diff --git a/internal/trace.go b/internal/trace.go
index f7cea8de..011e239b 100644
--- a/internal/trace.go
+++ b/internal/trace.go
@@ -21,6 +21,8 @@ import (
 	"bytes"
 	"context"
 	"fmt"
+	"github.com/apache/rocketmq-client-go/v2"
+	"github.com/apache/rocketmq-client-go/v2/producer"
 	"runtime"
 	"strconv"
 	"strings"
@@ -237,8 +239,8 @@ type traceDispatcher struct {
 	// support deliver trace message to other cluster.
 	namesrvs *namesrvs
 	// round robin index
-	rrindex int32
-	cli     RMQClient
+	rrindex       int32
+	traceProducer rocketmq.Producer
 }
 
 func NewTraceDispatcher(traceCfg *primitive.TraceConfig) *traceDispatcher {
@@ -273,28 +275,30 @@ func NewTraceDispatcher(traceCfg *primitive.TraceConfig) *traceDispatcher {
 		srvs.SetCredentials(traceCfg.Credentials)
 	}
 
-	cliOp := DefaultClientOptions()
-	cliOp.GroupName = traceCfg.GroupName
-	cliOp.NameServerAddrs = traceCfg.NamesrvAddrs
-	cliOp.InstanceName = "INNER_TRACE_CLIENT_DEFAULT"
-	cliOp.RetryTimes = 0
-	cliOp.Namesrv = srvs
-	cliOp.Credentials = traceCfg.Credentials
-	cli := GetOrNewRocketMQClient(cliOp, nil)
-	if cli == nil {
+	traceProducer, err := producer.NewDefaultProducer(
+		producer.WithGroupName(traceCfg.GroupName),
+		producer.WithNameServerAddrs(traceCfg.NamesrvAddrs),
+		producer.WithInstanceName("INNER_TRACE_CLIENT_DEFAULT"),
+		producer.WithRetry(0),
+		producer.WithNamesrv(srvs),
+		producer.WithCredentials(traceCfg.Credentials),
+	)
+	if err != nil {
+		panic(errors.Wrap(err, "new producer failed."))
+	}
+	if traceProducer == nil {
 		return nil
 	}
-	cliOp.Namesrv = cli.GetNameSrv()
 	return &traceDispatcher{
 		ctx:    ctx,
 		cancel: cancel,
 
-		traceTopic: t,
-		access:     traceCfg.Access,
-		input:      make(chan TraceContext, 1024),
-		batchCh:    make(chan []*TraceContext, 2048),
-		cli:        cli,
-		namesrvs:   srvs,
+		traceTopic:    t,
+		access:        traceCfg.Access,
+		input:         make(chan TraceContext, 1024),
+		batchCh:       make(chan []*TraceContext, 2048),
+		namesrvs:      srvs,
+		traceProducer: traceProducer,
 	}
 }
 
@@ -304,7 +308,7 @@ func (td *traceDispatcher) GetTraceTopicName() string {
 
 func (td *traceDispatcher) Start() {
 	td.running = true
-	td.cli.Start()
+	td.traceProducer.Start()
 	maxWaitDuration := 5 * time.Millisecond
 	td.ticker = time.NewTicker(maxWaitDuration)
 	maxWaitTime := maxWaitDuration.Nanoseconds()
@@ -462,28 +466,20 @@ func (td *traceDispatcher) sendTraceDataByMQ(keySet Keyset, regionID string, dat
 	msg := primitive.NewMessage(traceTopic, []byte(data))
 	msg.WithKeys(keySet.slice())
 
-	mq, addr := td.findMq(regionID)
-	if mq == nil {
-		return
-	}
-
-	var req = td.buildSendRequest(mq, msg)
 	ctx, cancel := context.WithTimeout(context.Background(), 5*time.Second)
-	err := td.cli.InvokeAsync(ctx, addr, req, func(command *remote.RemotingCommand, e error) {
+	err := td.traceProducer.SendAsync(ctx, func(ctx context.Context, resp *primitive.SendResult, err error) {
 		cancel()
-		resp := primitive.NewSendResult()
-		if e != nil {
+		if err != nil {
 			rlog.Info("send trace data error.", map[string]interface{}{
 				"traceData": data,
 			})
 		} else {
-			td.cli.ProcessSendResponse(mq.BrokerName, command, resp, msg)
 			rlog.Debug("send trace data success:", map[string]interface{}{
 				"SendResult": resp,
 				"traceData":  data,
 			})
 		}
-	})
+	}, msg)
 	if err != nil {
 		cancel()
 		rlog.Info("send trace data error when invoke", map[string]interface{}{
diff --git a/producer/option.go b/producer/option.go
index c3a0dc42..90c38ee5 100644
--- a/producer/option.go
+++ b/producer/option.go
@@ -65,6 +65,18 @@ func WithGroupName(group string) Option {
 	}
 }
 
+func WithNameServerAddrs(nameServerAddrs primitive.NamesrvAddr) Option {
+	return func(opts *producerOptions) {
+		opts.NameServerAddrs = nameServerAddrs
+	}
+}
+
+func WithNamesrv(namesrv internal.Namesrvs) Option {
+	return func(opts *producerOptions) {
+		opts.Namesrv = namesrv
+	}
+}
+
 func WithInstanceName(name string) Option {
 	return func(opts *producerOptions) {
 		opts.InstanceName = name