERTIES COMPILE_FLAGS ${DISTRIBUTE_COMPILE_FLAGS})
 set_source_files_properties(server.cc PROPERTIES COMPILE_FLAGS ${DISTRIBUTE_COMPILE_FLAGS})
 
+cc_library(brpc_utils SRCS brpc_utils.cc DEPS tensor device_context ${COMMON_DEPS} ${RPC_DEPS})
 
-cc_library(downpour_server SRCS brpc_ps_server.cc DEPS boost eigen3 table ${RPC_DEPS})
-cc_library(downpour_client SRCS brpc_ps_client.cc DEPS boost eigen3 table ${RPC_DEPS})
+cc_library(downpour_server SRCS brpc_ps_server.cc DEPS boost eigen3 table brpc_utils ${RPC_DEPS})
+cc_library(downpour_client SRCS brpc_ps_client.cc DEPS boost eigen3 table brpc_utils ${RPC_DEPS})
 
 cc_library(client SRCS ps_client.cc DEPS downpour_client boost ${RPC_DEPS})
 cc_library(server SRCS server.cc DEPS downpour_server boost ${RPC_DEPS})
@@ -35,6 +36,5 @@ cc_library(server SRCS server.cc DEPS downpour_server boost ${RPC_DEPS})
 cc_library(communicator SRCS communicator.cc DEPS scope client boost table math_function selected_rows_functor ${RPC_DEPS})
 cc_library(ps_service SRCS service.cc DEPS communicator client server boost ${RPC_DEPS})
 
-cc_library(brpc_utils SRCS brpc_utils.cc DEPS tensor device_context ${COMMON_DEPS} ${RPC_DEPS})
 cc_library(heter_server SRCS heter_server.cc DEPS brpc_utils ${COMMON_DEPS} ${RPC_DEPS})
 cc_library(heter_client SRCS heter_client.cc DEPS brpc_utils ${COMMON_DEPS} ${RPC_DEPS})
diff --git a/paddle/fluid/distributed/service/brpc_ps_client.cc b/paddle/fluid/distributed/service/brpc_ps_client.cc
index 4a07c54375ae1a94ddc104132c414deba997088c..e781cc4bcf485ddd5f2b1af96c75d77ecd1a1b2e 100644
--- a/paddle/fluid/distributed/service/brpc_ps_client.cc
+++ b/paddle/fluid/distributed/service/brpc_ps_client.cc
@@ -134,8 +134,15 @@ int32_t BrpcPsClient::create_client2client_connection(
     server_ip_port.append(std::to_string(client_list[i].port));
     _client_channels[i].reset(new brpc::Channel());
     if (_client_channels[i]->Init(server_ip_port.c_str(), "", &options) != 0) {
-      LOG(ERROR) << "psclient connect to client:" << server_ip_port
-                 << " Failed!";
+      VLOG(0) << "BrpcPSClient connect to Client:" << server_ip_port
+              << " Failed! Try again.";
+      std::string int_ip_port =
+          GetIntTypeEndpoint(client_list[i].ip, client_list[i].port);
+      if (_client_channels[i]->Init(int_ip_port.c_str(), "", &options) != 0) {
+        LOG(ERROR) << "BrpcPSClient connect to Client:" << int_ip_port
+                   << " Failed!";
+        return -1;
+      }
     }
     os << server_ip_port << ",";
   }
@@ -168,9 +175,16 @@ int32_t BrpcPsClient::initialize() {
       _server_channels[i][j].reset(new brpc::Channel());
       if (_server_channels[i][j]->Init(server_ip_port.c_str(), "", &options) !=
           0) {
-        LOG(ERROR) << "psclient connect to server:" << server_ip_port
-                   << " Failed!";
-        return -1;
+        VLOG(0) << "BrpcPSclient connect to Server:" << server_ip_port
+                << " Failed! Try again.";
+        std::string int_ip_port =
+            GetIntTypeEndpoint(server_list[i].ip, server_list[i].port);
+        if (_server_channels[i][j]->Init(int_ip_port.c_str(), "", &options) !=
+            0) {
+          LOG(ERROR) << "BrpcPSclient connect to Server:" << int_ip_port
+                     << " Failed!";
+          return -1;
+        }
       }
     }
     os << server_ip_port << ",";
diff --git a/paddle/fluid/distributed/service/brpc_ps_client.h b/paddle/fluid/distributed/service/brpc_ps_client.h
index 17a5d53e229dcb3937d93fffb3a0abf1b2678dc1..82f772c2d5adeeb4b941f82e5a755d9a3701c64b 100644
--- a/paddle/fluid/distributed/service/brpc_ps_client.h
+++ b/paddle/fluid/distributed/service/brpc_ps_client.h
@@ -21,6 +21,7 @@
 #include "brpc/channel.h"
 #include "brpc/controller.h"
 #include "brpc/server.h"
+#include "paddle/fluid/distributed/service/brpc_utils.h"
 #include "paddle/fluid/distributed/service/ps_client.h"
 #include "paddle/fluid/framework/lod_tensor.h"
 #include "paddle/fluid/framework/scope.h"
diff --git a/paddle/fluid/distributed/service/brpc_ps_server.cc b/paddle/fluid/distributed/service/brpc_ps_server.cc
index b9afff8c4390620f9033b057d5bc96466f99eeff..ef497d3222aa42eb8ce6b3bb8c365e84e5394b31 100644
--- a/paddle/fluid/distributed/service/brpc_ps_server.cc
+++ b/paddle/fluid/distributed/service/brpc_ps_server.cc
@@ -13,7 +13,7 @@
 // limitations under the License.
 
 #include "paddle/fluid/distributed/service/brpc_ps_server.h"
-
+#include <netdb.h>
 #include <thread>  // NOLINT
 #include "Eigen/Dense"
 #include "butil/endpoint.h"
@@ -65,9 +65,17 @@ uint64_t BrpcPsServer::start(const std::string &ip, uint32_t port) {
   options.num_threads = trainers > num_threads ? trainers : num_threads;
 
   if (_server.Start(ip_port.c_str(), &options) != 0) {
-    LOG(ERROR) << "BrpcPsServer start failed, ip_port=" << ip_port;
-    return 0;
+    VLOG(0) << "BrpcPsServer start failed, ip_port= " << ip_port
+            << " , Try Again.";
+
+    std::string int_ip_port = GetIntTypeEndpoint(ip, port);
+
+    if (_server.Start(int_ip_port.c_str(), &options) != 0) {
+      LOG(ERROR) << "BrpcPsServer start failed, ip_port= " << int_ip_port;
+      return 0;
+    }
   }
+
   VLOG(0) << "BrpcPsServer::start registe_ps_server";
   _environment->registe_ps_server(ip, port, _rank);
   VLOG(0) << "BrpcPsServer::start wait";
diff --git a/paddle/fluid/distributed/service/brpc_ps_server.h b/paddle/fluid/distributed/service/brpc_ps_server.h
index c2d0641743a95ed728958024c3b923b5a3253cef..8262640152772b12790810894158368263c39d60 100644
--- a/paddle/fluid/distributed/service/brpc_ps_server.h
+++ b/paddle/fluid/distributed/service/brpc_ps_server.h
@@ -20,6 +20,7 @@
 
 #include <memory>
 #include <vector>
+#include "paddle/fluid/distributed/service/brpc_utils.h"
 #include "paddle/fluid/distributed/service/server.h"
 
 namespace paddle {
@@ -43,7 +44,6 @@ class BrpcPsServer : public PSServer {
 
  private:
   virtual int32_t initialize();
-
   mutable std::mutex mutex_;
   std::condition_variable cv_;
   bool stoped_ = false;
diff --git a/paddle/fluid/distributed/service/brpc_utils.cc b/paddle/fluid/distributed/service/brpc_utils.cc
index 82ec10b327197d1d9d86f212f724a2130edef5fc..2822c2faa204051330ebabe68d04fc70f23af27e 100644
--- a/paddle/fluid/distributed/service/brpc_utils.cc
+++ b/paddle/fluid/distributed/service/brpc_utils.cc
@@ -13,6 +13,9 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "paddle/fluid/distributed/service/brpc_utils.h"
+#include <arpa/inet.h>
+#include <netdb.h>
+#include <netinet/in.h>
 #include <limits>
 #include <memory>
 #include "paddle/fluid/platform/enforce.h"
@@ -310,5 +313,32 @@ void DeserializeSelectedRows(framework::Variable* var, const VarMsg& msg,
   }
 }
 
+std::string GetIntTypeEndpoint(const std::string& ip, const uint32_t& port) {
+  // There are usually two forms of IP address: ip(int) / ip (hostname)
+  // If there're some problem with DNS, or ip triggers the bug of Brpc
+  // We will try to get the IP address of the domain name manually again
+  std::string ip_port = ip + ":" + std::to_string(port);
+  struct hostent* hp = NULL;
+  hp = gethostbyname(ip.c_str());
+
+  if (NULL == hp) {
+    LOG(ERROR) << "Brpc Start failed, ip_port= " << ip_port
+               << " , Error infomation: " << hstrerror(h_errno);
+  }
+
+  int i = 0;
+  char* int_ip = NULL;
+
+  while (hp->h_addr_list[i] != NULL) {
+    int_ip = inet_ntoa(*(struct in_addr*)hp->h_addr_list[i]);
+    VLOG(0) << "Brpc Get host by name, host:" << ip << " -> ip: " << int_ip;
+    break;
+  }
+
+  std::string str_ip = int_ip;
+  std::string int_ip_port = str_ip + ":" + std::to_string(port);
+  return int_ip_port;
+}
+
 }  // namespace distributed
 }  // namespace paddle
diff --git a/paddle/fluid/distributed/service/brpc_utils.h b/paddle/fluid/distributed/service/brpc_utils.h
index 6f00adb94a9ddcaa48125a9194291fe0351b1198..779b765304c4d97b8a39debf5175b14b3e8c6e41 100644
--- a/paddle/fluid/distributed/service/brpc_utils.h
+++ b/paddle/fluid/distributed/service/brpc_utils.h
@@ -14,10 +14,10 @@ limitations under the License. */
 
 #pragma once
 
+#include <netdb.h>
 #include <iostream>
 #include <string>
 #include <vector>
-
 #include "brpc/channel.h"
 #include "paddle/fluid/distributed/service/sendrecv.pb.h"
 #include "paddle/fluid/framework/data_type.h"
@@ -82,5 +82,7 @@ void DeserializeSelectedRows(framework::Variable* var, const VarMsg& msg,
                              butil::IOBufBytesIterator& iobuf,
                              const platform::DeviceContext& ctx);
 
+std::string GetIntTypeEndpoint(const std::string& ip, const uint32_t& port);
+
 }  // namespace distributed
 }  // namespace paddle
diff --git a/paddle/fluid/distributed/service/communicator.cc b/paddle/fluid/distributed/service/communicator.cc
index f0322a0cbe8f52bcb2c663a7dbf470e862c579d3..577686972990f4ae482ac9e9b8c6cd1053d0ead9 100644
--- a/paddle/fluid/distributed/service/communicator.cc
+++ b/paddle/fluid/distributed/service/communicator.cc
@@ -290,7 +290,7 @@ void Communicator::RpcSendSparse(const std::string &var_name, int table_id,
   auto dim = tensor->value().dims()[1];
   std::transform(tensor->rows().begin(), tensor->rows().end(),
                  std::back_inserter(sparse_push_keys),
-                 [&](int id) { return static_cast<uint64_t>(id); });
+                 [&](int64_t id) { return static_cast<uint64_t>(id); });
 
   for (auto i = 0; i < static_cast<int>(sparse_push_keys.size()); ++i) {
     push_g_vec.push_back(tensor->mutable_value()->data<float>() + i * dim);
diff --git a/paddle/fluid/distributed/service/heter_client.cc b/paddle/fluid/distributed/service/heter_client.cc
index 99def0aef8eeed8e48ea618fbdd516bb690e77c8..87c71979ee6bcc222f6637b66ddd4fa3c035f841 100644
--- a/paddle/fluid/distributed/service/heter_client.cc
+++ b/paddle/fluid/distributed/service/heter_client.cc
@@ -22,6 +22,7 @@
 #include "paddle/fluid/framework/scope.h"
 #include "paddle/fluid/platform/profiler.h"
 #include "paddle/fluid/platform/timer.h"
+#include "paddle/fluid/string/split.h"
 
 DECLARE_int32(rpc_deadline);
 DECLARE_int32(pserver_timeout_ms);
@@ -96,7 +97,14 @@ void HeterClient::CreateClient2XpuConnection() {
   for (size_t i = 0; i < xpu_list_.size(); ++i) {
     xpu_channels_[i].reset(new brpc::Channel());
     if (xpu_channels_[i]->Init(xpu_list_[i].c_str(), "", &options) != 0) {
-      VLOG(0) << "HeterServer channel init fail";
+      VLOG(0) << "HeterClient channel init fail. Try Again";
+      auto ip_port = paddle::string::Split(xpu_list_[i], ':');
+      std::string ip = ip_port[0];
+      int port = std::stoi(ip_port[1]);
+      std::string int_ip_port = GetIntTypeEndpoint(ip, port);
+      if (xpu_channels_[i]->Init(int_ip_port.c_str(), "", &options) != 0) {
+        LOG(ERROR) << "BrpcPsServer start failed, ip_port= " << int_ip_port;
+      }
     }
   }
 }
diff --git a/paddle/fluid/distributed/service/heter_server.cc b/paddle/fluid/distributed/service/heter_server.cc
index bfdac348008d8b4864c8a92623b52e72ec46110f..ea2ca09545a49d10e269656a52abce526c1945a1 100644
--- a/paddle/fluid/distributed/service/heter_server.cc
+++ b/paddle/fluid/distributed/service/heter_server.cc
@@ -19,6 +19,7 @@
 #include "paddle/fluid/framework/op_registry.h"
 #include "paddle/fluid/framework/scope.h"
 #include "paddle/fluid/platform/timer.h"
+#include "paddle/fluid/string/split.h"
 
 namespace paddle {
 namespace distributed {
@@ -34,7 +35,14 @@ void HeterServer::StartHeterService() {
   server_.AddService(&service_, brpc::SERVER_DOESNT_OWN_SERVICE);
   brpc::ServerOptions options;
   if (server_.Start(endpoint_.c_str(), &options) != 0) {
-    VLOG(0) << "heter server start fail";
+    VLOG(0) << "HeterServer start fail. Try again.";
+    auto ip_port = paddle::string::Split(endpoint_, ':');
+    std::string ip = ip_port[0];
+    int port = std::stoi(ip_port[1]);
+    std::string int_ip_port = GetIntTypeEndpoint(ip, port);
+    if (server_.Start(endpoint_.c_str(), &options) != 0) {
+      LOG(ERROR) << "HeterServer start failed, ip_port= " << int_ip_port;
+    }
   } else {
     VLOG(0) << "heter server start success! listen on " << endpoint_;
   }