diff --git a/weed/mq/broker/broker_grpc_pub.go b/weed/mq/broker/broker_grpc_pub.go
index 37f937949..854093f8a 100644
--- a/weed/mq/broker/broker_grpc_pub.go
+++ b/weed/mq/broker/broker_grpc_pub.go
@@ -7,6 +7,7 @@ import (
 	"github.com/seaweedfs/seaweedfs/weed/mq/topic"
 	"github.com/seaweedfs/seaweedfs/weed/pb"
 	"github.com/seaweedfs/seaweedfs/weed/pb/mq_pb"
+	"time"
 )
 
 // For a new or re-configured topic, or one of the broker went offline,
@@ -79,6 +80,7 @@ func (broker *MessageQueueBroker) Publish(stream mq_pb.SeaweedMessaging_PublishS
 	}
 	response := &mq_pb.PublishResponse{}
 	// TODO check whether current broker should be the leader for the topic partition
+	ackInterval := 1
 	initMessage := req.GetInit()
 	if initMessage != nil {
 		t, p := topic.FromPbTopic(initMessage.Topic), topic.FromPbPartition(initMessage.Partition)
@@ -87,6 +89,7 @@ func (broker *MessageQueueBroker) Publish(stream mq_pb.SeaweedMessaging_PublishS
 			localTopicPartition = topic.NewLocalPartition(t, p, true, nil)
 			broker.localTopicManager.AddTopicPartition(t, localTopicPartition)
 		}
+		ackInterval = int(initMessage.AckInterval)
 		stream.Send(response)
 	} else {
 		response.Error = fmt.Sprintf("topic %v partition %v not found", initMessage.Topic, initMessage.Partition)
@@ -94,23 +97,48 @@ func (broker *MessageQueueBroker) Publish(stream mq_pb.SeaweedMessaging_PublishS
 		return stream.Send(response)
 	}
 
+	ackCounter := 0
+	var ackSequence int64
+	respChan := make(chan *mq_pb.PublishResponse, 128)
+	defer close(respChan)
+	go func() {
+		for {
+			select {
+			case resp := <-respChan:
+				if err := stream.Send(resp); err != nil {
+					glog.Errorf("Error sending setup response: %v", err)
+				}
+			case <-time.After(1 * time.Second):
+				response := &mq_pb.PublishResponse{
+					AckSequence: ackSequence,
+				}
+				respChan <- response
+			}
+		}
+	}()
+
 	// process each published messages
 	for {
+		// receive a message
 		req, err := stream.Recv()
 		if err != nil {
 			return err
 		}
 
 		// Process the received message
-		sequence := req.GetSequence()
-		response := &mq_pb.PublishResponse{
-			AckSequence: sequence,
-		}
 		if dataMessage := req.GetData(); dataMessage != nil {
 			localTopicPartition.Publish(dataMessage)
 		}
-		if err := stream.Send(response); err != nil {
-			glog.Errorf("Error sending setup response: %v", err)
+
+		ackCounter++
+		ackSequence++
+		if ackCounter >= ackInterval {
+			ackCounter = 0
+			// send back the ack
+			response := &mq_pb.PublishResponse{
+				AckSequence: ackSequence,
+			}
+			respChan <- response
 		}
 	}
 
diff --git a/weed/pb/mq.proto b/weed/pb/mq.proto
index d3e7e5ef2..8a75bd7a2 100644
--- a/weed/pb/mq.proto
+++ b/weed/pb/mq.proto
@@ -149,6 +149,7 @@ message PublishRequest {
     message InitMessage {
         Topic topic = 1;
         Partition partition = 2;
+        int32 ack_interval = 3;
     }
     oneof message {
         InitMessage init = 1;
diff --git a/weed/pb/mq_pb/mq.pb.go b/weed/pb/mq_pb/mq.pb.go
index 0eeaeb0c3..49afdb3d1 100644
--- a/weed/pb/mq_pb/mq.pb.go
+++ b/weed/pb/mq_pb/mq.pb.go
@@ -1,6 +1,6 @@
 // Code generated by protoc-gen-go. DO NOT EDIT.
 // versions:
-// 	protoc-gen-go v1.28.1
+// 	protoc-gen-go v1.30.0
 // 	protoc        v4.23.3
 // source: mq.proto
 
@@ -1515,8 +1515,9 @@ type PublishRequest_InitMessage struct {
 	sizeCache     protoimpl.SizeCache
 	unknownFields protoimpl.UnknownFields
 
-	Topic     *Topic     `protobuf:"bytes,1,opt,name=topic,proto3" json:"topic,omitempty"`
-	Partition *Partition `protobuf:"bytes,2,opt,name=partition,proto3" json:"partition,omitempty"`
+	Topic       *Topic     `protobuf:"bytes,1,opt,name=topic,proto3" json:"topic,omitempty"`
+	Partition   *Partition `protobuf:"bytes,2,opt,name=partition,proto3" json:"partition,omitempty"`
+	AckInterval int32      `protobuf:"varint,3,opt,name=ack_interval,json=ackInterval,proto3" json:"ack_interval,omitempty"`
 }
 
 func (x *PublishRequest_InitMessage) Reset() {
@@ -1565,6 +1566,13 @@ func (x *PublishRequest_InitMessage) GetPartition() *Partition {
 	return nil
 }
 
+func (x *PublishRequest_InitMessage) GetAckInterval() int32 {
+	if x != nil {
+		return x.AckInterval
+	}
+	return 0
+}
+
 type SubscribeRequest_Consumer struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
@@ -1946,7 +1954,7 @@ var file_mq_proto_rawDesc = []byte{
 	0x0a, 0x0b, 0x44, 0x61, 0x74, 0x61, 0x4d, 0x65, 0x73, 0x73, 0x61, 0x67, 0x65, 0x12, 0x10, 0x0a,
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@@ -1956,140 +1964,142 @@ var file_mq_proto_rawDesc = []byte{
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 var (