diff --git a/include/pika_client_conn.h b/include/pika_client_conn.h
index c6a38a46d3..2d82f61854 100644
--- a/include/pika_client_conn.h
+++ b/include/pika_client_conn.h
@@ -110,7 +110,7 @@ class PikaClientConn : public net::RedisConn {
   void ProcessSlowlog(const PikaCmdArgsType& argv, uint64_t start_us, uint64_t do_duration);
   void ProcessMonitor(const PikaCmdArgsType& argv);
 
-  void ExecRedisCmd(const PikaCmdArgsType& argv, const std::shared_ptr<std::string>& resp_ptr);
+  void ExecRedisCmd(const PikaCmdArgsType& argv, std::shared_ptr<std::string>& resp_ptr);
   void TryWriteResp();
 
   AuthStat auth_stat_;
diff --git a/include/pika_command.h b/include/pika_command.h
index 4f7fb18806..a5fd6f69ab 100644
--- a/include/pika_command.h
+++ b/include/pika_command.h
@@ -531,7 +531,7 @@ class Cmd : public std::enable_shared_from_this<Cmd> {
   std::string db_name_{};
 
   std::weak_ptr<net::NetConn> conn_;
-  std::shared_ptr<std::string> resp_;
+  std::weak_ptr<std::string> resp_;
   CmdStage stage_ = kNone;
   uint64_t do_duration_ = 0;
 
diff --git a/src/pika_bit.cc b/src/pika_bit.cc
index a2a57f5255..8b187164d8 100644
--- a/src/pika_bit.cc
+++ b/src/pika_bit.cc
@@ -225,7 +225,7 @@ void BitOpCmd::DoBinlog(const std::shared_ptr<SyncMasterSlot>& slot) {
   set_args.emplace_back(value_to_dest_);
   set_cmd_->Initial(set_args, db_name_);
   set_cmd_->SetConn(GetConn());
-  set_cmd_->SetResp(resp_);
+  set_cmd_->SetResp(resp_.lock());
   //value of this binlog might be strange if you print it out(eg. set bitkey_out1 «ѦFO<t·), but it's ok.
   set_cmd_->DoBinlog(slot);
 }
diff --git a/src/pika_client_conn.cc b/src/pika_client_conn.cc
index 01835e66fe..2c79afa4b0 100644
--- a/src/pika_client_conn.cc
+++ b/src/pika_client_conn.cc
@@ -280,7 +280,6 @@ void PikaClientConn::TryWriteResp() {
 }
 void PikaClientConn::PushCmdToQue(std::shared_ptr<Cmd> cmd) {
   txn_cmd_que_.push(cmd);
-  cmd->SetResp(std::make_shared<std::string>());
 }
 
 bool PikaClientConn::IsInTxn() {
@@ -390,7 +389,7 @@ void PikaClientConn::ExitTxn() {
 }
 
 
-void PikaClientConn::ExecRedisCmd(const PikaCmdArgsType& argv, const std::shared_ptr<std::string>& resp_ptr) {
+void PikaClientConn::ExecRedisCmd(const PikaCmdArgsType& argv, std::shared_ptr<std::string>& resp_ptr) {
   // get opt
   std::string opt = argv[0];
   pstd::StringToLower(opt);
diff --git a/src/pika_command.cc b/src/pika_command.cc
index 699cc52c95..6207db77d1 100644
--- a/src/pika_command.cc
+++ b/src/pika_command.cc
@@ -927,6 +927,6 @@ std::shared_ptr<net::NetConn> Cmd::GetConn() { return conn_.lock(); }
 
 void Cmd::SetResp(const std::shared_ptr<std::string>& resp) { resp_ = resp; }
 
-std::shared_ptr<std::string> Cmd::GetResp() { return resp_; }
+std::shared_ptr<std::string> Cmd::GetResp() { return resp_.lock(); }
 
 void Cmd::SetStage(CmdStage stage) { stage_ = stage; }
diff --git a/src/pika_hyperloglog.cc b/src/pika_hyperloglog.cc
index 9fb6c263b7..0cb6615a73 100644
--- a/src/pika_hyperloglog.cc
+++ b/src/pika_hyperloglog.cc
@@ -79,7 +79,7 @@ void PfMergeCmd::DoBinlog(const std::shared_ptr<SyncMasterSlot>& slot) {
   set_args.emplace_back(value_to_dest_);
   set_cmd_->Initial(set_args,  db_name_);
   set_cmd_->SetConn(GetConn());
-  set_cmd_->SetResp(resp_);
+  set_cmd_->SetResp(resp_.lock());
   //value of this binlog might be strange, it's an string with size of 128KB
   set_cmd_->DoBinlog(slot);
 }
diff --git a/src/pika_kv.cc b/src/pika_kv.cc
index d2891476c2..7886a9cc73 100644
--- a/src/pika_kv.cc
+++ b/src/pika_kv.cc
@@ -692,7 +692,7 @@ void MsetCmd::DoBinlog(const std::shared_ptr<SyncMasterSlot>& slot) {
   //used "set" instead of "SET" to distinguish the binlog of Set
   set_argv[0] = "set";
   set_cmd_->SetConn(GetConn());
-  set_cmd_->SetResp(resp_);
+  set_cmd_->SetResp(resp_.lock());
   for(auto& kv: kvs_){
     set_argv[1] = kv.key;
     set_argv[2] = kv.value;
@@ -740,7 +740,7 @@ void MsetnxCmd::DoBinlog(const std::shared_ptr<SyncMasterSlot>& slot) {
   //used "set" instead of "SET" to distinguish the binlog of SetCmd
   set_argv[0] = "set";
   set_cmd_->SetConn(GetConn());
-  set_cmd_->SetResp(resp_);
+  set_cmd_->SetResp(resp_.lock());
   for(auto& kv: kvs_){
     set_argv[1] = kv.key;
     set_argv[2] = kv.value;
diff --git a/src/pika_list.cc b/src/pika_list.cc
index e1ae13513e..867be2fec9 100644
--- a/src/pika_list.cc
+++ b/src/pika_list.cc
@@ -632,9 +632,9 @@ void RPopLPushCmd::DoBinlog(const std::shared_ptr<SyncMasterSlot>& slot) {
   lpush_cmd_->Initial(lpush_args, db_name_);
 
   rpop_cmd_->SetConn(GetConn());
-  rpop_cmd_->SetResp(resp_);
+  rpop_cmd_->SetResp(resp_.lock());
   lpush_cmd_->SetConn(GetConn());
-  lpush_cmd_->SetResp(resp_);
+  lpush_cmd_->SetResp(resp_.lock());
 
   rpop_cmd_->DoBinlog(slot);
   lpush_cmd_->DoBinlog(slot);
diff --git a/src/pika_set.cc b/src/pika_set.cc
index 59f74d1621..2d6df4648e 100644
--- a/src/pika_set.cc
+++ b/src/pika_set.cc
@@ -232,7 +232,7 @@ void SetOperationCmd::DoBinlog(const std::shared_ptr<SyncMasterSlot>& slot) {
   del_args.emplace_back(dest_key_);
   del_cmd_->Initial(del_args, db_name_);
   del_cmd_->SetConn(GetConn());
-  del_cmd_->SetResp(resp_);
+  del_cmd_->SetResp(resp_.lock());
   del_cmd_->DoBinlog(slot);
 
   if(value_to_dest_.size() == 0){
@@ -246,7 +246,7 @@ void SetOperationCmd::DoBinlog(const std::shared_ptr<SyncMasterSlot>& slot) {
   initial_args.emplace_back(value_to_dest_[0]);
   sadd_cmd_->Initial(initial_args, db_name_);
   sadd_cmd_->SetConn(GetConn());
-  sadd_cmd_->SetResp(resp_);
+  sadd_cmd_->SetResp(resp_.lock());
 
   auto& sadd_argv = sadd_cmd_->argv();
   size_t data_size = value_to_dest_[0].size();
@@ -405,9 +405,9 @@ void SMoveCmd::DoBinlog(const std::shared_ptr<SyncMasterSlot>& slot) {
   sadd_cmd_->Initial(sadd_args, db_name_);
 
   srem_cmd_->SetConn(GetConn());
-  srem_cmd_->SetResp(resp_);
+  srem_cmd_->SetResp(resp_.lock());
   sadd_cmd_->SetConn(GetConn());
-  sadd_cmd_->SetResp(resp_);
+  sadd_cmd_->SetResp(resp_.lock());
 
   srem_cmd_->DoBinlog(slot);
   sadd_cmd_->DoBinlog(slot);
diff --git a/src/pika_transaction.cc b/src/pika_transaction.cc
index a8fe1b8499..b4a849fb40 100644
--- a/src/pika_transaction.cc
+++ b/src/pika_transaction.cc
@@ -42,7 +42,13 @@ void ExecCmd::Do(std::shared_ptr<Slot> slot) {
   auto conn = GetConn();
   auto client_conn = std::dynamic_pointer_cast<PikaClientConn>(conn);
   std::vector<CmdRes> res_vec = {};
-  std::for_each(cmds_.begin(), cmds_.end(), [&client_conn, &res_vec](CmdInfo& each_cmd_info) {
+  std::vector<std::shared_ptr<std::string>> resp_strs;
+  for (int i = 0; i < cmds_.size(); ++i) {
+    resp_strs.emplace_back(std::make_shared<std::string>());
+  }
+  auto resp_strs_iter = resp_strs.begin();
+  std::for_each(cmds_.begin(), cmds_.end(), [&client_conn, &res_vec, &resp_strs_iter](CmdInfo& each_cmd_info) {
+    each_cmd_info.cmd_->SetResp(*resp_strs_iter++);
     auto& cmd = each_cmd_info.cmd_;
     auto& slot = each_cmd_info.slot_;
     auto sync_slot = each_cmd_info.sync_slot_;
diff --git a/src/pika_zset.cc b/src/pika_zset.cc
index 6be99b9a6f..6d26552113 100644
--- a/src/pika_zset.cc
+++ b/src/pika_zset.cc
@@ -538,7 +538,7 @@ void ZUnionstoreCmd::DoBinlog(const std::shared_ptr<SyncMasterSlot>& slot) {
   del_args.emplace_back(dest_key_);
   del_cmd_->Initial(del_args, db_name_);
   del_cmd_->SetConn(GetConn());
-  del_cmd_->SetResp(resp_);
+  del_cmd_->SetResp(resp_.lock());
   del_cmd_->DoBinlog(slot);
 
   if(value_to_dest_.empty()){
@@ -557,7 +557,7 @@ void ZUnionstoreCmd::DoBinlog(const std::shared_ptr<SyncMasterSlot>& slot) {
   value_to_dest_.erase(value_to_dest_.begin());
   zadd_cmd_->Initial(initial_args, db_name_);
   zadd_cmd_->SetConn(GetConn());
-  zadd_cmd_->SetResp(resp_);
+  zadd_cmd_->SetResp(resp_.lock());
 
   auto& zadd_argv = zadd_cmd_->argv();
   size_t data_size = d_len + zadd_argv[3].size();
@@ -603,7 +603,7 @@ void ZInterstoreCmd::DoBinlog(const std::shared_ptr<SyncMasterSlot>& slot) {
   del_args.emplace_back(dest_key_);
   del_cmd_->Initial(del_args, db_name_);
   del_cmd_->SetConn(GetConn());
-  del_cmd_->SetResp(resp_);
+  del_cmd_->SetResp(resp_.lock());
   del_cmd_->DoBinlog(slot);
 
   if(value_to_dest_.size() == 0){
@@ -620,7 +620,7 @@ void ZInterstoreCmd::DoBinlog(const std::shared_ptr<SyncMasterSlot>& slot) {
   initial_args.emplace_back(value_to_dest_[0].member);
   zadd_cmd_->Initial(initial_args, db_name_);
   zadd_cmd_->SetConn(GetConn());
-  zadd_cmd_->SetResp(resp_);
+  zadd_cmd_->SetResp(resp_.lock());
 
   auto& zadd_argv = zadd_cmd_->argv();
   size_t data_size = d_len + value_to_dest_[0].member.size();