diff --git a/go/pserver/cclient/test/main.c b/go/pserver/cclient/test/main.c
index c8aed0f2e8e515ace88f03578d117b8faede9790..d052f4f5a81387be2e9df767a8436963a0acf41f 100644
--- a/go/pserver/cclient/test/main.c
+++ b/go/pserver/cclient/test/main.c
@@ -11,10 +11,9 @@
 void sendGrads(paddle_pserver_client c) {
   unsigned char grad_a[2000] = {2};
   unsigned char grad_b[3000] = {3};
-  paddle_gradient grads[2] = {
-      {"param_a", PADDLE_ELEMENT_TYPE_FLOAT32, grad_a, 2000},
-      {"param_b", PADDLE_ELEMENT_TYPE_FLOAT32, grad_b, 3000}};
-
+  paddle_gradient grad1 = {"param_a", PADDLE_ELEMENT_TYPE_FLOAT32, grad_a, 2000};
+  paddle_gradient grad2 = {"param_b", PADDLE_ELEMENT_TYPE_FLOAT32, grad_b, 3000};
+  paddle_gradient* grads[2] = {&grad1, &grad2};
   if (paddle_send_grads(c, grads, 2)) {
     fail();
   }
diff --git a/go/pserver/cclient/test/test_cclient.c b/go/pserver/cclient/test/test_cclient.c
index 9083064eeeb8115dde2d4117bedfde192a64b876..6830479fe97e218905ed8b107bead99e34791bcb 100644
--- a/go/pserver/cclient/test/test_cclient.c
+++ b/go/pserver/cclient/test/test_cclient.c
@@ -30,30 +30,36 @@ void print_parameter(paddle_gradient* param) {
 
 int main() {
   char addr[] = "localhost:3000";
-  client c = paddle_new_pserver_client(addr, 1);
+  paddle_pserver_client c = paddle_new_pserver_client(addr, 1);
 
   char* names[] = {"param_a", "param_b"};
+
 retry:
+  printf("init parameter to pserver:\n");
+
+  real param_content1[] = {0.1, 0.2, 0.3};
+  real param_content2[] = {0.4, 0.5, 0.6};
+  paddle_parameter** params =
+          (paddle_parameter**)malloc(sizeof(paddle_parameter*) * 2);
+  params[0] = (paddle_parameter*)malloc(sizeof(paddle_parameter));
+  params[0]->name = names[0];
+  params[0]->content = (unsigned char*)param_content1;
+  params[0]->content_len = 3 * sizeof(real);
+  params[0]->element_type = PADDLE_ELEMENT_TYPE_FLOAT32;
+
+  params[1] = (paddle_parameter*)malloc(sizeof(paddle_parameter));
+  params[1]->name = names[1];
+  params[1]->content = (unsigned char*)param_content2;
+  params[1]->content_len = 3 * sizeof(real);
+  params[1]->element_type = PADDLE_ELEMENT_TYPE_INT32;
 
   if (paddle_begin_init_params(c)) {
-    paddle_parameter param;
-    real param_content1[] = {0.1, 0.2, 0.3};
-    param.element_type = PADDLE_ELEMENT_TYPE_FLOAT32;
-    param.name = names[0];
-    param.content = (unsigned char*)param_content1;
-    param.content_len = 3 * sizeof(real);
-    if (paddle_init_param(c, param, NULL, 0) != 0) {
+    if (paddle_init_param(c, *params[0], NULL, 0) != 0) {
       goto retry;
     }
-    real param_content2[] = {0.4, 0.5, 0.6};
-    param.element_type = PADDLE_ELEMENT_TYPE_INT32;
-    param.name = names[1];
-    param.content = (unsigned char*)param_content2;
-    param.content_len = 3 * sizeof(real);
-    if (paddle_init_param(c, param, NULL, 0) != 0) {
+    if (paddle_init_param(c, *params[1], NULL, 0) != 0) {
       goto retry;
     }
-
     if (paddle_finish_init_params(c) != 0) {
       goto retry;
     }
@@ -61,13 +67,13 @@ retry:
     fail();
   }
 
-  printf("get initialized parameters from pserver:\n");
-  paddle_parameter* param_ptrs[2] = {NULL, NULL};
-  if (paddle_get_params(c, names, param_ptrs, 2) != 0) {
+  printf("get inited parameters from pserver:\n");
+  // get parameters again by reusing the allocated parameter buffers.
+  if (paddle_get_params(c, params, 2) != 0) {
     fail();
   }
-  print_parameter(param_ptrs[0]);
-  print_parameter(param_ptrs[1]);
+  print_parameter(params[0]);
+  print_parameter(params[1]);
 
   printf("send gradient to pserver:\n");
   real gradient_content1[] = {0.01, 0.02, 0.03};
@@ -87,6 +93,7 @@ retry:
   grads[1]->content_len = 3 * sizeof(real);
   grads[1]->element_type = PADDLE_ELEMENT_TYPE_INT32;
 
+  printf("print gradient sent to pserver:\n");
   print_parameter(grads[0]);
   print_parameter(grads[1]);
 
@@ -96,15 +103,11 @@ retry:
 
   printf("get updated parameters from pserver:\n");
   // get parameters again by reusing the allocated parameter buffers.
-  if (paddle_get_params(c, names, param_ptrs, 2) != 0) {
+  if (paddle_get_params(c, params, 2) != 0) {
     fail();
   }
-
-  print_parameter(param_ptrs[0]);
-  print_parameter(param_ptrs[1]);
-
-  paddle_release_param(param_ptrs[0]);
-  paddle_release_param(param_ptrs[1]);
+  print_parameter(params[0]);
+  print_parameter(params[1]);
 
   if (paddle_save_model(c, "/tmp/") != 0) {
     fail();
diff --git a/paddle/trainer/NewRemoteParameterUpdater.cpp b/paddle/trainer/NewRemoteParameterUpdater.cpp
index b3655d9d0255a86a0d8664fa3a70de3045a7b3cc..3d4d23afc7987798acca804907f94564c2c91a82 100644
--- a/paddle/trainer/NewRemoteParameterUpdater.cpp
+++ b/paddle/trainer/NewRemoteParameterUpdater.cpp
@@ -25,7 +25,6 @@ NewRemoteParameterUpdater::NewRemoteParameterUpdater(
     : parameterClient_(-1),
       newParameters_(nullptr),
       newGradients_(nullptr),
-      names_(nullptr),
       pserverSpec_(pserverSpec) {}
 
 void NewRemoteParameterUpdater::init(
@@ -41,12 +40,6 @@ void NewRemoteParameterUpdater::init(
   parameterClient_ = paddle_new_pserver_client((char *)pserverSpec_.c_str(),
                                                FLAGS_trainer_id == 0);
 
-  // init names_ for get parameter through paddle_cclient
-  names_ = (char **)malloc(parameterSize() * sizeof(char *));
-  for (int i = 0; i < parameterSize(); ++i) {
-    names_[i] = (char *)parameters_[i]->getName().c_str();
-  }
-
   // init new parameter and gradient.
   newParameters_ = initNewParameter(PARAMETER_VALUE);
   newGradients_ = initNewParameter(PARAMETER_GRADIENT);
@@ -68,7 +61,7 @@ void NewRemoteParameterUpdater::init(
     LOG(INFO) << "paddle_begin_init_params done";
   } else {
     paddle_get_params(
-        parameterClient_, names_, newParameters_, parameterSize());
+        parameterClient_, newParameters_, parameterSize());
   }
 
   LOG(INFO) << "NewRemoteParameterUpdater initialized";
@@ -80,7 +73,7 @@ void NewRemoteParameterUpdater::finishBatch(real cost) {
   // send gradient to parameter server.
   paddle_send_grads(parameterClient_, newGradients_, parameterSize());
   // get the updated parameter from parameterClient.
-  paddle_get_params(parameterClient_, names_, newParameters_, parameterSize());
+  paddle_get_params(parameterClient_, newParameters_, parameterSize());
 
   // clear gradient after update parameter.
   for (auto &para : parameters_) {
diff --git a/paddle/trainer/NewRemoteParameterUpdater.h b/paddle/trainer/NewRemoteParameterUpdater.h
index 1f22c15cef5494d9a1d4ef53f0ac1de4d3fae389..f735185f62b3491a63e34cfc4a2ef73dae12243e 100644
--- a/paddle/trainer/NewRemoteParameterUpdater.h
+++ b/paddle/trainer/NewRemoteParameterUpdater.h
@@ -32,9 +32,6 @@ public:
   NewRemoteParameterUpdater(const OptimizationConfig& config,
                             const std::string pserverSpec);
   ~NewRemoteParameterUpdater() {
-    if (names_ != nullptr) {
-      free(names_);
-    }
     releaseNewParameter(newParameters_);
     releaseNewParameter(newGradients_);
     if (parameterClient_ >= 0) paddle_pserver_client_release(parameterClient_);
@@ -105,13 +102,11 @@ private:
 
 protected:
   /// internal parameter client object for exchanging data with pserver
-  client parameterClient_;
+  paddle_pserver_client parameterClient_;
   /// the parameters for new pserver client
   paddle_parameter** newParameters_;
   /// the gradinets for new pserver client
   paddle_parameter** newGradients_;
-  /// the names for new parameters.
-  char** names_;
   /// the specification of parameter server "host1:port,host1:port"
   std::string pserverSpec_;
 };