diff --git a/internal/datanode/broker/broker.go b/internal/datanode/broker/broker.go
index 234d62dd7b..404981a8a0 100644
--- a/internal/datanode/broker/broker.go
+++ b/internal/datanode/broker/broker.go
@@ -22,13 +22,15 @@ type coordBroker struct {
 	*dataCoordBroker
 }
 
-func NewCoordBroker(rc types.RootCoordClient, dc types.DataCoordClient) Broker {
+func NewCoordBroker(rc types.RootCoordClient, dc types.DataCoordClient, serverID int64) Broker {
 	return &coordBroker{
 		rootCoordBroker: &rootCoordBroker{
-			client: rc,
+			client:   rc,
+			serverID: serverID,
 		},
 		dataCoordBroker: &dataCoordBroker{
-			client: dc,
+			client:   dc,
+			serverID: serverID,
 		},
 	}
 }
diff --git a/internal/datanode/broker/datacoord.go b/internal/datanode/broker/datacoord.go
index e3e57cd839..0b6ad491d7 100644
--- a/internal/datanode/broker/datacoord.go
+++ b/internal/datanode/broker/datacoord.go
@@ -14,18 +14,18 @@ import (
 	"github.com/milvus-io/milvus/pkg/log"
 	"github.com/milvus-io/milvus/pkg/util/commonpbutil"
 	"github.com/milvus-io/milvus/pkg/util/merr"
-	"github.com/milvus-io/milvus/pkg/util/paramtable"
 	"github.com/milvus-io/milvus/pkg/util/tsoutil"
 	"github.com/milvus-io/milvus/pkg/util/typeutil"
 )
 
 type dataCoordBroker struct {
-	client types.DataCoordClient
+	client   types.DataCoordClient
+	serverID int64
 }
 
 func (dc *dataCoordBroker) AssignSegmentID(ctx context.Context, reqs ...*datapb.SegmentIDRequest) ([]typeutil.UniqueID, error) {
 	req := &datapb.AssignSegmentIDRequest{
-		NodeID:            paramtable.GetNodeID(),
+		NodeID:            dc.serverID,
 		PeerRole:          typeutil.ProxyRole,
 		SegmentIDRequests: reqs,
 	}
@@ -48,7 +48,7 @@ func (dc *dataCoordBroker) ReportTimeTick(ctx context.Context, msgs []*msgpb.Dat
 	req := &datapb.ReportDataNodeTtMsgsRequest{
 		Base: commonpbutil.NewMsgBase(
 			commonpbutil.WithMsgType(commonpb.MsgType_DataNodeTt),
-			commonpbutil.WithSourceID(paramtable.GetNodeID()),
+			commonpbutil.WithSourceID(dc.serverID),
 		),
 		Msgs: msgs,
 	}
@@ -69,7 +69,7 @@ func (dc *dataCoordBroker) GetSegmentInfo(ctx context.Context, segmentIDs []int6
 	infoResp, err := dc.client.GetSegmentInfo(ctx, &datapb.GetSegmentInfoRequest{
 		Base: commonpbutil.NewMsgBase(
 			commonpbutil.WithMsgType(commonpb.MsgType_SegmentInfo),
-			commonpbutil.WithSourceID(paramtable.GetNodeID()),
+			commonpbutil.WithSourceID(dc.serverID),
 		),
 		SegmentIDs:       segmentIDs,
 		IncludeUnHealthy: true,
@@ -96,7 +96,7 @@ func (dc *dataCoordBroker) UpdateChannelCheckpoint(ctx context.Context, channelN
 
 	req := &datapb.UpdateChannelCheckpointRequest{
 		Base: commonpbutil.NewMsgBase(
-			commonpbutil.WithSourceID(paramtable.GetNodeID()),
+			commonpbutil.WithSourceID(dc.serverID),
 		),
 		VChannel: channelName,
 		Position: cp,
diff --git a/internal/datanode/broker/datacoord_test.go b/internal/datanode/broker/datacoord_test.go
index b4564aba38..ab773c8d2c 100644
--- a/internal/datanode/broker/datacoord_test.go
+++ b/internal/datanode/broker/datacoord_test.go
@@ -33,7 +33,7 @@ func (s *dataCoordSuite) SetupSuite() {
 
 func (s *dataCoordSuite) SetupTest() {
 	s.dc = mocks.NewMockDataCoordClient(s.T())
-	s.broker = NewCoordBroker(nil, s.dc)
+	s.broker = NewCoordBroker(nil, s.dc, 1)
 }
 
 func (s *dataCoordSuite) resetMock() {
diff --git a/internal/datanode/broker/rootcoord.go b/internal/datanode/broker/rootcoord.go
index 47129f8487..de41bd5865 100644
--- a/internal/datanode/broker/rootcoord.go
+++ b/internal/datanode/broker/rootcoord.go
@@ -13,12 +13,12 @@ import (
 	"github.com/milvus-io/milvus/pkg/log"
 	"github.com/milvus-io/milvus/pkg/util/commonpbutil"
 	"github.com/milvus-io/milvus/pkg/util/merr"
-	"github.com/milvus-io/milvus/pkg/util/paramtable"
 	"github.com/milvus-io/milvus/pkg/util/typeutil"
 )
 
 type rootCoordBroker struct {
-	client types.RootCoordClient
+	client   types.RootCoordClient
+	serverID int64
 }
 
 func (rc *rootCoordBroker) DescribeCollection(ctx context.Context, collectionID typeutil.UniqueID, timestamp typeutil.Timestamp) (*milvuspb.DescribeCollectionResponse, error) {
@@ -29,7 +29,7 @@ func (rc *rootCoordBroker) DescribeCollection(ctx context.Context, collectionID
 	req := &milvuspb.DescribeCollectionRequest{
 		Base: commonpbutil.NewMsgBase(
 			commonpbutil.WithMsgType(commonpb.MsgType_DescribeCollection),
-			commonpbutil.WithSourceID(paramtable.GetNodeID()),
+			commonpbutil.WithSourceID(rc.serverID),
 		),
 		// please do not specify the collection name alone after database feature.
 		CollectionID: collectionID,
@@ -89,7 +89,7 @@ func (rc *rootCoordBroker) AllocTimestamp(ctx context.Context, num uint32) (uint
 	req := &rootcoordpb.AllocTimestampRequest{
 		Base: commonpbutil.NewMsgBase(
 			commonpbutil.WithMsgType(commonpb.MsgType_RequestTSO),
-			commonpbutil.WithSourceID(paramtable.GetNodeID()),
+			commonpbutil.WithSourceID(rc.serverID),
 		),
 		Count: num,
 	}
diff --git a/internal/datanode/broker/rootcoord_test.go b/internal/datanode/broker/rootcoord_test.go
index e08279fe2f..383fa6f290 100644
--- a/internal/datanode/broker/rootcoord_test.go
+++ b/internal/datanode/broker/rootcoord_test.go
@@ -33,7 +33,7 @@ func (s *rootCoordSuite) SetupSuite() {
 
 func (s *rootCoordSuite) SetupTest() {
 	s.rc = mocks.NewMockRootCoordClient(s.T())
-	s.broker = NewCoordBroker(s.rc, nil)
+	s.broker = NewCoordBroker(s.rc, nil, 1)
 }
 
 func (s *rootCoordSuite) resetMock() {
diff --git a/internal/datanode/data_node.go b/internal/datanode/data_node.go
index 859e190b34..fe212e25f5 100644
--- a/internal/datanode/data_node.go
+++ b/internal/datanode/data_node.go
@@ -26,12 +26,12 @@ import (
 	"math/rand"
 	"os"
 	"sync"
-	"sync/atomic"
 	"syscall"
 	"time"
 
 	"github.com/cockroachdb/errors"
 	clientv3 "go.etcd.io/etcd/client/v3"
+	"go.uber.org/atomic"
 	"go.uber.org/zap"
 
 	"github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
@@ -84,6 +84,7 @@ var Params *paramtable.ComponentParam = paramtable.Get()
 //	`segmentCache` stores all flushing and flushed segments.
 type DataNode struct {
 	ctx              context.Context
+	serverID         int64
 	cancel           context.CancelFunc
 	Role             string
 	stateCode        atomic.Value // commonpb.StateCode_Initializing
@@ -127,7 +128,7 @@ type DataNode struct {
 }
 
 // NewDataNode will return a DataNode with abnormal state.
-func NewDataNode(ctx context.Context, factory dependency.Factory) *DataNode {
+func NewDataNode(ctx context.Context, factory dependency.Factory, serverID int64) *DataNode {
 	rand.Seed(time.Now().UnixNano())
 	ctx2, cancel2 := context.WithCancel(ctx)
 	node := &DataNode{
@@ -138,6 +139,7 @@ func NewDataNode(ctx context.Context, factory dependency.Factory) *DataNode {
 		rootCoord:          nil,
 		dataCoord:          nil,
 		factory:            factory,
+		serverID:           serverID,
 		segmentCache:       newCache(),
 		compactionExecutor: newCompactionExecutor(),
 
@@ -189,9 +191,10 @@ func (node *DataNode) SetDataCoordClient(ds types.DataCoordClient) error {
 
 // Register register datanode to etcd
 func (node *DataNode) Register() error {
+	log.Debug("node begin to register to etcd", zap.String("serverName", node.session.ServerName), zap.Int64("ServerID", node.session.ServerID))
 	node.session.Register()
 
-	metrics.NumNodes.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), typeutil.DataNodeRole).Inc()
+	metrics.NumNodes.WithLabelValues(fmt.Sprint(node.GetNodeID()), typeutil.DataNodeRole).Inc()
 	log.Info("DataNode Register Finished")
 	// Start liveness check
 	node.session.LivenessCheck(node.ctx, func() {
@@ -199,7 +202,7 @@ func (node *DataNode) Register() error {
 		if err := node.Stop(); err != nil {
 			log.Fatal("failed to stop server", zap.Error(err))
 		}
-		metrics.NumNodes.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), typeutil.DataNodeRole).Dec()
+		metrics.NumNodes.WithLabelValues(fmt.Sprint(node.GetNodeID()), typeutil.DataNodeRole).Dec()
 		// manually send signal to starter goroutine
 		if node.session.TriggerKill {
 			if p, err := os.FindProcess(os.Getpid()); err == nil {
@@ -232,6 +235,10 @@ func (node *DataNode) initRateCollector() error {
 	return nil
 }
 
+func (node *DataNode) GetNodeID() int64 {
+	return node.serverID
+}
+
 func (node *DataNode) Init() error {
 	var initError error
 	node.initOnce.Do(func() {
@@ -244,24 +251,24 @@ func (node *DataNode) Init() error {
 			return
 		}
 
-		node.broker = broker.NewCoordBroker(node.rootCoord, node.dataCoord)
+		node.broker = broker.NewCoordBroker(node.rootCoord, node.dataCoord, node.GetNodeID())
 
 		err := node.initRateCollector()
 		if err != nil {
-			log.Error("DataNode server init rateCollector failed", zap.Int64("node ID", paramtable.GetNodeID()), zap.Error(err))
+			log.Error("DataNode server init rateCollector failed", zap.Int64("node ID", node.GetNodeID()), zap.Error(err))
 			initError = err
 			return
 		}
-		log.Info("DataNode server init rateCollector done", zap.Int64("node ID", paramtable.GetNodeID()))
+		log.Info("DataNode server init rateCollector done", zap.Int64("node ID", node.GetNodeID()))
 
-		node.dispClient = msgdispatcher.NewClient(node.factory, typeutil.DataNodeRole, paramtable.GetNodeID())
-		log.Info("DataNode server init dispatcher client done", zap.Int64("node ID", paramtable.GetNodeID()))
+		node.dispClient = msgdispatcher.NewClient(node.factory, typeutil.DataNodeRole, node.GetNodeID())
+		log.Info("DataNode server init dispatcher client done", zap.Int64("node ID", node.GetNodeID()))
 
-		alloc, err := allocator.New(context.Background(), node.rootCoord, paramtable.GetNodeID())
+		alloc, err := allocator.New(context.Background(), node.rootCoord, node.GetNodeID())
 		if err != nil {
 			log.Error("failed to create id allocator",
 				zap.Error(err),
-				zap.String("role", typeutil.DataNodeRole), zap.Int64("DataNode ID", paramtable.GetNodeID()))
+				zap.String("role", typeutil.DataNodeRole), zap.Int64("DataNode ID", node.GetNodeID()))
 			initError = err
 			return
 		}
@@ -292,7 +299,7 @@ func (node *DataNode) Init() error {
 
 		node.channelCheckpointUpdater = newChannelCheckpointUpdater(node)
 
-		log.Info("init datanode done", zap.Int64("nodeID", paramtable.GetNodeID()), zap.String("Address", node.address))
+		log.Info("init datanode done", zap.Int64("nodeID", node.GetNodeID()), zap.String("Address", node.address))
 	})
 	return initError
 }
@@ -354,7 +361,7 @@ func (node *DataNode) Start() error {
 				Base: commonpbutil.NewMsgBase(
 					commonpbutil.WithMsgType(commonpb.MsgType_RequestTSO),
 					commonpbutil.WithMsgID(0),
-					commonpbutil.WithSourceID(paramtable.GetNodeID()),
+					commonpbutil.WithSourceID(node.GetNodeID()),
 				),
 				Count: 1,
 			})
diff --git a/internal/datanode/data_sync_service.go b/internal/datanode/data_sync_service.go
index 968ddb877a..0a27a2f5a5 100644
--- a/internal/datanode/data_sync_service.go
+++ b/internal/datanode/data_sync_service.go
@@ -40,7 +40,6 @@ import (
 	"github.com/milvus-io/milvus/pkg/mq/msgdispatcher"
 	"github.com/milvus-io/milvus/pkg/mq/msgstream"
 	"github.com/milvus-io/milvus/pkg/util/conc"
-	"github.com/milvus-io/milvus/pkg/util/paramtable"
 	"github.com/milvus-io/milvus/pkg/util/typeutil"
 )
 
@@ -351,7 +350,7 @@ func getServiceWithChannel(initCtx context.Context, node *DataNode, info *datapb
 		resendTTCh = make(chan resendTTMsg, 100)
 	)
 
-	node.writeBufferManager.Register(channelName, metacache, storageV2Cache, writebuffer.WithMetaWriter(syncmgr.BrokerMetaWriter(node.broker)), writebuffer.WithIDAllocator(node.allocator))
+	node.writeBufferManager.Register(channelName, metacache, storageV2Cache, writebuffer.WithMetaWriter(syncmgr.BrokerMetaWriter(node.broker, config.serverID)), writebuffer.WithIDAllocator(node.allocator))
 	ctx, cancel := context.WithCancel(node.ctx)
 	ds := &dataSyncService{
 		ctx:        ctx,
@@ -410,7 +409,7 @@ func getServiceWithChannel(initCtx context.Context, node *DataNode, info *datapb
 		}
 
 		m.AsProducer([]string{Params.CommonCfg.DataCoordTimeTick.GetValue()})
-		metrics.DataNodeNumProducers.WithLabelValues(fmt.Sprint(paramtable.GetNodeID())).Inc()
+		metrics.DataNodeNumProducers.WithLabelValues(fmt.Sprint(config.serverID)).Inc()
 		log.Info("datanode AsProducer", zap.String("TimeTickChannelName", Params.CommonCfg.DataCoordTimeTick.GetValue()))
 
 		m.EnableProduce(true)
diff --git a/internal/datanode/event_manager.go b/internal/datanode/event_manager.go
index 464a0c875a..93479774e6 100644
--- a/internal/datanode/event_manager.go
+++ b/internal/datanode/event_manager.go
@@ -33,7 +33,6 @@ import (
 	"github.com/milvus-io/milvus/internal/proto/datapb"
 	"github.com/milvus-io/milvus/pkg/log"
 	"github.com/milvus-io/milvus/pkg/util/logutil"
-	"github.com/milvus-io/milvus/pkg/util/paramtable"
 )
 
 const retryWatchInterval = 20 * time.Second
@@ -93,7 +92,7 @@ func (node *DataNode) StartWatchChannels(ctx context.Context) {
 // serves the corner case for etcd connection lost and missing some events
 func (node *DataNode) checkWatchedList() error {
 	// REF MEP#7 watch path should be [prefix]/channel/{node_id}/{channel_name}
-	prefix := path.Join(Params.CommonCfg.DataCoordWatchSubPath.GetValue(), fmt.Sprintf("%d", paramtable.GetNodeID()))
+	prefix := path.Join(Params.CommonCfg.DataCoordWatchSubPath.GetValue(), fmt.Sprintf("%d", node.serverID))
 	keys, values, err := node.watchKv.LoadWithPrefix(prefix)
 	if err != nil {
 		return err
diff --git a/internal/datanode/flow_graph_manager.go b/internal/datanode/flow_graph_manager.go
index b1832f3884..7efc1d3eee 100644
--- a/internal/datanode/flow_graph_manager.go
+++ b/internal/datanode/flow_graph_manager.go
@@ -62,6 +62,7 @@ func (fm *fgManagerImpl) AddFlowgraph(ds *dataSyncService) {
 
 func (fm *fgManagerImpl) AddandStartWithEtcdTickler(dn *DataNode, vchan *datapb.VchannelInfo, schema *schemapb.CollectionSchema, tickler *etcdTickler) error {
 	log := log.With(zap.String("channel", vchan.GetChannelName()))
+	log.Warn(fmt.Sprintf("debug AddandStartWithEtcdTickler %d", dn.GetNodeID()))
 	if fm.flowgraphs.Contain(vchan.GetChannelName()) {
 		log.Warn("try to add an existed DataSyncService")
 		return nil
diff --git a/internal/datanode/mock_test.go b/internal/datanode/mock_test.go
index 854c593149..34474e5439 100644
--- a/internal/datanode/mock_test.go
+++ b/internal/datanode/mock_test.go
@@ -83,7 +83,7 @@ var segID2SegInfo = map[int64]*datapb.SegmentInfo{
 
 func newIDLEDataNodeMock(ctx context.Context, pkType schemapb.DataType) *DataNode {
 	factory := dependency.NewDefaultFactory(true)
-	node := NewDataNode(ctx, factory)
+	node := NewDataNode(ctx, factory, 1)
 	node.SetSession(&sessionutil.Session{SessionRaw: sessionutil.SessionRaw{ServerID: 1}})
 	node.dispClient = msgdispatcher.NewClient(factory, typeutil.DataNodeRole, paramtable.GetNodeID())
 
diff --git a/internal/datanode/services.go b/internal/datanode/services.go
index 44316023ea..7432be8cc0 100644
--- a/internal/datanode/services.go
+++ b/internal/datanode/services.go
@@ -94,13 +94,13 @@ func (node *DataNode) GetComponentStates(ctx context.Context, req *milvuspb.GetC
 //		So if receiving calls to flush segment A, DataNode should guarantee the segment to be flushed.
 func (node *DataNode) FlushSegments(ctx context.Context, req *datapb.FlushSegmentsRequest) (*commonpb.Status, error) {
 	metrics.DataNodeFlushReqCounter.WithLabelValues(
-		fmt.Sprint(paramtable.GetNodeID()),
+		fmt.Sprint(node.GetNodeID()),
 		metrics.TotalLabel).Inc()
 
 	log := log.Ctx(ctx)
 
 	if err := merr.CheckHealthy(node.GetStateCode()); err != nil {
-		log.Warn("DataNode.FlushSegments failed", zap.Int64("nodeId", paramtable.GetNodeID()), zap.Error(err))
+		log.Warn("DataNode.FlushSegments failed", zap.Int64("nodeId", node.GetNodeID()), zap.Error(err))
 		return merr.Status(err), nil
 	}
 
@@ -111,6 +111,7 @@ func (node *DataNode) FlushSegments(ctx context.Context, req *datapb.FlushSegmen
 			zap.Int64("serverID", serverID),
 		)
 
+		log.Info(fmt.Sprintf("debug by FlushSegments:%v:%v", serverID, req.GetBase().GetTargetID()))
 		return merr.Status(merr.WrapErrNodeNotMatch(req.GetBase().GetTargetID(), serverID)), nil
 	}
 
@@ -133,7 +134,7 @@ func (node *DataNode) FlushSegments(ctx context.Context, req *datapb.FlushSegmen
 	log.Info("sending segments to WriteBuffer Manager")
 
 	metrics.DataNodeFlushReqCounter.WithLabelValues(
-		fmt.Sprint(paramtable.GetNodeID()),
+		fmt.Sprint(node.GetNodeID()),
 		metrics.SuccessLabel).Inc()
 	return merr.Success(), nil
 }
@@ -166,7 +167,7 @@ func (node *DataNode) GetStatisticsChannel(ctx context.Context, req *internalpb.
 func (node *DataNode) ShowConfigurations(ctx context.Context, req *internalpb.ShowConfigurationsRequest) (*internalpb.ShowConfigurationsResponse, error) {
 	log.Debug("DataNode.ShowConfigurations", zap.String("pattern", req.Pattern))
 	if err := merr.CheckHealthy(node.GetStateCode()); err != nil {
-		log.Warn("DataNode.ShowConfigurations failed", zap.Int64("nodeId", paramtable.GetNodeID()), zap.Error(err))
+		log.Warn("DataNode.ShowConfigurations failed", zap.Int64("nodeId", node.GetNodeID()), zap.Error(err))
 
 		return &internalpb.ShowConfigurationsResponse{
 			Status:        merr.Status(err),
@@ -191,7 +192,7 @@ func (node *DataNode) ShowConfigurations(ctx context.Context, req *internalpb.Sh
 // GetMetrics return datanode metrics
 func (node *DataNode) GetMetrics(ctx context.Context, req *milvuspb.GetMetricsRequest) (*milvuspb.GetMetricsResponse, error) {
 	if err := merr.CheckHealthy(node.GetStateCode()); err != nil {
-		log.Warn("DataNode.GetMetrics failed", zap.Int64("nodeId", paramtable.GetNodeID()), zap.Error(err))
+		log.Warn("DataNode.GetMetrics failed", zap.Int64("nodeId", node.GetNodeID()), zap.Error(err))
 
 		return &milvuspb.GetMetricsResponse{
 			Status: merr.Status(err),
@@ -201,7 +202,7 @@ func (node *DataNode) GetMetrics(ctx context.Context, req *milvuspb.GetMetricsRe
 	metricType, err := metricsinfo.ParseMetricType(req.Request)
 	if err != nil {
 		log.Warn("DataNode.GetMetrics failed to parse metric type",
-			zap.Int64("nodeID", paramtable.GetNodeID()),
+			zap.Int64("nodeID", node.GetNodeID()),
 			zap.String("req", req.Request),
 			zap.Error(err))
 
@@ -213,7 +214,7 @@ func (node *DataNode) GetMetrics(ctx context.Context, req *milvuspb.GetMetricsRe
 	if metricType == metricsinfo.SystemInfoMetrics {
 		systemInfoMetrics, err := node.getSystemInfoMetrics(ctx, req)
 		if err != nil {
-			log.Warn("DataNode GetMetrics failed", zap.Int64("nodeID", paramtable.GetNodeID()), zap.Error(err))
+			log.Warn("DataNode GetMetrics failed", zap.Int64("nodeID", node.GetNodeID()), zap.Error(err))
 			return &milvuspb.GetMetricsResponse{
 				Status: merr.Status(err),
 			}, nil
@@ -223,7 +224,7 @@ func (node *DataNode) GetMetrics(ctx context.Context, req *milvuspb.GetMetricsRe
 	}
 
 	log.RatedWarn(60, "DataNode.GetMetrics failed, request metric type is not implemented yet",
-		zap.Int64("nodeID", paramtable.GetNodeID()),
+		zap.Int64("nodeID", node.GetNodeID()),
 		zap.String("req", req.Request),
 		zap.String("metric_type", metricType))
 
@@ -237,7 +238,7 @@ func (node *DataNode) GetMetrics(ctx context.Context, req *milvuspb.GetMetricsRe
 func (node *DataNode) Compaction(ctx context.Context, req *datapb.CompactionPlan) (*commonpb.Status, error) {
 	log := log.Ctx(ctx).With(zap.Int64("planID", req.GetPlanID()))
 	if err := merr.CheckHealthy(node.GetStateCode()); err != nil {
-		log.Warn("DataNode.Compaction failed", zap.Int64("nodeId", paramtable.GetNodeID()), zap.Error(err))
+		log.Warn("DataNode.Compaction failed", zap.Int64("nodeId", node.GetNodeID()), zap.Error(err))
 		return merr.Status(err), nil
 	}
 
@@ -307,7 +308,7 @@ func (node *DataNode) Compaction(ctx context.Context, req *datapb.CompactionPlan
 // return status of all compaction plans
 func (node *DataNode) GetCompactionState(ctx context.Context, req *datapb.CompactionStateRequest) (*datapb.CompactionStateResponse, error) {
 	if err := merr.CheckHealthy(node.GetStateCode()); err != nil {
-		log.Warn("DataNode.GetCompactionState failed", zap.Int64("nodeId", paramtable.GetNodeID()), zap.Error(err))
+		log.Warn("DataNode.GetCompactionState failed", zap.Int64("nodeId", node.GetNodeID()), zap.Error(err))
 		return &datapb.CompactionStateResponse{
 			Status: merr.Status(err),
 		}, nil
@@ -330,7 +331,7 @@ func (node *DataNode) SyncSegments(ctx context.Context, req *datapb.SyncSegments
 	)
 
 	if err := merr.CheckHealthy(node.GetStateCode()); err != nil {
-		log.Warn("DataNode.SyncSegments failed", zap.Int64("nodeId", paramtable.GetNodeID()), zap.Error(err))
+		log.Warn("DataNode.SyncSegments failed", zap.Int64("nodeId", node.GetNodeID()), zap.Error(err))
 		return merr.Status(err), nil
 	}
 
@@ -366,7 +367,7 @@ func (node *DataNode) NotifyChannelOperation(ctx context.Context, req *datapb.Ch
 		zap.Int("operation count", len(req.GetInfos())))
 
 	if err := merr.CheckHealthy(node.GetStateCode()); err != nil {
-		log.Warn("DataNode.NotifyChannelOperation failed", zap.Int64("nodeId", paramtable.GetNodeID()), zap.Error(err))
+		log.Warn("DataNode.NotifyChannelOperation failed", zap.Int64("nodeId", node.GetNodeID()), zap.Error(err))
 		return merr.Status(err), nil
 	}
 
@@ -389,7 +390,7 @@ func (node *DataNode) CheckChannelOperationProgress(ctx context.Context, req *da
 
 	log.Info("DataNode receives CheckChannelOperationProgress")
 	if err := merr.CheckHealthy(node.GetStateCode()); err != nil {
-		log.Warn("DataNode.CheckChannelOperationProgress failed", zap.Int64("nodeId", paramtable.GetNodeID()), zap.Error(err))
+		log.Warn("DataNode.CheckChannelOperationProgress failed", zap.Int64("nodeId", node.GetNodeID()), zap.Error(err))
 		return &datapb.ChannelOperationProgressResponse{
 			Status: merr.Status(err),
 		}, nil
@@ -406,7 +407,7 @@ func (node *DataNode) Import(ctx context.Context, req *datapb.ImportTaskRequest)
 		zap.String("database name", req.GetImportTask().GetDatabaseName()),
 		zap.Strings("channel names", req.GetImportTask().GetChannelNames()),
 		zap.Int64s("working dataNodes", req.WorkingNodes),
-		zap.Int64("node ID", paramtable.GetNodeID()),
+		zap.Int64("node ID", node.GetNodeID()),
 	}
 	log.Info("DataNode receive import request", logFields...)
 	defer func() {
@@ -416,7 +417,7 @@ func (node *DataNode) Import(ctx context.Context, req *datapb.ImportTaskRequest)
 	importResult := &rootcoordpb.ImportResult{
 		Status:     merr.Success(),
 		TaskId:     req.GetImportTask().TaskId,
-		DatanodeId: paramtable.GetNodeID(),
+		DatanodeId: node.GetNodeID(),
 		State:      commonpb.ImportState_ImportStarted,
 		Segments:   make([]int64, 0),
 		AutoIds:    make([]int64, 0),
@@ -513,7 +514,7 @@ func (node *DataNode) Import(ctx context.Context, req *datapb.ImportTaskRequest)
 }
 
 func (node *DataNode) FlushChannels(ctx context.Context, req *datapb.FlushChannelsRequest) (*commonpb.Status, error) {
-	log := log.Ctx(ctx).With(zap.Int64("nodeId", paramtable.GetNodeID()),
+	log := log.Ctx(ctx).With(zap.Int64("nodeId", node.GetNodeID()),
 		zap.Time("flushTs", tsoutil.PhysicalTime(req.GetFlushTs())),
 		zap.Strings("channels", req.GetChannels()))
 
@@ -557,7 +558,7 @@ func (node *DataNode) AddImportSegment(ctx context.Context, req *datapb.AddImpor
 		return nil
 	}, retry.Attempts(getFlowGraphServiceAttempts))
 	if err != nil {
-		logFields = append(logFields, zap.Int64("node ID", paramtable.GetNodeID()))
+		logFields = append(logFields, zap.Int64("node ID", node.GetNodeID()))
 		log.Error("channel not found in current DataNode", logFields...)
 		return &datapb.AddImportSegmentResponse{
 			Status: &commonpb.Status{
@@ -660,7 +661,7 @@ func assignSegmentFunc(node *DataNode, req *datapb.ImportTaskRequest) importutil
 		importResult := &rootcoordpb.ImportResult{
 			Status:     merr.Success(),
 			TaskId:     req.GetImportTask().TaskId,
-			DatanodeId: paramtable.GetNodeID(),
+			DatanodeId: node.GetNodeID(),
 			State:      commonpb.ImportState_ImportStarted,
 			Segments:   []int64{segmentID},
 			AutoIds:    make([]int64, 0),
@@ -732,7 +733,7 @@ func saveSegmentFunc(node *DataNode, req *datapb.ImportTaskRequest, res *rootcoo
 			err := node.broker.SaveImportSegment(context.Background(), &datapb.SaveImportSegmentRequest{
 				Base: commonpbutil.NewMsgBase(
 					commonpbutil.WithTimeStamp(ts), // Pass current timestamp downstream.
-					commonpbutil.WithSourceID(paramtable.GetNodeID()),
+					commonpbutil.WithSourceID(node.GetNodeID()),
 				),
 				SegmentId:    segmentID,
 				ChannelName:  targetChName,
@@ -742,7 +743,7 @@ func saveSegmentFunc(node *DataNode, req *datapb.ImportTaskRequest, res *rootcoo
 				SaveBinlogPathReq: &datapb.SaveBinlogPathsRequest{
 					Base: commonpbutil.NewMsgBase(
 						commonpbutil.WithTimeStamp(ts),
-						commonpbutil.WithSourceID(paramtable.GetNodeID()),
+						commonpbutil.WithSourceID(node.GetNodeID()),
 					),
 					SegmentID:           segmentID,
 					CollectionID:        req.GetImportTask().GetCollectionId(),
diff --git a/internal/datanode/stats_updater.go b/internal/datanode/stats_updater.go
index cc44fff208..2f25c88136 100644
--- a/internal/datanode/stats_updater.go
+++ b/internal/datanode/stats_updater.go
@@ -12,7 +12,6 @@ import (
 	"github.com/milvus-io/milvus/pkg/mq/msgstream"
 	"github.com/milvus-io/milvus/pkg/util/commonpbutil"
 	"github.com/milvus-io/milvus/pkg/util/funcutil"
-	"github.com/milvus-io/milvus/pkg/util/paramtable"
 	"github.com/milvus-io/milvus/pkg/util/tsoutil"
 )
 
@@ -63,7 +62,7 @@ func (u *mqStatsUpdater) send(ts Timestamp, segmentIDs []int64) error {
 			Base: commonpbutil.NewMsgBase(
 				commonpbutil.WithMsgType(commonpb.MsgType_DataNodeTt),
 				commonpbutil.WithTimeStamp(ts),
-				commonpbutil.WithSourceID(paramtable.GetNodeID()),
+				commonpbutil.WithSourceID(u.config.serverID),
 			),
 			ChannelName:   u.config.vChannelName,
 			Timestamp:     ts,
diff --git a/internal/datanode/syncmgr/meta_writer.go b/internal/datanode/syncmgr/meta_writer.go
index 4d506be2e5..0e82f6cfe6 100644
--- a/internal/datanode/syncmgr/meta_writer.go
+++ b/internal/datanode/syncmgr/meta_writer.go
@@ -13,7 +13,6 @@ import (
 	"github.com/milvus-io/milvus/pkg/log"
 	"github.com/milvus-io/milvus/pkg/util/commonpbutil"
 	"github.com/milvus-io/milvus/pkg/util/merr"
-	"github.com/milvus-io/milvus/pkg/util/paramtable"
 	"github.com/milvus-io/milvus/pkg/util/retry"
 )
 
@@ -25,14 +24,16 @@ type MetaWriter interface {
 }
 
 type brokerMetaWriter struct {
-	broker broker.Broker
-	opts   []retry.Option
+	broker   broker.Broker
+	opts     []retry.Option
+	serverID int64
 }
 
-func BrokerMetaWriter(broker broker.Broker, opts ...retry.Option) MetaWriter {
+func BrokerMetaWriter(broker broker.Broker, serverID int64, opts ...retry.Option) MetaWriter {
 	return &brokerMetaWriter{
-		broker: broker,
-		opts:   opts,
+		broker:   broker,
+		serverID: serverID,
+		opts:     opts,
 	}
 }
 
@@ -82,7 +83,7 @@ func (b *brokerMetaWriter) UpdateSync(pack *SyncTask) error {
 		Base: commonpbutil.NewMsgBase(
 			commonpbutil.WithMsgType(0),
 			commonpbutil.WithMsgID(0),
-			commonpbutil.WithSourceID(paramtable.GetNodeID()),
+			commonpbutil.WithSourceID(b.serverID),
 		),
 		SegmentID:           pack.segmentID,
 		CollectionID:        pack.collectionID,
@@ -165,7 +166,7 @@ func (b *brokerMetaWriter) UpdateSyncV2(pack *SyncTaskV2) error {
 
 	req := &datapb.SaveBinlogPathsRequest{
 		Base: commonpbutil.NewMsgBase(
-			commonpbutil.WithSourceID(paramtable.GetNodeID()),
+			commonpbutil.WithSourceID(b.serverID),
 		),
 		SegmentID:    pack.segmentID,
 		CollectionID: pack.collectionID,
@@ -214,7 +215,7 @@ func (b *brokerMetaWriter) DropChannel(channelName string) error {
 	err := retry.Do(context.Background(), func() error {
 		status, err := b.broker.DropVirtualChannel(context.Background(), &datapb.DropVirtualChannelRequest{
 			Base: commonpbutil.NewMsgBase(
-				commonpbutil.WithSourceID(paramtable.GetNodeID()),
+				commonpbutil.WithSourceID(b.serverID),
 			),
 			ChannelName: channelName,
 		})
diff --git a/internal/datanode/syncmgr/meta_writer_test.go b/internal/datanode/syncmgr/meta_writer_test.go
index 23d54d9be4..fc1d921b70 100644
--- a/internal/datanode/syncmgr/meta_writer_test.go
+++ b/internal/datanode/syncmgr/meta_writer_test.go
@@ -30,7 +30,7 @@ func (s *MetaWriterSuite) SetupSuite() {
 func (s *MetaWriterSuite) SetupTest() {
 	s.broker = broker.NewMockBroker(s.T())
 	s.metacache = metacache.NewMockMetaCache(s.T())
-	s.writer = BrokerMetaWriter(s.broker, retry.Attempts(1))
+	s.writer = BrokerMetaWriter(s.broker, 1, retry.Attempts(1))
 }
 
 func (s *MetaWriterSuite) TestNormalSave() {
diff --git a/internal/datanode/syncmgr/sync_manager_test.go b/internal/datanode/syncmgr/sync_manager_test.go
index 5ddb5e332a..ec416fca72 100644
--- a/internal/datanode/syncmgr/sync_manager_test.go
+++ b/internal/datanode/syncmgr/sync_manager_test.go
@@ -160,7 +160,7 @@ func (s *SyncManagerSuite) TestSubmit() {
 	manager, err := NewSyncManager(s.chunkManager, s.allocator)
 	s.NoError(err)
 	task := s.getSuiteSyncTask()
-	task.WithMetaWriter(BrokerMetaWriter(s.broker))
+	task.WithMetaWriter(BrokerMetaWriter(s.broker, 1))
 	task.WithTimeRange(50, 100)
 	task.WithCheckpoint(&msgpb.MsgPosition{
 		ChannelName: s.channelName,
@@ -192,7 +192,7 @@ func (s *SyncManagerSuite) TestCompacted() {
 	manager, err := NewSyncManager(s.chunkManager, s.allocator)
 	s.NoError(err)
 	task := s.getSuiteSyncTask()
-	task.WithMetaWriter(BrokerMetaWriter(s.broker))
+	task.WithMetaWriter(BrokerMetaWriter(s.broker, 1))
 	task.WithTimeRange(50, 100)
 	task.WithCheckpoint(&msgpb.MsgPosition{
 		ChannelName: s.channelName,
@@ -235,7 +235,7 @@ func (s *SyncManagerSuite) TestBlock() {
 
 	go func() {
 		task := s.getSuiteSyncTask()
-		task.WithMetaWriter(BrokerMetaWriter(s.broker))
+		task.WithMetaWriter(BrokerMetaWriter(s.broker, 1))
 		task.WithTimeRange(50, 100)
 		task.WithCheckpoint(&msgpb.MsgPosition{
 			ChannelName: s.channelName,
diff --git a/internal/datanode/syncmgr/task_test.go b/internal/datanode/syncmgr/task_test.go
index 13b8318734..d03aa278d7 100644
--- a/internal/datanode/syncmgr/task_test.go
+++ b/internal/datanode/syncmgr/task_test.go
@@ -190,7 +190,7 @@ func (s *SyncTaskSuite) TestRunNormal() {
 
 	s.Run("without_data", func() {
 		task := s.getSuiteSyncTask()
-		task.WithMetaWriter(BrokerMetaWriter(s.broker))
+		task.WithMetaWriter(BrokerMetaWriter(s.broker, 1))
 		task.WithTimeRange(50, 100)
 		task.WithCheckpoint(&msgpb.MsgPosition{
 			ChannelName: s.channelName,
@@ -205,7 +205,7 @@ func (s *SyncTaskSuite) TestRunNormal() {
 	s.Run("with_insert_delete_cp", func() {
 		task := s.getSuiteSyncTask()
 		task.WithTimeRange(50, 100)
-		task.WithMetaWriter(BrokerMetaWriter(s.broker))
+		task.WithMetaWriter(BrokerMetaWriter(s.broker, 1))
 		task.WithCheckpoint(&msgpb.MsgPosition{
 			ChannelName: s.channelName,
 			MsgID:       []byte{1, 2, 3, 4},
@@ -223,7 +223,7 @@ func (s *SyncTaskSuite) TestRunNormal() {
 	s.Run("with_statslog", func() {
 		task := s.getSuiteSyncTask()
 		task.WithTimeRange(50, 100)
-		task.WithMetaWriter(BrokerMetaWriter(s.broker))
+		task.WithMetaWriter(BrokerMetaWriter(s.broker, 1))
 		task.WithCheckpoint(&msgpb.MsgPosition{
 			ChannelName: s.channelName,
 			MsgID:       []byte{1, 2, 3, 4},
@@ -246,7 +246,7 @@ func (s *SyncTaskSuite) TestRunNormal() {
 	s.Run("with_delta_data", func() {
 		task := s.getSuiteSyncTask()
 		task.WithTimeRange(50, 100)
-		task.WithMetaWriter(BrokerMetaWriter(s.broker))
+		task.WithMetaWriter(BrokerMetaWriter(s.broker, 1))
 		task.WithCheckpoint(&msgpb.MsgPosition{
 			ChannelName: s.channelName,
 			MsgID:       []byte{1, 2, 3, 4},
@@ -278,7 +278,7 @@ func (s *SyncTaskSuite) TestRunL0Segment() {
 			Value: []byte("test_data"),
 		}
 		task.WithTimeRange(50, 100)
-		task.WithMetaWriter(BrokerMetaWriter(s.broker))
+		task.WithMetaWriter(BrokerMetaWriter(s.broker, 1))
 		task.WithCheckpoint(&msgpb.MsgPosition{
 			ChannelName: s.channelName,
 			MsgID:       []byte{1, 2, 3, 4},
@@ -315,7 +315,7 @@ func (s *SyncTaskSuite) TestCompactToNull() {
 	s.metacache.EXPECT().GetSegmentByID(s.segmentID).Return(seg, true)
 
 	task := s.getSuiteSyncTask()
-	task.WithMetaWriter(BrokerMetaWriter(s.broker))
+	task.WithMetaWriter(BrokerMetaWriter(s.broker, 1))
 	task.WithTimeRange(50, 100)
 	task.WithCheckpoint(&msgpb.MsgPosition{
 		ChannelName: s.channelName,
@@ -379,7 +379,7 @@ func (s *SyncTaskSuite) TestRunError() {
 		s.broker.EXPECT().SaveBinlogPaths(mock.Anything, mock.Anything).Return(errors.New("mocked"))
 
 		task := s.getSuiteSyncTask()
-		task.WithMetaWriter(BrokerMetaWriter(s.broker, retry.Attempts(1)))
+		task.WithMetaWriter(BrokerMetaWriter(s.broker, 1, retry.Attempts(1)))
 		task.WithTimeRange(50, 100)
 		task.WithCheckpoint(&msgpb.MsgPosition{
 			ChannelName: s.channelName,
diff --git a/internal/datanode/syncmgr/taskv2_test.go b/internal/datanode/syncmgr/taskv2_test.go
index ea29dba8d9..9367689ed1 100644
--- a/internal/datanode/syncmgr/taskv2_test.go
+++ b/internal/datanode/syncmgr/taskv2_test.go
@@ -221,7 +221,7 @@ func (s *SyncTaskSuiteV2) TestRunNormal() {
 
 	s.Run("without_insert_delete", func() {
 		task := s.getSuiteSyncTask()
-		task.WithMetaWriter(BrokerMetaWriter(s.broker))
+		task.WithMetaWriter(BrokerMetaWriter(s.broker, 1))
 		task.WithTimeRange(50, 100)
 		task.WithCheckpoint(&msgpb.MsgPosition{
 			ChannelName: s.channelName,
@@ -236,7 +236,7 @@ func (s *SyncTaskSuiteV2) TestRunNormal() {
 	s.Run("with_insert_delete_cp", func() {
 		task := s.getSuiteSyncTask()
 		task.WithTimeRange(50, 100)
-		task.WithMetaWriter(BrokerMetaWriter(s.broker))
+		task.WithMetaWriter(BrokerMetaWriter(s.broker, 1))
 		task.WithCheckpoint(&msgpb.MsgPosition{
 			ChannelName: s.channelName,
 			MsgID:       []byte{1, 2, 3, 4},
diff --git a/internal/distributed/datanode/client/client.go b/internal/distributed/datanode/client/client.go
index f94dbe3e86..7458925a45 100644
--- a/internal/distributed/datanode/client/client.go
+++ b/internal/distributed/datanode/client/client.go
@@ -43,10 +43,11 @@ type Client struct {
 	grpcClient grpcclient.GrpcClient[datapb.DataNodeClient]
 	sess       *sessionutil.Session
 	addr       string
+	serverID   int64
 }
 
 // NewClient creates a client for DataNode.
-func NewClient(ctx context.Context, addr string, nodeID int64) (*Client, error) {
+func NewClient(ctx context.Context, addr string, serverID int64) (*Client, error) {
 	if addr == "" {
 		return nil, fmt.Errorf("address is empty")
 	}
@@ -61,12 +62,13 @@ func NewClient(ctx context.Context, addr string, nodeID int64) (*Client, error)
 		addr:       addr,
 		grpcClient: grpcclient.NewClientBase[datapb.DataNodeClient](config, "milvus.proto.data.DataNode"),
 		sess:       sess,
+		serverID:   serverID,
 	}
 	// node shall specify node id
-	client.grpcClient.SetRole(fmt.Sprintf("%s-%d", typeutil.DataNodeRole, nodeID))
+	client.grpcClient.SetRole(fmt.Sprintf("%s-%d", typeutil.DataNodeRole, serverID))
 	client.grpcClient.SetGetAddrFunc(client.getAddr)
 	client.grpcClient.SetNewGrpcClientFunc(client.newGrpcClient)
-	client.grpcClient.SetNodeID(nodeID)
+	client.grpcClient.SetNodeID(serverID)
 	client.grpcClient.SetSession(sess)
 
 	return client, nil
@@ -120,7 +122,7 @@ func (c *Client) WatchDmChannels(ctx context.Context, req *datapb.WatchDmChannel
 	req = typeutil.Clone(req)
 	commonpbutil.UpdateMsgBase(
 		req.GetBase(),
-		commonpbutil.FillMsgBaseFromClient(paramtable.GetNodeID()))
+		commonpbutil.FillMsgBaseFromClient(c.serverID))
 	return wrapGrpcCall(ctx, c, func(client datapb.DataNodeClient) (*commonpb.Status, error) {
 		return client.WatchDmChannels(ctx, req)
 	})
@@ -142,7 +144,7 @@ func (c *Client) FlushSegments(ctx context.Context, req *datapb.FlushSegmentsReq
 	req = typeutil.Clone(req)
 	commonpbutil.UpdateMsgBase(
 		req.GetBase(),
-		commonpbutil.FillMsgBaseFromClient(paramtable.GetNodeID()))
+		commonpbutil.FillMsgBaseFromClient(c.serverID))
 	return wrapGrpcCall(ctx, c, func(client datapb.DataNodeClient) (*commonpb.Status, error) {
 		return client.FlushSegments(ctx, req)
 	})
@@ -153,7 +155,7 @@ func (c *Client) ShowConfigurations(ctx context.Context, req *internalpb.ShowCon
 	req = typeutil.Clone(req)
 	commonpbutil.UpdateMsgBase(
 		req.GetBase(),
-		commonpbutil.FillMsgBaseFromClient(paramtable.GetNodeID()))
+		commonpbutil.FillMsgBaseFromClient(c.serverID))
 	return wrapGrpcCall(ctx, c, func(client datapb.DataNodeClient) (*internalpb.ShowConfigurationsResponse, error) {
 		return client.ShowConfigurations(ctx, req)
 	})
@@ -164,7 +166,7 @@ func (c *Client) GetMetrics(ctx context.Context, req *milvuspb.GetMetricsRequest
 	req = typeutil.Clone(req)
 	commonpbutil.UpdateMsgBase(
 		req.GetBase(),
-		commonpbutil.FillMsgBaseFromClient(paramtable.GetNodeID()))
+		commonpbutil.FillMsgBaseFromClient(c.serverID))
 	return wrapGrpcCall(ctx, c, func(client datapb.DataNodeClient) (*milvuspb.GetMetricsResponse, error) {
 		return client.GetMetrics(ctx, req)
 	})
@@ -181,7 +183,7 @@ func (c *Client) GetCompactionState(ctx context.Context, req *datapb.CompactionS
 	req = typeutil.Clone(req)
 	commonpbutil.UpdateMsgBase(
 		req.GetBase(),
-		commonpbutil.FillMsgBaseFromClient(paramtable.GetNodeID()))
+		commonpbutil.FillMsgBaseFromClient(c.serverID))
 	return wrapGrpcCall(ctx, c, func(client datapb.DataNodeClient) (*datapb.CompactionStateResponse, error) {
 		return client.GetCompactionState(ctx, req)
 	})
@@ -192,7 +194,7 @@ func (c *Client) Import(ctx context.Context, req *datapb.ImportTaskRequest, opts
 	req = typeutil.Clone(req)
 	commonpbutil.UpdateMsgBase(
 		req.GetBase(),
-		commonpbutil.FillMsgBaseFromClient(paramtable.GetNodeID()))
+		commonpbutil.FillMsgBaseFromClient(c.serverID))
 	return wrapGrpcCall(ctx, c, func(client datapb.DataNodeClient) (*commonpb.Status, error) {
 		return client.Import(ctx, req)
 	})
@@ -202,7 +204,7 @@ func (c *Client) ResendSegmentStats(ctx context.Context, req *datapb.ResendSegme
 	req = typeutil.Clone(req)
 	commonpbutil.UpdateMsgBase(
 		req.GetBase(),
-		commonpbutil.FillMsgBaseFromClient(paramtable.GetNodeID()))
+		commonpbutil.FillMsgBaseFromClient(c.serverID))
 	return wrapGrpcCall(ctx, c, func(client datapb.DataNodeClient) (*datapb.ResendSegmentStatsResponse, error) {
 		return client.ResendSegmentStats(ctx, req)
 	})
@@ -213,7 +215,7 @@ func (c *Client) AddImportSegment(ctx context.Context, req *datapb.AddImportSegm
 	req = typeutil.Clone(req)
 	commonpbutil.UpdateMsgBase(
 		req.GetBase(),
-		commonpbutil.FillMsgBaseFromClient(paramtable.GetNodeID()))
+		commonpbutil.FillMsgBaseFromClient(c.serverID))
 	return wrapGrpcCall(ctx, c, func(client datapb.DataNodeClient) (*datapb.AddImportSegmentResponse, error) {
 		return client.AddImportSegment(ctx, req)
 	})
diff --git a/internal/distributed/datanode/service.go b/internal/distributed/datanode/service.go
index 9aa1ce2535..e09435acaa 100644
--- a/internal/distributed/datanode/service.go
+++ b/internal/distributed/datanode/service.go
@@ -90,7 +90,8 @@ func NewServer(ctx context.Context, factory dependency.Factory) (*Server, error)
 		},
 	}
 
-	s.datanode = dn.NewDataNode(s.ctx, s.factory)
+	s.serverID.Store(paramtable.GetNodeID())
+	s.datanode = dn.NewDataNode(s.ctx, s.factory, s.serverID.Load())
 	return s, nil
 }
 
@@ -246,6 +247,7 @@ func (s *Server) init() error {
 	s.SetEtcdClient(s.etcdCli)
 	s.datanode.SetAddress(Params.GetAddress())
 	log.Info("DataNode address", zap.String("address", Params.IP+":"+strconv.Itoa(Params.Port.GetAsInt())))
+	log.Info("DataNode serverID", zap.Int64("serverID", s.serverID.Load()))
 
 	err = s.startGrpc()
 	if err != nil {
diff --git a/internal/distributed/datanode/service_test.go b/internal/distributed/datanode/service_test.go
index 88110e4d19..124bde6b25 100644
--- a/internal/distributed/datanode/service_test.go
+++ b/internal/distributed/datanode/service_test.go
@@ -91,6 +91,10 @@ func (m *MockDataNode) GetAddress() string {
 	return ""
 }
 
+func (m *MockDataNode) GetNodeID() int64 {
+	return 2
+}
+
 func (m *MockDataNode) SetRootCoordClient(rc types.RootCoordClient) error {
 	return m.err
 }
diff --git a/internal/distributed/querynode/client/client.go b/internal/distributed/querynode/client/client.go
index 863df81a90..c1f7af3b5a 100644
--- a/internal/distributed/querynode/client/client.go
+++ b/internal/distributed/querynode/client/client.go
@@ -41,6 +41,7 @@ type Client struct {
 	grpcClient grpcclient.GrpcClient[querypb.QueryNodeClient]
 	addr       string
 	sess       *sessionutil.Session
+	nodeID     int64
 }
 
 // NewClient creates a new QueryNode client.
@@ -59,6 +60,7 @@ func NewClient(ctx context.Context, addr string, nodeID int64) (*Client, error)
 		addr:       addr,
 		grpcClient: grpcclient.NewClientBase[querypb.QueryNodeClient](config, "milvus.proto.query.QueryNode"),
 		sess:       sess,
+		nodeID:     nodeID,
 	}
 	// node shall specify node id
 	client.grpcClient.SetRole(fmt.Sprintf("%s-%d", typeutil.QueryNodeRole, nodeID))
@@ -122,7 +124,7 @@ func (c *Client) WatchDmChannels(ctx context.Context, req *querypb.WatchDmChanne
 	req = typeutil.Clone(req)
 	commonpbutil.UpdateMsgBase(
 		req.GetBase(),
-		commonpbutil.FillMsgBaseFromClient(paramtable.GetNodeID()))
+		commonpbutil.FillMsgBaseFromClient(c.nodeID))
 	return wrapGrpcCall(ctx, c, func(client querypb.QueryNodeClient) (*commonpb.Status, error) {
 		return client.WatchDmChannels(ctx, req)
 	})
@@ -133,7 +135,7 @@ func (c *Client) UnsubDmChannel(ctx context.Context, req *querypb.UnsubDmChannel
 	req = typeutil.Clone(req)
 	commonpbutil.UpdateMsgBase(
 		req.GetBase(),
-		commonpbutil.FillMsgBaseFromClient(paramtable.GetNodeID()))
+		commonpbutil.FillMsgBaseFromClient(c.nodeID))
 	return wrapGrpcCall(ctx, c, func(client querypb.QueryNodeClient) (*commonpb.Status, error) {
 		return client.UnsubDmChannel(ctx, req)
 	})
@@ -144,7 +146,7 @@ func (c *Client) LoadSegments(ctx context.Context, req *querypb.LoadSegmentsRequ
 	req = typeutil.Clone(req)
 	commonpbutil.UpdateMsgBase(
 		req.GetBase(),
-		commonpbutil.FillMsgBaseFromClient(paramtable.GetNodeID()))
+		commonpbutil.FillMsgBaseFromClient(c.nodeID))
 	return wrapGrpcCall(ctx, c, func(client querypb.QueryNodeClient) (*commonpb.Status, error) {
 		return client.LoadSegments(ctx, req)
 	})
@@ -155,7 +157,7 @@ func (c *Client) ReleaseCollection(ctx context.Context, req *querypb.ReleaseColl
 	req = typeutil.Clone(req)
 	commonpbutil.UpdateMsgBase(
 		req.GetBase(),
-		commonpbutil.FillMsgBaseFromClient(paramtable.GetNodeID()))
+		commonpbutil.FillMsgBaseFromClient(c.nodeID))
 	return wrapGrpcCall(ctx, c, func(client querypb.QueryNodeClient) (*commonpb.Status, error) {
 		return client.ReleaseCollection(ctx, req)
 	})
@@ -166,7 +168,7 @@ func (c *Client) LoadPartitions(ctx context.Context, req *querypb.LoadPartitions
 	req = typeutil.Clone(req)
 	commonpbutil.UpdateMsgBase(
 		req.GetBase(),
-		commonpbutil.FillMsgBaseFromClient(paramtable.GetNodeID()))
+		commonpbutil.FillMsgBaseFromClient(c.nodeID))
 	return wrapGrpcCall(ctx, c, func(client querypb.QueryNodeClient) (*commonpb.Status, error) {
 		return client.LoadPartitions(ctx, req)
 	})
@@ -177,7 +179,7 @@ func (c *Client) ReleasePartitions(ctx context.Context, req *querypb.ReleasePart
 	req = typeutil.Clone(req)
 	commonpbutil.UpdateMsgBase(
 		req.GetBase(),
-		commonpbutil.FillMsgBaseFromClient(paramtable.GetNodeID()))
+		commonpbutil.FillMsgBaseFromClient(c.nodeID))
 	return wrapGrpcCall(ctx, c, func(client querypb.QueryNodeClient) (*commonpb.Status, error) {
 		return client.ReleasePartitions(ctx, req)
 	})
@@ -188,7 +190,7 @@ func (c *Client) ReleaseSegments(ctx context.Context, req *querypb.ReleaseSegmen
 	req = typeutil.Clone(req)
 	commonpbutil.UpdateMsgBase(
 		req.GetBase(),
-		commonpbutil.FillMsgBaseFromClient(paramtable.GetNodeID()))
+		commonpbutil.FillMsgBaseFromClient(c.nodeID))
 	return wrapGrpcCall(ctx, c, func(client querypb.QueryNodeClient) (*commonpb.Status, error) {
 		return client.ReleaseSegments(ctx, req)
 	})
@@ -253,7 +255,7 @@ func (c *Client) GetSegmentInfo(ctx context.Context, req *querypb.GetSegmentInfo
 	req = typeutil.Clone(req)
 	commonpbutil.UpdateMsgBase(
 		req.GetBase(),
-		commonpbutil.FillMsgBaseFromClient(paramtable.GetNodeID()))
+		commonpbutil.FillMsgBaseFromClient(c.nodeID))
 	return wrapGrpcCall(ctx, c, func(client querypb.QueryNodeClient) (*querypb.GetSegmentInfoResponse, error) {
 		return client.GetSegmentInfo(ctx, req)
 	})
@@ -264,7 +266,7 @@ func (c *Client) SyncReplicaSegments(ctx context.Context, req *querypb.SyncRepli
 	req = typeutil.Clone(req)
 	commonpbutil.UpdateMsgBase(
 		req.GetBase(),
-		commonpbutil.FillMsgBaseFromClient(paramtable.GetNodeID()))
+		commonpbutil.FillMsgBaseFromClient(c.nodeID))
 	return wrapGrpcCall(ctx, c, func(client querypb.QueryNodeClient) (*commonpb.Status, error) {
 		return client.SyncReplicaSegments(ctx, req)
 	})
@@ -275,7 +277,7 @@ func (c *Client) ShowConfigurations(ctx context.Context, req *internalpb.ShowCon
 	req = typeutil.Clone(req)
 	commonpbutil.UpdateMsgBase(
 		req.GetBase(),
-		commonpbutil.FillMsgBaseFromClient(paramtable.GetNodeID()))
+		commonpbutil.FillMsgBaseFromClient(c.nodeID))
 	return wrapGrpcCall(ctx, c, func(client querypb.QueryNodeClient) (*internalpb.ShowConfigurationsResponse, error) {
 		return client.ShowConfigurations(ctx, req)
 	})
@@ -286,7 +288,7 @@ func (c *Client) GetMetrics(ctx context.Context, req *milvuspb.GetMetricsRequest
 	req = typeutil.Clone(req)
 	commonpbutil.UpdateMsgBase(
 		req.GetBase(),
-		commonpbutil.FillMsgBaseFromClient(paramtable.GetNodeID()))
+		commonpbutil.FillMsgBaseFromClient(c.nodeID))
 	return wrapGrpcCall(ctx, c, func(client querypb.QueryNodeClient) (*milvuspb.GetMetricsResponse, error) {
 		return client.GetMetrics(ctx, req)
 	})
@@ -302,7 +304,7 @@ func (c *Client) GetDataDistribution(ctx context.Context, req *querypb.GetDataDi
 	req = typeutil.Clone(req)
 	commonpbutil.UpdateMsgBase(
 		req.GetBase(),
-		commonpbutil.FillMsgBaseFromClient(paramtable.GetNodeID()))
+		commonpbutil.FillMsgBaseFromClient(c.nodeID))
 	return wrapGrpcCall(ctx, c, func(client querypb.QueryNodeClient) (*querypb.GetDataDistributionResponse, error) {
 		return client.GetDataDistribution(ctx, req)
 	})
@@ -312,7 +314,7 @@ func (c *Client) SyncDistribution(ctx context.Context, req *querypb.SyncDistribu
 	req = typeutil.Clone(req)
 	commonpbutil.UpdateMsgBase(
 		req.GetBase(),
-		commonpbutil.FillMsgBaseFromClient(paramtable.GetNodeID()))
+		commonpbutil.FillMsgBaseFromClient(c.nodeID))
 	return wrapGrpcCall(ctx, c, func(client querypb.QueryNodeClient) (*commonpb.Status, error) {
 		return client.SyncDistribution(ctx, req)
 	})
@@ -323,7 +325,7 @@ func (c *Client) Delete(ctx context.Context, req *querypb.DeleteRequest, _ ...gr
 	req = typeutil.Clone(req)
 	commonpbutil.UpdateMsgBase(
 		req.GetBase(),
-		commonpbutil.FillMsgBaseFromClient(paramtable.GetNodeID()),
+		commonpbutil.FillMsgBaseFromClient(c.nodeID),
 	)
 	return wrapGrpcCall(ctx, c, func(client querypb.QueryNodeClient) (*commonpb.Status, error) {
 		return client.Delete(ctx, req)
diff --git a/internal/distributed/querynode/service.go b/internal/distributed/querynode/service.go
index 2c02285d1b..c0b56c10c3 100644
--- a/internal/distributed/querynode/service.go
+++ b/internal/distributed/querynode/service.go
@@ -132,6 +132,7 @@ func (s *Server) init() error {
 		log.Error("QueryNode init error: ", zap.Error(err))
 		return err
 	}
+	s.serverID.Store(s.querynode.GetNodeID())
 
 	return nil
 }
diff --git a/internal/distributed/querynode/service_test.go b/internal/distributed/querynode/service_test.go
index 7565aa59e1..fc979387e6 100644
--- a/internal/distributed/querynode/service_test.go
+++ b/internal/distributed/querynode/service_test.go
@@ -91,6 +91,7 @@ func Test_NewServer(t *testing.T) {
 	mockQN.EXPECT().SetAddress(mock.Anything).Maybe()
 	mockQN.EXPECT().UpdateStateCode(mock.Anything).Maybe()
 	mockQN.EXPECT().Init().Return(nil).Maybe()
+	mockQN.EXPECT().GetNodeID().Return(2).Maybe()
 	server.querynode = mockQN
 
 	t.Run("Run", func(t *testing.T) {
@@ -285,6 +286,7 @@ func Test_Run(t *testing.T) {
 	mockQN.EXPECT().SetAddress(mock.Anything).Maybe()
 	mockQN.EXPECT().UpdateStateCode(mock.Anything).Maybe()
 	mockQN.EXPECT().Init().Return(nil).Maybe()
+	mockQN.EXPECT().GetNodeID().Return(2).Maybe()
 	server.querynode = mockQN
 	err = server.Run()
 	assert.Error(t, err)
diff --git a/internal/mocks/mock_datanode.go b/internal/mocks/mock_datanode.go
index e9f4a5d7d6..21e3762e40 100644
--- a/internal/mocks/mock_datanode.go
+++ b/internal/mocks/mock_datanode.go
@@ -568,6 +568,47 @@ func (_c *MockDataNode_GetMetrics_Call) RunAndReturn(run func(context.Context, *
 	return _c
 }
 
+// GetNodeID provides a mock function with given fields:
+func (_m *MockDataNode) GetNodeID() int64 {
+	ret := _m.Called()
+
+	var r0 int64
+	if rf, ok := ret.Get(0).(func() int64); ok {
+		r0 = rf()
+	} else {
+		r0 = ret.Get(0).(int64)
+	}
+
+	return r0
+}
+
+// MockDataNode_GetNodeID_Call is a *mock.Call that shadows Run/Return methods with type explicit version for method 'GetNodeID'
+type MockDataNode_GetNodeID_Call struct {
+	*mock.Call
+}
+
+// GetNodeID is a helper method to define mock.On call
+func (_e *MockDataNode_Expecter) GetNodeID() *MockDataNode_GetNodeID_Call {
+	return &MockDataNode_GetNodeID_Call{Call: _e.mock.On("GetNodeID")}
+}
+
+func (_c *MockDataNode_GetNodeID_Call) Run(run func()) *MockDataNode_GetNodeID_Call {
+	_c.Call.Run(func(args mock.Arguments) {
+		run()
+	})
+	return _c
+}
+
+func (_c *MockDataNode_GetNodeID_Call) Return(_a0 int64) *MockDataNode_GetNodeID_Call {
+	_c.Call.Return(_a0)
+	return _c
+}
+
+func (_c *MockDataNode_GetNodeID_Call) RunAndReturn(run func() int64) *MockDataNode_GetNodeID_Call {
+	_c.Call.Return(run)
+	return _c
+}
+
 // GetStateCode provides a mock function with given fields:
 func (_m *MockDataNode) GetStateCode() commonpb.StateCode {
 	ret := _m.Called()
diff --git a/internal/mocks/mock_querynode.go b/internal/mocks/mock_querynode.go
index c96f9b3e2b..e6288f04b1 100644
--- a/internal/mocks/mock_querynode.go
+++ b/internal/mocks/mock_querynode.go
@@ -291,6 +291,47 @@ func (_c *MockQueryNode_GetMetrics_Call) RunAndReturn(run func(context.Context,
 	return _c
 }
 
+// GetNodeID provides a mock function with given fields:
+func (_m *MockQueryNode) GetNodeID() int64 {
+	ret := _m.Called()
+
+	var r0 int64
+	if rf, ok := ret.Get(0).(func() int64); ok {
+		r0 = rf()
+	} else {
+		r0 = ret.Get(0).(int64)
+	}
+
+	return r0
+}
+
+// MockQueryNode_GetNodeID_Call is a *mock.Call that shadows Run/Return methods with type explicit version for method 'GetNodeID'
+type MockQueryNode_GetNodeID_Call struct {
+	*mock.Call
+}
+
+// GetNodeID is a helper method to define mock.On call
+func (_e *MockQueryNode_Expecter) GetNodeID() *MockQueryNode_GetNodeID_Call {
+	return &MockQueryNode_GetNodeID_Call{Call: _e.mock.On("GetNodeID")}
+}
+
+func (_c *MockQueryNode_GetNodeID_Call) Run(run func()) *MockQueryNode_GetNodeID_Call {
+	_c.Call.Run(func(args mock.Arguments) {
+		run()
+	})
+	return _c
+}
+
+func (_c *MockQueryNode_GetNodeID_Call) Return(_a0 int64) *MockQueryNode_GetNodeID_Call {
+	_c.Call.Return(_a0)
+	return _c
+}
+
+func (_c *MockQueryNode_GetNodeID_Call) RunAndReturn(run func() int64) *MockQueryNode_GetNodeID_Call {
+	_c.Call.Return(run)
+	return _c
+}
+
 // GetSegmentInfo provides a mock function with given fields: _a0, _a1
 func (_m *MockQueryNode) GetSegmentInfo(_a0 context.Context, _a1 *querypb.GetSegmentInfoRequest) (*querypb.GetSegmentInfoResponse, error) {
 	ret := _m.Called(_a0, _a1)
diff --git a/internal/querynodev2/handlers.go b/internal/querynodev2/handlers.go
index d4afc8df1c..f431868e52 100644
--- a/internal/querynodev2/handlers.go
+++ b/internal/querynodev2/handlers.go
@@ -37,7 +37,6 @@ import (
 	"github.com/milvus-io/milvus/pkg/metrics"
 	"github.com/milvus-io/milvus/pkg/util/funcutil"
 	"github.com/milvus-io/milvus/pkg/util/merr"
-	"github.com/milvus-io/milvus/pkg/util/paramtable"
 	"github.com/milvus-io/milvus/pkg/util/timerecord"
 )
 
@@ -184,10 +183,10 @@ func (node *QueryNode) queryChannel(ctx context.Context, req *querypb.QueryReque
 	)
 
 	var err error
-	metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.QueryLabel, metrics.TotalLabel, metrics.Leader).Inc()
+	metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.QueryLabel, metrics.TotalLabel, metrics.Leader).Inc()
 	defer func() {
 		if err != nil {
-			metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.QueryLabel, metrics.FailLabel, metrics.Leader).Inc()
+			metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.QueryLabel, metrics.FailLabel, metrics.Leader).Inc()
 		}
 	}()
 
@@ -244,13 +243,13 @@ func (node *QueryNode) queryChannel(ctx context.Context, req *querypb.QueryReque
 	))
 
 	latency := tr.ElapseSpan()
-	metrics.QueryNodeSQReqLatency.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.QueryLabel, metrics.Leader).Observe(float64(latency.Milliseconds()))
-	metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.QueryLabel, metrics.SuccessLabel, metrics.Leader).Inc()
+	metrics.QueryNodeSQReqLatency.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.QueryLabel, metrics.Leader).Observe(float64(latency.Milliseconds()))
+	metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.QueryLabel, metrics.SuccessLabel, metrics.Leader).Inc()
 	return resp, nil
 }
 
 func (node *QueryNode) queryChannelStream(ctx context.Context, req *querypb.QueryRequest, channel string, srv streamrpc.QueryStreamServer) error {
-	metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.QueryLabel, metrics.TotalLabel, metrics.Leader).Inc()
+	metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.QueryLabel, metrics.TotalLabel, metrics.Leader).Inc()
 	msgID := req.Req.Base.GetMsgID()
 	log := log.Ctx(ctx).With(
 		zap.Int64("msgID", msgID),
@@ -262,7 +261,7 @@ func (node *QueryNode) queryChannelStream(ctx context.Context, req *querypb.Quer
 	var err error
 	defer func() {
 		if err != nil {
-			metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.QueryLabel, metrics.FailLabel, metrics.Leader).Inc()
+			metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.QueryLabel, metrics.FailLabel, metrics.Leader).Inc()
 		}
 	}()
 
@@ -344,10 +343,10 @@ func (node *QueryNode) searchChannel(ctx context.Context, req *querypb.SearchReq
 	defer node.lifetime.Done()
 
 	var err error
-	metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.SearchLabel, metrics.TotalLabel, metrics.Leader).Inc()
+	metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.SearchLabel, metrics.TotalLabel, metrics.Leader).Inc()
 	defer func() {
 		if err != nil {
-			metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.SearchLabel, metrics.FailLabel, metrics.Leader).Inc()
+			metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.SearchLabel, metrics.FailLabel, metrics.Leader).Inc()
 		}
 	}()
 
@@ -394,10 +393,10 @@ func (node *QueryNode) searchChannel(ctx context.Context, req *querypb.SearchReq
 
 	// update metric to prometheus
 	latency := tr.ElapseSpan()
-	metrics.QueryNodeSQReqLatency.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.SearchLabel, metrics.Leader).Observe(float64(latency.Milliseconds()))
-	metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.SearchLabel, metrics.SuccessLabel, metrics.Leader).Inc()
-	metrics.QueryNodeSearchNQ.WithLabelValues(fmt.Sprint(paramtable.GetNodeID())).Observe(float64(req.Req.GetNq()))
-	metrics.QueryNodeSearchTopK.WithLabelValues(fmt.Sprint(paramtable.GetNodeID())).Observe(float64(req.Req.GetTopk()))
+	metrics.QueryNodeSQReqLatency.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.SearchLabel, metrics.Leader).Observe(float64(latency.Milliseconds()))
+	metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.SearchLabel, metrics.SuccessLabel, metrics.Leader).Inc()
+	metrics.QueryNodeSearchNQ.WithLabelValues(fmt.Sprint(node.GetNodeID())).Observe(float64(req.Req.GetNq()))
+	metrics.QueryNodeSearchTopK.WithLabelValues(fmt.Sprint(node.GetNodeID())).Observe(float64(req.Req.GetTopk()))
 	return resp, nil
 }
 
@@ -415,10 +414,10 @@ func (node *QueryNode) hybridSearchChannel(ctx context.Context, req *querypb.Hyb
 	defer node.lifetime.Done()
 
 	var err error
-	metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.HybridSearchLabel, metrics.TotalLabel, metrics.Leader).Inc()
+	metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.HybridSearchLabel, metrics.TotalLabel, metrics.Leader).Inc()
 	defer func() {
 		if err != nil {
-			metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.HybridSearchLabel, metrics.FailLabel, metrics.Leader).Inc()
+			metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.HybridSearchLabel, metrics.FailLabel, metrics.Leader).Inc()
 		}
 	}()
 
@@ -449,11 +448,11 @@ func (node *QueryNode) hybridSearchChannel(ctx context.Context, req *querypb.Hyb
 
 	// update metric to prometheus
 	latency := tr.ElapseSpan()
-	metrics.QueryNodeSQReqLatency.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.HybridSearchLabel, metrics.Leader).Observe(float64(latency.Milliseconds()))
-	metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.HybridSearchLabel, metrics.SuccessLabel, metrics.Leader).Inc()
+	metrics.QueryNodeSQReqLatency.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.HybridSearchLabel, metrics.Leader).Observe(float64(latency.Milliseconds()))
+	metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.HybridSearchLabel, metrics.SuccessLabel, metrics.Leader).Inc()
 	for _, searchReq := range req.GetReq().GetReqs() {
-		metrics.QueryNodeSearchNQ.WithLabelValues(fmt.Sprint(paramtable.GetNodeID())).Observe(float64(searchReq.GetNq()))
-		metrics.QueryNodeSearchTopK.WithLabelValues(fmt.Sprint(paramtable.GetNodeID())).Observe(float64(searchReq.GetTopk()))
+		metrics.QueryNodeSearchNQ.WithLabelValues(fmt.Sprint(node.GetNodeID())).Observe(float64(searchReq.GetNq()))
+		metrics.QueryNodeSearchTopK.WithLabelValues(fmt.Sprint(node.GetNodeID())).Observe(float64(searchReq.GetTopk()))
 	}
 	return result, nil
 }
diff --git a/internal/querynodev2/metrics_info.go b/internal/querynodev2/metrics_info.go
index d3bbc0527b..e2f1b9b5b0 100644
--- a/internal/querynodev2/metrics_info.go
+++ b/internal/querynodev2/metrics_info.go
@@ -114,7 +114,7 @@ func getQuotaMetrics(node *QueryNode) (*metricsinfo.QueryNodeQuotaMetrics, error
 			return seg.MemSize()
 		})
 		totalGrowingSize += size
-		metrics.QueryNodeEntitiesSize.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()),
+		metrics.QueryNodeEntitiesSize.WithLabelValues(fmt.Sprint(node.GetNodeID()),
 			fmt.Sprint(collection), segments.SegmentTypeGrowing.String()).Set(float64(size))
 	}
 
@@ -126,7 +126,7 @@ func getQuotaMetrics(node *QueryNode) (*metricsinfo.QueryNodeQuotaMetrics, error
 		size := lo.SumBy(segs, func(seg segments.Segment) int64 {
 			return seg.MemSize()
 		})
-		metrics.QueryNodeEntitiesSize.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()),
+		metrics.QueryNodeEntitiesSize.WithLabelValues(fmt.Sprint(node.GetNodeID()),
 			fmt.Sprint(collection), segments.SegmentTypeSealed.String()).Set(float64(size))
 	}
 
@@ -148,7 +148,7 @@ func getQuotaMetrics(node *QueryNode) (*metricsinfo.QueryNodeQuotaMetrics, error
 		QueryQueue:          qqms,
 		GrowingSegmentsSize: totalGrowingSize,
 		Effect: metricsinfo.NodeEffect{
-			NodeID:        paramtable.GetNodeID(),
+			NodeID:        node.GetNodeID(),
 			CollectionIDs: collections.Collect(),
 		},
 	}, nil
@@ -163,7 +163,7 @@ func getSystemInfoMetrics(ctx context.Context, req *milvuspb.GetMetricsRequest,
 	if err != nil {
 		return &milvuspb.GetMetricsResponse{
 			Status:        merr.Status(err),
-			ComponentName: metricsinfo.ConstructComponentName(typeutil.DataNodeRole, paramtable.GetNodeID()),
+			ComponentName: metricsinfo.ConstructComponentName(typeutil.DataNodeRole, node.GetNodeID()),
 		}, nil
 	}
 	hardwareInfos := metricsinfo.HardwareMetrics{
@@ -179,7 +179,7 @@ func getSystemInfoMetrics(ctx context.Context, req *milvuspb.GetMetricsRequest,
 
 	nodeInfos := metricsinfo.QueryNodeInfos{
 		BaseComponentInfos: metricsinfo.BaseComponentInfos{
-			Name:          metricsinfo.ConstructComponentName(typeutil.QueryNodeRole, paramtable.GetNodeID()),
+			Name:          metricsinfo.ConstructComponentName(typeutil.QueryNodeRole, node.GetNodeID()),
 			HardwareInfos: hardwareInfos,
 			SystemInfo:    metricsinfo.DeployMetrics{},
 			CreatedTime:   paramtable.GetCreateTime().String(),
@@ -199,13 +199,13 @@ func getSystemInfoMetrics(ctx context.Context, req *milvuspb.GetMetricsRequest,
 		return &milvuspb.GetMetricsResponse{
 			Status:        merr.Status(err),
 			Response:      "",
-			ComponentName: metricsinfo.ConstructComponentName(typeutil.QueryNodeRole, paramtable.GetNodeID()),
+			ComponentName: metricsinfo.ConstructComponentName(typeutil.QueryNodeRole, node.GetNodeID()),
 		}, nil
 	}
 
 	return &milvuspb.GetMetricsResponse{
 		Status:        merr.Success(),
 		Response:      resp,
-		ComponentName: metricsinfo.ConstructComponentName(typeutil.QueryNodeRole, paramtable.GetNodeID()),
+		ComponentName: metricsinfo.ConstructComponentName(typeutil.QueryNodeRole, node.GetNodeID()),
 	}, nil
 }
diff --git a/internal/querynodev2/server.go b/internal/querynodev2/server.go
index af1d76630b..aa69a535a3 100644
--- a/internal/querynodev2/server.go
+++ b/internal/querynodev2/server.go
@@ -105,6 +105,7 @@ type QueryNode struct {
 	subscribingChannels   *typeutil.ConcurrentSet[string]
 	unsubscribingChannels *typeutil.ConcurrentSet[string]
 	delegators            *typeutil.ConcurrentMap[string, delegator.ShardDelegator]
+	serverID              int64
 
 	// segment loader
 	loader segments.Loader
@@ -156,7 +157,8 @@ func (node *QueryNode) initSession() error {
 	node.session.Init(typeutil.QueryNodeRole, node.address, false, true)
 	sessionutil.SaveServerInfo(typeutil.QueryNodeRole, node.session.ServerID)
 	paramtable.SetNodeID(node.session.ServerID)
-	log.Info("QueryNode init session", zap.Int64("nodeID", paramtable.GetNodeID()), zap.String("node address", node.session.Address))
+	node.serverID = node.session.ServerID
+	log.Info("QueryNode init session", zap.Int64("nodeID", node.GetNodeID()), zap.String("node address", node.session.Address))
 	return nil
 }
 
@@ -164,13 +166,13 @@ func (node *QueryNode) initSession() error {
 func (node *QueryNode) Register() error {
 	node.session.Register()
 	// start liveness check
-	metrics.NumNodes.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), typeutil.QueryNodeRole).Inc()
+	metrics.NumNodes.WithLabelValues(fmt.Sprint(node.GetNodeID()), typeutil.QueryNodeRole).Inc()
 	node.session.LivenessCheck(node.ctx, func() {
-		log.Error("Query Node disconnected from etcd, process will exit", zap.Int64("Server Id", paramtable.GetNodeID()))
+		log.Error("Query Node disconnected from etcd, process will exit", zap.Int64("Server Id", node.GetNodeID()))
 		if err := node.Stop(); err != nil {
 			log.Fatal("failed to stop server", zap.Error(err))
 		}
-		metrics.NumNodes.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), typeutil.QueryNodeRole).Dec()
+		metrics.NumNodes.WithLabelValues(fmt.Sprint(node.GetNodeID()), typeutil.QueryNodeRole).Dec()
 		// manually send signal to starter goroutine
 		if node.session.TriggerKill {
 			if p, err := os.FindProcess(os.Getpid()); err == nil {
@@ -263,6 +265,10 @@ func getIndexEngineVersion() (minimal, current int32) {
 	return int32(cMinimal), int32(cCurrent)
 }
 
+func (node *QueryNode) GetNodeID() int64 {
+	return node.serverID
+}
+
 func (node *QueryNode) CloseSegcore() {
 	// safe stop
 	initcore.CleanRemoteChunkManager()
@@ -301,7 +307,7 @@ func (node *QueryNode) Init() error {
 			initError = err
 			return
 		}
-		metrics.QueryNodeDiskUsedSize.WithLabelValues(fmt.Sprint(paramtable.GetNodeID())).Set(float64(localUsedSize / 1024 / 1024))
+		metrics.QueryNodeDiskUsedSize.WithLabelValues(fmt.Sprint(node.GetNodeID())).Set(float64(localUsedSize / 1024 / 1024))
 
 		node.chunkManager, err = node.factory.NewPersistentStorageChunkManager(node.ctx)
 		if err != nil {
@@ -317,7 +323,7 @@ func (node *QueryNode) Init() error {
 		log.Info("queryNode init scheduler", zap.String("policy", schedulePolicy))
 
 		node.clusterManager = cluster.NewWorkerManager(func(ctx context.Context, nodeID int64) (cluster.Worker, error) {
-			if nodeID == paramtable.GetNodeID() {
+			if nodeID == node.GetNodeID() {
 				return NewLocalWorker(node), nil
 			}
 
@@ -350,7 +356,7 @@ func (node *QueryNode) Init() error {
 		} else {
 			node.loader = segments.NewLoader(node.manager, node.chunkManager)
 		}
-		node.dispClient = msgdispatcher.NewClient(node.factory, typeutil.QueryNodeRole, paramtable.GetNodeID())
+		node.dispClient = msgdispatcher.NewClient(node.factory, typeutil.QueryNodeRole, node.GetNodeID())
 		// init pipeline manager
 		node.pipelineManager = pipeline.NewManager(node.manager, node.tSafeManager, node.dispClient, node.delegators)
 
@@ -373,7 +379,7 @@ func (node *QueryNode) Init() error {
 		}
 
 		log.Info("query node init successfully",
-			zap.Int64("queryNodeID", paramtable.GetNodeID()),
+			zap.Int64("queryNodeID", node.GetNodeID()),
 			zap.String("Address", node.address),
 		)
 	})
@@ -392,9 +398,9 @@ func (node *QueryNode) Start() error {
 		mmapEnabled := len(mmapDirPath) > 0
 		node.UpdateStateCode(commonpb.StateCode_Healthy)
 
-		registry.GetInMemoryResolver().RegisterQueryNode(paramtable.GetNodeID(), node)
+		registry.GetInMemoryResolver().RegisterQueryNode(node.GetNodeID(), node)
 		log.Info("query node start successfully",
-			zap.Int64("queryNodeID", paramtable.GetNodeID()),
+			zap.Int64("queryNodeID", node.GetNodeID()),
 			zap.String("Address", node.address),
 			zap.Bool("mmapEnabled", mmapEnabled),
 		)
@@ -432,7 +438,7 @@ func (node *QueryNode) Stop() error {
 
 				select {
 				case <-timeoutCh:
-					log.Warn("migrate data timed out", zap.Int64("ServerID", paramtable.GetNodeID()),
+					log.Warn("migrate data timed out", zap.Int64("ServerID", node.GetNodeID()),
 						zap.Int64s("sealedSegments", lo.Map(sealedSegments, func(s segments.Segment, i int) int64 {
 							return s.ID()
 						})),
@@ -444,14 +450,14 @@ func (node *QueryNode) Stop() error {
 					break outer
 
 				case <-time.After(time.Second):
-					metrics.StoppingBalanceSegmentNum.WithLabelValues(fmt.Sprint(paramtable.GetNodeID())).Set(float64(len(sealedSegments)))
-					metrics.StoppingBalanceChannelNum.WithLabelValues(fmt.Sprint(paramtable.GetNodeID())).Set(float64(channelNum))
+					metrics.StoppingBalanceSegmentNum.WithLabelValues(fmt.Sprint(node.GetNodeID())).Set(float64(len(sealedSegments)))
+					metrics.StoppingBalanceChannelNum.WithLabelValues(fmt.Sprint(node.GetNodeID())).Set(float64(channelNum))
 				}
 			}
 
 			metrics.StoppingBalanceNodeNum.WithLabelValues().Set(0)
-			metrics.StoppingBalanceSegmentNum.WithLabelValues(fmt.Sprint(paramtable.GetNodeID())).Set(0)
-			metrics.StoppingBalanceChannelNum.WithLabelValues(fmt.Sprint(paramtable.GetNodeID())).Set(0)
+			metrics.StoppingBalanceSegmentNum.WithLabelValues(fmt.Sprint(node.GetNodeID())).Set(0)
+			metrics.StoppingBalanceChannelNum.WithLabelValues(fmt.Sprint(node.GetNodeID())).Set(0)
 		}
 
 		node.UpdateStateCode(commonpb.StateCode_Abnormal)
diff --git a/internal/querynodev2/services.go b/internal/querynodev2/services.go
index f0eebc6687..7a30455ed1 100644
--- a/internal/querynodev2/services.go
+++ b/internal/querynodev2/services.go
@@ -66,7 +66,7 @@ func (node *QueryNode) GetComponentStates(ctx context.Context, req *milvuspb.Get
 	log.Debug("QueryNode current state", zap.Int64("NodeID", nodeID), zap.String("StateCode", code.String()))
 
 	if node.session != nil && node.session.Registered() {
-		nodeID = paramtable.GetNodeID()
+		nodeID = node.GetNodeID()
 	}
 	info := &milvuspb.ComponentInfo{
 		NodeID:    nodeID,
@@ -112,7 +112,7 @@ func (node *QueryNode) GetStatistics(ctx context.Context, req *querypb.GetStatis
 	}
 	defer node.lifetime.Done()
 
-	err := merr.CheckTargetID(req.GetReq().GetBase())
+	err := merr.CheckTargetID(node.GetNodeID(), req.GetReq().GetBase())
 	if err != nil {
 		log.Warn("target ID check failed", zap.Error(err))
 		return &internalpb.GetStatisticsResponse{
@@ -200,7 +200,7 @@ func (node *QueryNode) WatchDmChannels(ctx context.Context, req *querypb.WatchDm
 	log := log.Ctx(ctx).With(
 		zap.Int64("collectionID", req.GetCollectionID()),
 		zap.String("channel", channel.GetChannelName()),
-		zap.Int64("currentNodeID", paramtable.GetNodeID()),
+		zap.Int64("currentNodeID", node.GetNodeID()),
 	)
 
 	log.Info("received watch channel request",
@@ -214,7 +214,7 @@ func (node *QueryNode) WatchDmChannels(ctx context.Context, req *querypb.WatchDm
 	defer node.lifetime.Done()
 
 	// check target matches
-	if err := merr.CheckTargetID(req.GetBase()); err != nil {
+	if err := merr.CheckTargetID(node.GetNodeID(), req.GetBase()); err != nil {
 		return merr.Status(err), nil
 	}
 
@@ -347,7 +347,7 @@ func (node *QueryNode) UnsubDmChannel(ctx context.Context, req *querypb.UnsubDmC
 	log := log.Ctx(ctx).With(
 		zap.Int64("collectionID", req.GetCollectionID()),
 		zap.String("channel", req.GetChannelName()),
-		zap.Int64("currentNodeID", paramtable.GetNodeID()),
+		zap.Int64("currentNodeID", node.GetNodeID()),
 	)
 
 	log.Info("received unsubscribe channel request")
@@ -359,7 +359,7 @@ func (node *QueryNode) UnsubDmChannel(ctx context.Context, req *querypb.UnsubDmC
 	defer node.lifetime.Done()
 
 	// check target matches
-	if err := merr.CheckTargetID(req.GetBase()); err != nil {
+	if err := merr.CheckTargetID(node.GetNodeID(), req.GetBase()); err != nil {
 		return merr.Status(err), nil
 	}
 
@@ -412,7 +412,7 @@ func (node *QueryNode) LoadSegments(ctx context.Context, req *querypb.LoadSegmen
 		zap.Int64("partitionID", segment.GetPartitionID()),
 		zap.String("shard", segment.GetInsertChannel()),
 		zap.Int64("segmentID", segment.GetSegmentID()),
-		zap.Int64("currentNodeID", paramtable.GetNodeID()),
+		zap.Int64("currentNodeID", node.GetNodeID()),
 	)
 
 	log.Info("received load segments request",
@@ -426,7 +426,7 @@ func (node *QueryNode) LoadSegments(ctx context.Context, req *querypb.LoadSegmen
 	defer node.lifetime.Done()
 
 	// check target matches
-	if err := merr.CheckTargetID(req.GetBase()); err != nil {
+	if err := merr.CheckTargetID(node.GetNodeID(), req.GetBase()); err != nil {
 		return merr.Status(err), nil
 	}
 
@@ -529,7 +529,7 @@ func (node *QueryNode) ReleaseSegments(ctx context.Context, req *querypb.Release
 		zap.Int64("collectionID", req.GetCollectionID()),
 		zap.String("shard", req.GetShard()),
 		zap.Int64s("segmentIDs", req.GetSegmentIDs()),
-		zap.Int64("currentNodeID", paramtable.GetNodeID()),
+		zap.Int64("currentNodeID", node.GetNodeID()),
 	)
 
 	log.Info("received release segment request",
@@ -544,7 +544,7 @@ func (node *QueryNode) ReleaseSegments(ctx context.Context, req *querypb.Release
 	defer node.lifetime.Done()
 
 	// check target matches
-	if err := merr.CheckTargetID(req.GetBase()); err != nil {
+	if err := merr.CheckTargetID(node.GetNodeID(), req.GetBase()); err != nil {
 		return merr.Status(err), nil
 	}
 
@@ -630,8 +630,8 @@ func (node *QueryNode) GetSegmentInfo(ctx context.Context, in *querypb.GetSegmen
 			DmChannel:    segment.Shard(),
 			PartitionID:  segment.Partition(),
 			CollectionID: segment.Collection(),
-			NodeID:       paramtable.GetNodeID(),
-			NodeIds:      []int64{paramtable.GetNodeID()},
+			NodeID:       node.GetNodeID(),
+			NodeIds:      []int64{node.GetNodeID()},
 			MemSize:      segment.MemSize(),
 			NumRows:      segment.InsertCount(),
 			IndexName:    indexName,
@@ -669,10 +669,10 @@ func (node *QueryNode) SearchSegments(ctx context.Context, req *querypb.SearchRe
 	}
 	defer node.lifetime.Done()
 
-	metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.SearchLabel, metrics.TotalLabel, metrics.FromLeader).Inc()
+	metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.SearchLabel, metrics.TotalLabel, metrics.FromLeader).Inc()
 	defer func() {
 		if !merr.Ok(resp.GetStatus()) {
-			metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.SearchLabel, metrics.FailLabel, metrics.FromLeader).Inc()
+			metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.SearchLabel, metrics.FailLabel, metrics.FromLeader).Inc()
 		}
 	}()
 
@@ -693,7 +693,7 @@ func (node *QueryNode) SearchSegments(ctx context.Context, req *querypb.SearchRe
 		return resp, nil
 	}
 
-	task := tasks.NewSearchTask(searchCtx, collection, node.manager, req)
+	task := tasks.NewSearchTask(searchCtx, collection, node.manager, req, node.serverID)
 	if err := node.scheduler.Add(task); err != nil {
 		log.Warn("failed to search channel", zap.Error(err))
 		resp.Status = merr.Status(err)
@@ -713,8 +713,8 @@ func (node *QueryNode) SearchSegments(ctx context.Context, req *querypb.SearchRe
 	))
 
 	latency := tr.ElapseSpan()
-	metrics.QueryNodeSQReqLatency.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.SearchLabel, metrics.FromLeader).Observe(float64(latency.Milliseconds()))
-	metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.SearchLabel, metrics.SuccessLabel, metrics.FromLeader).Inc()
+	metrics.QueryNodeSQReqLatency.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.SearchLabel, metrics.FromLeader).Observe(float64(latency.Milliseconds()))
+	metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.SearchLabel, metrics.SuccessLabel, metrics.FromLeader).Inc()
 
 	resp = task.Result()
 	resp.GetCostAggregation().ResponseTime = tr.ElapseSpan().Milliseconds()
@@ -750,7 +750,7 @@ func (node *QueryNode) Search(ctx context.Context, req *querypb.SearchRequest) (
 	}
 	defer node.lifetime.Done()
 
-	err := merr.CheckTargetID(req.GetReq().GetBase())
+	err := merr.CheckTargetID(node.GetNodeID(), req.GetReq().GetBase())
 	if err != nil {
 		log.Warn("target ID check failed", zap.Error(err))
 		return &internalpb.SearchResults{
@@ -807,12 +807,12 @@ func (node *QueryNode) Search(ctx context.Context, req *querypb.SearchRequest) (
 		return resp, nil
 	}
 	reduceLatency := tr.RecordSpan()
-	metrics.QueryNodeReduceLatency.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.SearchLabel, metrics.ReduceShards).
+	metrics.QueryNodeReduceLatency.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.SearchLabel, metrics.ReduceShards).
 		Observe(float64(reduceLatency.Milliseconds()))
 
 	collector.Rate.Add(metricsinfo.NQPerSecond, float64(req.GetReq().GetNq()))
 	collector.Rate.Add(metricsinfo.SearchThroughput, float64(proto.Size(req)))
-	metrics.QueryNodeExecuteCounter.WithLabelValues(strconv.FormatInt(paramtable.GetNodeID(), 10), metrics.SearchLabel).
+	metrics.QueryNodeExecuteCounter.WithLabelValues(strconv.FormatInt(node.GetNodeID(), 10), metrics.SearchLabel).
 		Add(float64(proto.Size(req)))
 
 	if result.GetCostAggregation() != nil {
@@ -836,19 +836,19 @@ func (node *QueryNode) HybridSearch(ctx context.Context, req *querypb.HybridSear
 	if err := node.lifetime.Add(merr.IsHealthy); err != nil {
 		return &querypb.HybridSearchResult{
 			Base: &commonpb.MsgBase{
-				SourceID: paramtable.GetNodeID(),
+				SourceID: node.GetNodeID(),
 			},
 			Status: merr.Status(err),
 		}, nil
 	}
 	defer node.lifetime.Done()
 
-	err := merr.CheckTargetID(req.GetReq().GetBase())
+	err := merr.CheckTargetID(node.GetNodeID(), req.GetReq().GetBase())
 	if err != nil {
 		log.Warn("target ID check failed", zap.Error(err))
 		return &querypb.HybridSearchResult{
 			Base: &commonpb.MsgBase{
-				SourceID: paramtable.GetNodeID(),
+				SourceID: node.GetNodeID(),
 			},
 			Status: merr.Status(err),
 		}, nil
@@ -856,7 +856,7 @@ func (node *QueryNode) HybridSearch(ctx context.Context, req *querypb.HybridSear
 
 	resp := &querypb.HybridSearchResult{
 		Base: &commonpb.MsgBase{
-			SourceID: paramtable.GetNodeID(),
+			SourceID: node.GetNodeID(),
 		},
 		Status: merr.Success(),
 	}
@@ -916,11 +916,11 @@ func (node *QueryNode) HybridSearch(ctx context.Context, req *querypb.HybridSear
 	resp.ChannelsMvcc = channelsMvcc
 
 	reduceLatency := tr.RecordSpan()
-	metrics.QueryNodeReduceLatency.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.HybridSearchLabel, metrics.ReduceShards).
+	metrics.QueryNodeReduceLatency.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.HybridSearchLabel, metrics.ReduceShards).
 		Observe(float64(reduceLatency.Milliseconds()))
 
 	collector.Rate.Add(metricsinfo.SearchThroughput, float64(proto.Size(req)))
-	metrics.QueryNodeExecuteCounter.WithLabelValues(strconv.FormatInt(paramtable.GetNodeID(), 10), metrics.HybridSearchLabel).
+	metrics.QueryNodeExecuteCounter.WithLabelValues(strconv.FormatInt(node.GetNodeID(), 10), metrics.HybridSearchLabel).
 		Add(float64(proto.Size(req)))
 
 	if resp.GetCostAggregation() != nil {
@@ -950,10 +950,10 @@ func (node *QueryNode) QuerySegments(ctx context.Context, req *querypb.QueryRequ
 	}
 	defer node.lifetime.Done()
 
-	metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.QueryLabel, metrics.TotalLabel, metrics.FromLeader).Inc()
+	metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.QueryLabel, metrics.TotalLabel, metrics.FromLeader).Inc()
 	defer func() {
 		if resp.GetStatus().GetErrorCode() != commonpb.ErrorCode_Success {
-			metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.QueryLabel, metrics.FailLabel, metrics.FromLeader).Inc()
+			metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.QueryLabel, metrics.FailLabel, metrics.FromLeader).Inc()
 		}
 	}()
 
@@ -995,8 +995,8 @@ func (node *QueryNode) QuerySegments(ctx context.Context, req *querypb.QueryRequ
 
 	// TODO QueryNodeSQLatencyInQueue QueryNodeReduceLatency
 	latency := tr.ElapseSpan()
-	metrics.QueryNodeSQReqLatency.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.QueryLabel, metrics.FromLeader).Observe(float64(latency.Milliseconds()))
-	metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.QueryLabel, metrics.SuccessLabel, metrics.FromLeader).Inc()
+	metrics.QueryNodeSQReqLatency.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.QueryLabel, metrics.FromLeader).Observe(float64(latency.Milliseconds()))
+	metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.QueryLabel, metrics.SuccessLabel, metrics.FromLeader).Inc()
 	result := task.Result()
 	result.GetCostAggregation().ResponseTime = latency.Milliseconds()
 	result.GetCostAggregation().TotalNQ = node.scheduler.GetWaitingTaskTotalNQ()
@@ -1031,7 +1031,7 @@ func (node *QueryNode) Query(ctx context.Context, req *querypb.QueryRequest) (*i
 	}
 	defer node.lifetime.Done()
 
-	err := merr.CheckTargetID(req.GetReq().GetBase())
+	err := merr.CheckTargetID(node.GetNodeID(), req.GetReq().GetBase())
 	if err != nil {
 		log.Warn("target ID check failed", zap.Error(err))
 		return &internalpb.RetrieveResults{
@@ -1080,12 +1080,12 @@ func (node *QueryNode) Query(ctx context.Context, req *querypb.QueryRequest) (*i
 		}, nil
 	}
 	reduceLatency := tr.RecordSpan()
-	metrics.QueryNodeReduceLatency.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.QueryLabel, metrics.ReduceShards).
+	metrics.QueryNodeReduceLatency.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.QueryLabel, metrics.ReduceShards).
 		Observe(float64(reduceLatency.Milliseconds()))
 
 	if !req.FromShardLeader {
 		collector.Rate.Add(metricsinfo.NQPerSecond, 1)
-		metrics.QueryNodeExecuteCounter.WithLabelValues(strconv.FormatInt(paramtable.GetNodeID(), 10), metrics.QueryLabel).Add(float64(proto.Size(req)))
+		metrics.QueryNodeExecuteCounter.WithLabelValues(strconv.FormatInt(node.GetNodeID(), 10), metrics.QueryLabel).Add(float64(proto.Size(req)))
 	}
 
 	if ret.GetCostAggregation() != nil {
@@ -1116,7 +1116,7 @@ func (node *QueryNode) QueryStream(req *querypb.QueryRequest, srv querypb.QueryN
 	}
 	defer node.lifetime.Done()
 
-	err := merr.CheckTargetID(req.GetReq().GetBase())
+	err := merr.CheckTargetID(node.GetNodeID(), req.GetReq().GetBase())
 	if err != nil {
 		log.Warn("target ID check failed", zap.Error(err))
 		return err
@@ -1151,7 +1151,7 @@ func (node *QueryNode) QueryStream(req *querypb.QueryRequest, srv querypb.QueryN
 	}
 
 	collector.Rate.Add(metricsinfo.NQPerSecond, 1)
-	metrics.QueryNodeExecuteCounter.WithLabelValues(strconv.FormatInt(paramtable.GetNodeID(), 10), metrics.QueryLabel).Add(float64(proto.Size(req)))
+	metrics.QueryNodeExecuteCounter.WithLabelValues(strconv.FormatInt(node.GetNodeID(), 10), metrics.QueryLabel).Add(float64(proto.Size(req)))
 	return nil
 }
 
@@ -1170,10 +1170,10 @@ func (node *QueryNode) QueryStreamSegments(req *querypb.QueryRequest, srv queryp
 	)
 
 	resp := &internalpb.RetrieveResults{}
-	metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.QueryLabel, metrics.TotalLabel, metrics.FromLeader).Inc()
+	metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.QueryLabel, metrics.TotalLabel, metrics.FromLeader).Inc()
 	defer func() {
 		if resp.GetStatus().GetErrorCode() != commonpb.ErrorCode_Success {
-			metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.QueryLabel, metrics.FailLabel, metrics.FromLeader).Inc()
+			metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.QueryLabel, metrics.FailLabel, metrics.FromLeader).Inc()
 		}
 	}()
 
@@ -1207,8 +1207,8 @@ func (node *QueryNode) QueryStreamSegments(req *querypb.QueryRequest, srv queryp
 
 	// TODO QueryNodeSQLatencyInQueue QueryNodeReduceLatency
 	latency := tr.ElapseSpan()
-	metrics.QueryNodeSQReqLatency.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.QueryLabel, metrics.FromLeader).Observe(float64(latency.Milliseconds()))
-	metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), metrics.QueryLabel, metrics.SuccessLabel, metrics.FromLeader).Inc()
+	metrics.QueryNodeSQReqLatency.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.QueryLabel, metrics.FromLeader).Observe(float64(latency.Milliseconds()))
+	metrics.QueryNodeSQCount.WithLabelValues(fmt.Sprint(node.GetNodeID()), metrics.QueryLabel, metrics.SuccessLabel, metrics.FromLeader).Inc()
 	return nil
 }
 
@@ -1221,7 +1221,7 @@ func (node *QueryNode) SyncReplicaSegments(ctx context.Context, req *querypb.Syn
 func (node *QueryNode) ShowConfigurations(ctx context.Context, req *internalpb.ShowConfigurationsRequest) (*internalpb.ShowConfigurationsResponse, error) {
 	if err := node.lifetime.Add(merr.IsHealthy); err != nil {
 		log.Warn("QueryNode.ShowConfigurations failed",
-			zap.Int64("nodeId", paramtable.GetNodeID()),
+			zap.Int64("nodeId", node.GetNodeID()),
 			zap.String("req", req.Pattern),
 			zap.Error(err))
 
@@ -1251,7 +1251,7 @@ func (node *QueryNode) ShowConfigurations(ctx context.Context, req *internalpb.S
 func (node *QueryNode) GetMetrics(ctx context.Context, req *milvuspb.GetMetricsRequest) (*milvuspb.GetMetricsResponse, error) {
 	if err := node.lifetime.Add(merr.IsHealthy); err != nil {
 		log.Warn("QueryNode.GetMetrics failed",
-			zap.Int64("nodeId", paramtable.GetNodeID()),
+			zap.Int64("nodeId", node.GetNodeID()),
 			zap.String("req", req.Request),
 			zap.Error(err))
 
@@ -1265,7 +1265,7 @@ func (node *QueryNode) GetMetrics(ctx context.Context, req *milvuspb.GetMetricsR
 	metricType, err := metricsinfo.ParseMetricType(req.Request)
 	if err != nil {
 		log.Warn("QueryNode.GetMetrics failed to parse metric type",
-			zap.Int64("nodeId", paramtable.GetNodeID()),
+			zap.Int64("nodeId", node.GetNodeID()),
 			zap.String("req", req.Request),
 			zap.Error(err))
 
@@ -1278,7 +1278,7 @@ func (node *QueryNode) GetMetrics(ctx context.Context, req *milvuspb.GetMetricsR
 		queryNodeMetrics, err := getSystemInfoMetrics(ctx, req, node)
 		if err != nil {
 			log.Warn("QueryNode.GetMetrics failed",
-				zap.Int64("nodeId", paramtable.GetNodeID()),
+				zap.Int64("nodeId", node.GetNodeID()),
 				zap.String("req", req.Request),
 				zap.String("metricType", metricType),
 				zap.Error(err))
@@ -1287,7 +1287,7 @@ func (node *QueryNode) GetMetrics(ctx context.Context, req *milvuspb.GetMetricsR
 			}, nil
 		}
 		log.RatedDebug(50, "QueryNode.GetMetrics",
-			zap.Int64("nodeID", paramtable.GetNodeID()),
+			zap.Int64("nodeID", node.GetNodeID()),
 			zap.String("req", req.Request),
 			zap.String("metricType", metricType),
 			zap.Any("queryNodeMetrics", queryNodeMetrics))
@@ -1296,7 +1296,7 @@ func (node *QueryNode) GetMetrics(ctx context.Context, req *milvuspb.GetMetricsR
 	}
 
 	log.Debug("QueryNode.GetMetrics failed, request metric type is not implemented yet",
-		zap.Int64("nodeID", paramtable.GetNodeID()),
+		zap.Int64("nodeID", node.GetNodeID()),
 		zap.String("req", req.Request),
 		zap.String("metricType", metricType))
 
@@ -1308,7 +1308,7 @@ func (node *QueryNode) GetMetrics(ctx context.Context, req *milvuspb.GetMetricsR
 func (node *QueryNode) GetDataDistribution(ctx context.Context, req *querypb.GetDataDistributionRequest) (*querypb.GetDataDistributionResponse, error) {
 	log := log.Ctx(ctx).With(
 		zap.Int64("msgID", req.GetBase().GetMsgID()),
-		zap.Int64("nodeID", paramtable.GetNodeID()),
+		zap.Int64("nodeID", node.GetNodeID()),
 	)
 	if err := node.lifetime.Add(merr.IsHealthy); err != nil {
 		log.Warn("QueryNode.GetDataDistribution failed",
@@ -1321,7 +1321,7 @@ func (node *QueryNode) GetDataDistribution(ctx context.Context, req *querypb.Get
 	defer node.lifetime.Done()
 
 	// check target matches
-	if err := merr.CheckTargetID(req.GetBase()); err != nil {
+	if err := merr.CheckTargetID(node.GetNodeID(), req.GetBase()); err != nil {
 		return &querypb.GetDataDistributionResponse{
 			Status: merr.Status(err),
 		}, nil
@@ -1393,7 +1393,7 @@ func (node *QueryNode) GetDataDistribution(ctx context.Context, req *querypb.Get
 
 	return &querypb.GetDataDistributionResponse{
 		Status:      merr.Success(),
-		NodeID:      paramtable.GetNodeID(),
+		NodeID:      node.GetNodeID(),
 		Segments:    segmentVersionInfos,
 		Channels:    channelVersionInfos,
 		LeaderViews: leaderViews,
@@ -1402,7 +1402,7 @@ func (node *QueryNode) GetDataDistribution(ctx context.Context, req *querypb.Get
 
 func (node *QueryNode) SyncDistribution(ctx context.Context, req *querypb.SyncDistributionRequest) (*commonpb.Status, error) {
 	log := log.Ctx(ctx).With(zap.Int64("collectionID", req.GetCollectionID()),
-		zap.String("channel", req.GetChannel()), zap.Int64("currentNodeID", paramtable.GetNodeID()))
+		zap.String("channel", req.GetChannel()), zap.Int64("currentNodeID", node.GetNodeID()))
 	// check node healthy
 	if err := node.lifetime.Add(merr.IsHealthy); err != nil {
 		return merr.Status(err), nil
@@ -1410,7 +1410,7 @@ func (node *QueryNode) SyncDistribution(ctx context.Context, req *querypb.SyncDi
 	defer node.lifetime.Done()
 
 	// check target matches
-	if err := merr.CheckTargetID(req.GetBase()); err != nil {
+	if err := merr.CheckTargetID(node.GetNodeID(), req.GetBase()); err != nil {
 		return merr.Status(err), nil
 	}
 
@@ -1510,7 +1510,7 @@ func (node *QueryNode) Delete(ctx context.Context, req *querypb.DeleteRequest) (
 	defer node.lifetime.Done()
 
 	// check target matches
-	if err := merr.CheckTargetID(req.GetBase()); err != nil {
+	if err := merr.CheckTargetID(node.GetNodeID(), req.GetBase()); err != nil {
 		return merr.Status(err), nil
 	}
 
diff --git a/internal/querynodev2/tasks/task.go b/internal/querynodev2/tasks/task.go
index ffb9df7900..791f8340b9 100644
--- a/internal/querynodev2/tasks/task.go
+++ b/internal/querynodev2/tasks/task.go
@@ -48,6 +48,7 @@ type SearchTask struct {
 	originNqs        []int64
 	others           []*SearchTask
 	notifier         chan error
+	serverID         int64
 
 	tr           *timerecord.TimeRecorder
 	scheduleSpan trace.Span
@@ -57,6 +58,7 @@ func NewSearchTask(ctx context.Context,
 	collection *segments.Collection,
 	manager *segments.Manager,
 	req *querypb.SearchRequest,
+	serverID int64,
 ) *SearchTask {
 	ctx, span := otel.Tracer(typeutil.QueryNodeRole).Start(ctx, "schedule")
 	return &SearchTask{
@@ -74,6 +76,7 @@ func NewSearchTask(ctx context.Context,
 		notifier:         make(chan error, 1),
 		tr:               timerecord.NewTimeRecorderWithTrace(ctx, "searchTask"),
 		scheduleSpan:     span,
+		serverID:         serverID,
 	}
 }
 
@@ -83,13 +86,17 @@ func (t *SearchTask) Username() string {
 	return t.req.Req.GetUsername()
 }
 
+func (t *SearchTask) GetNodeID() int64 {
+	return t.serverID
+}
+
 func (t *SearchTask) IsGpuIndex() bool {
 	return t.collection.IsGpuIndex()
 }
 
 func (t *SearchTask) PreExecute() error {
 	// Update task wait time metric before execute
-	nodeID := strconv.FormatInt(paramtable.GetNodeID(), 10)
+	nodeID := strconv.FormatInt(t.GetNodeID(), 10)
 	inQueueDuration := t.tr.ElapseSpan()
 
 	// Update in queue metric for prometheus.
@@ -180,7 +187,7 @@ func (t *SearchTask) Execute() error {
 
 			task.result = &internalpb.SearchResults{
 				Base: &commonpb.MsgBase{
-					SourceID: paramtable.GetNodeID(),
+					SourceID: t.GetNodeID(),
 				},
 				Status:         merr.Success(),
 				MetricType:     metricType,
@@ -211,7 +218,7 @@ func (t *SearchTask) Execute() error {
 	}
 	defer segments.DeleteSearchResultDataBlobs(blobs)
 	metrics.QueryNodeReduceLatency.WithLabelValues(
-		fmt.Sprint(paramtable.GetNodeID()),
+		fmt.Sprint(t.GetNodeID()),
 		metrics.SearchLabel,
 		metrics.ReduceSegments).
 		Observe(float64(tr.RecordSpan().Milliseconds()))
@@ -234,7 +241,7 @@ func (t *SearchTask) Execute() error {
 
 		task.result = &internalpb.SearchResults{
 			Base: &commonpb.MsgBase{
-				SourceID: paramtable.GetNodeID(),
+				SourceID: t.GetNodeID(),
 			},
 			Status:         merr.Success(),
 			MetricType:     metricType,
@@ -294,9 +301,9 @@ func (t *SearchTask) Merge(other *SearchTask) bool {
 
 func (t *SearchTask) Done(err error) {
 	if !t.merged {
-		metrics.QueryNodeSearchGroupSize.WithLabelValues(fmt.Sprint(paramtable.GetNodeID())).Observe(float64(t.groupSize))
-		metrics.QueryNodeSearchGroupNQ.WithLabelValues(fmt.Sprint(paramtable.GetNodeID())).Observe(float64(t.nq))
-		metrics.QueryNodeSearchGroupTopK.WithLabelValues(fmt.Sprint(paramtable.GetNodeID())).Observe(float64(t.topk))
+		metrics.QueryNodeSearchGroupSize.WithLabelValues(fmt.Sprint(t.GetNodeID())).Observe(float64(t.groupSize))
+		metrics.QueryNodeSearchGroupNQ.WithLabelValues(fmt.Sprint(t.GetNodeID())).Observe(float64(t.nq))
+		metrics.QueryNodeSearchGroupTopK.WithLabelValues(fmt.Sprint(t.GetNodeID())).Observe(float64(t.topk))
 	}
 	t.notifier <- err
 	for _, other := range t.others {
diff --git a/internal/types/types.go b/internal/types/types.go
index 3239ed8b81..f5852cba6f 100644
--- a/internal/types/types.go
+++ b/internal/types/types.go
@@ -75,6 +75,7 @@ type DataNodeComponent interface {
 
 	SetAddress(address string)
 	GetAddress() string
+	GetNodeID() int64
 
 	// SetEtcdClient set etcd client for DataNode
 	SetEtcdClient(etcdClient *clientv3.Client)
@@ -283,6 +284,7 @@ type QueryNodeComponent interface {
 
 	SetAddress(address string)
 	GetAddress() string
+	GetNodeID() int64
 
 	// SetEtcdClient set etcd client for QueryNode
 	SetEtcdClient(etcdClient *clientv3.Client)
diff --git a/pkg/util/merr/utils.go b/pkg/util/merr/utils.go
index 4d4383d9c6..228c0500c9 100644
--- a/pkg/util/merr/utils.go
+++ b/pkg/util/merr/utils.go
@@ -293,9 +293,9 @@ func AnalyzeState(role string, nodeID int64, state *milvuspb.ComponentStates) er
 	return nil
 }
 
-func CheckTargetID(msg *commonpb.MsgBase) error {
-	if msg.GetTargetID() != paramtable.GetNodeID() {
-		return WrapErrNodeNotMatch(paramtable.GetNodeID(), msg.GetTargetID())
+func CheckTargetID(actualNodeID int64, msg *commonpb.MsgBase) error {
+	if msg.GetTargetID() != actualNodeID {
+		return WrapErrNodeNotMatch(actualNodeID, msg.GetTargetID())
 	}
 
 	return nil
diff --git a/tests/integration/datanode/datanode_test.go b/tests/integration/datanode/datanode_test.go
new file mode 100644
index 0000000000..0fd620ce2f
--- /dev/null
+++ b/tests/integration/datanode/datanode_test.go
@@ -0,0 +1,309 @@
+// Licensed to the LF AI & Data foundation under one
+// or more contributor license agreements. See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership. The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License. You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package datanode
+
+import (
+	"context"
+	"fmt"
+	"math/rand"
+	"strconv"
+	"sync"
+	"testing"
+	"time"
+
+	"github.com/golang/protobuf/proto"
+	"github.com/stretchr/testify/suite"
+
+	"github.com/milvus-io/milvus-proto/go-api/v2/milvuspb"
+	"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
+	"github.com/milvus-io/milvus/pkg/common"
+	"github.com/milvus-io/milvus/pkg/log"
+	"github.com/milvus-io/milvus/pkg/util/funcutil"
+	"github.com/milvus-io/milvus/pkg/util/merr"
+	"github.com/milvus-io/milvus/pkg/util/metric"
+	"github.com/milvus-io/milvus/tests/integration"
+)
+
+type DataNodeSuite struct {
+	integration.MiniClusterSuite
+	maxGoRoutineNum   int
+	dim               int
+	numCollections    int
+	rowsPerCollection int
+	waitTimeInSec     time.Duration
+	prefix            string
+}
+
+func (s *DataNodeSuite) setupParam() {
+	s.maxGoRoutineNum = 100
+	s.dim = 128
+	s.numCollections = 2
+	s.rowsPerCollection = 100
+	s.waitTimeInSec = time.Second * 1
+}
+
+func (s *DataNodeSuite) loadCollection(collectionName string) {
+	c := s.Cluster
+	dbName := ""
+	schema := integration.ConstructSchema(collectionName, s.dim, true)
+	marshaledSchema, err := proto.Marshal(schema)
+	s.NoError(err)
+
+	createCollectionStatus, err := c.Proxy.CreateCollection(context.TODO(), &milvuspb.CreateCollectionRequest{
+		DbName:         dbName,
+		CollectionName: collectionName,
+		Schema:         marshaledSchema,
+		ShardsNum:      common.DefaultShardsNum,
+	})
+	s.NoError(err)
+
+	err = merr.Error(createCollectionStatus)
+	s.NoError(err)
+
+	showCollectionsResp, err := c.Proxy.ShowCollections(context.TODO(), &milvuspb.ShowCollectionsRequest{})
+	s.NoError(err)
+	s.True(merr.Ok(showCollectionsResp.GetStatus()))
+
+	batchSize := 500000
+	for start := 0; start < s.rowsPerCollection; start += batchSize {
+		rowNum := batchSize
+		if start+batchSize > s.rowsPerCollection {
+			rowNum = s.rowsPerCollection - start
+		}
+		fVecColumn := integration.NewFloatVectorFieldData(integration.FloatVecField, rowNum, s.dim)
+		hashKeys := integration.GenerateHashKeys(rowNum)
+		insertResult, err := c.Proxy.Insert(context.TODO(), &milvuspb.InsertRequest{
+			DbName:         dbName,
+			CollectionName: collectionName,
+			FieldsData:     []*schemapb.FieldData{fVecColumn},
+			HashKeys:       hashKeys,
+			NumRows:        uint32(rowNum),
+		})
+		s.NoError(err)
+		s.True(merr.Ok(insertResult.GetStatus()))
+	}
+	log.Info("=========================Data insertion finished=========================")
+
+	// flush
+	flushResp, err := c.Proxy.Flush(context.TODO(), &milvuspb.FlushRequest{
+		DbName:          dbName,
+		CollectionNames: []string{collectionName},
+	})
+	s.NoError(err)
+	segmentIDs, has := flushResp.GetCollSegIDs()[collectionName]
+	ids := segmentIDs.GetData()
+	s.Require().NotEmpty(segmentIDs)
+	s.Require().True(has)
+	flushTs, has := flushResp.GetCollFlushTs()[collectionName]
+	s.True(has)
+
+	segments, err := c.MetaWatcher.ShowSegments()
+	s.NoError(err)
+	s.NotEmpty(segments)
+	s.WaitForFlush(context.TODO(), ids, flushTs, dbName, collectionName)
+	log.Info("=========================Data flush finished=========================")
+
+	// create index
+	createIndexStatus, err := c.Proxy.CreateIndex(context.TODO(), &milvuspb.CreateIndexRequest{
+		CollectionName: collectionName,
+		FieldName:      integration.FloatVecField,
+		IndexName:      "_default",
+		ExtraParams:    integration.ConstructIndexParam(s.dim, integration.IndexFaissIvfFlat, metric.IP),
+	})
+	s.NoError(err)
+	err = merr.Error(createIndexStatus)
+	s.NoError(err)
+	s.WaitForIndexBuilt(context.TODO(), collectionName, integration.FloatVecField)
+	log.Info("=========================Index created=========================")
+
+	// load
+	loadStatus, err := c.Proxy.LoadCollection(context.TODO(), &milvuspb.LoadCollectionRequest{
+		DbName:         dbName,
+		CollectionName: collectionName,
+	})
+	s.NoError(err)
+	err = merr.Error(loadStatus)
+	s.NoError(err)
+	s.WaitForLoad(context.TODO(), collectionName)
+	log.Info("=========================Collection loaded=========================")
+}
+
+func (s *DataNodeSuite) checkCollections() bool {
+	req := &milvuspb.ShowCollectionsRequest{
+		DbName:    "",
+		TimeStamp: 0, // means now
+	}
+	resp, err := s.Cluster.Proxy.ShowCollections(context.TODO(), req)
+	s.NoError(err)
+	s.Equal(len(resp.CollectionIds), s.numCollections)
+	notLoaded := 0
+	loaded := 0
+	for _, name := range resp.CollectionNames {
+		loadProgress, err := s.Cluster.Proxy.GetLoadingProgress(context.TODO(), &milvuspb.GetLoadingProgressRequest{
+			DbName:         "",
+			CollectionName: name,
+		})
+		s.NoError(err)
+		if loadProgress.GetProgress() != int64(100) {
+			notLoaded++
+		} else {
+			loaded++
+		}
+	}
+	log.Info(fmt.Sprintf("loading status: %d/%d", loaded, len(resp.GetCollectionNames())))
+	return notLoaded == 0
+}
+
+func (s *DataNodeSuite) search(collectionName string) {
+	c := s.Cluster
+	var err error
+	// Query
+	queryReq := &milvuspb.QueryRequest{
+		Base:               nil,
+		CollectionName:     collectionName,
+		PartitionNames:     nil,
+		Expr:               "",
+		OutputFields:       []string{"count(*)"},
+		TravelTimestamp:    0,
+		GuaranteeTimestamp: 0,
+	}
+	queryResult, err := c.Proxy.Query(context.TODO(), queryReq)
+	s.NoError(err)
+	s.Equal(len(queryResult.FieldsData), 1)
+	numEntities := queryResult.FieldsData[0].GetScalars().GetLongData().Data[0]
+	s.Equal(numEntities, int64(s.rowsPerCollection))
+
+	// Search
+	expr := fmt.Sprintf("%s > 0", integration.Int64Field)
+	nq := 10
+	topk := 10
+	roundDecimal := -1
+	radius := 10
+
+	params := integration.GetSearchParams(integration.IndexFaissIvfFlat, metric.IP)
+	params["radius"] = radius
+	searchReq := integration.ConstructSearchRequest("", collectionName, expr,
+		integration.FloatVecField, schemapb.DataType_FloatVector, nil, metric.IP, params, nq, s.dim, topk, roundDecimal)
+
+	searchResult, _ := c.Proxy.Search(context.TODO(), searchReq)
+
+	err = merr.Error(searchResult.GetStatus())
+	s.NoError(err)
+}
+
+func (s *DataNodeSuite) insertBatchCollections(prefix string, collectionBatchSize, idxStart int, wg *sync.WaitGroup) {
+	for idx := 0; idx < collectionBatchSize; idx++ {
+		collectionName := prefix + "_" + strconv.Itoa(idxStart+idx)
+		s.loadCollection(collectionName)
+	}
+	wg.Done()
+}
+
+func (s *DataNodeSuite) setupData() {
+	// Add the second data node
+	s.Cluster.AddDataNode()
+	goRoutineNum := s.maxGoRoutineNum
+	if goRoutineNum > s.numCollections {
+		goRoutineNum = s.numCollections
+	}
+	collectionBatchSize := s.numCollections / goRoutineNum
+	log.Info(fmt.Sprintf("=========================test with dim=%d, s.rowsPerCollection=%d, s.numCollections=%d, goRoutineNum=%d==================", s.dim, s.rowsPerCollection, s.numCollections, goRoutineNum))
+	log.Info("=========================Start to inject data=========================")
+	s.prefix = "TestDataNodeUtil" + funcutil.GenRandomStr()
+	searchName := s.prefix + "_0"
+	wg := sync.WaitGroup{}
+	for idx := 0; idx < goRoutineNum; idx++ {
+		wg.Add(1)
+		go s.insertBatchCollections(s.prefix, collectionBatchSize, idx*collectionBatchSize, &wg)
+	}
+	wg.Wait()
+	log.Info("=========================Data injection finished=========================")
+	s.checkCollections()
+	log.Info(fmt.Sprintf("=========================start to search %s=========================", searchName))
+	s.search(searchName)
+	log.Info("=========================Search finished=========================")
+	time.Sleep(s.waitTimeInSec)
+	s.checkCollections()
+	log.Info(fmt.Sprintf("=========================start to search2 %s=========================", searchName))
+	s.search(searchName)
+	log.Info("=========================Search2 finished=========================")
+	s.checkAllCollectionsReady()
+}
+
+func (s *DataNodeSuite) checkAllCollectionsReady() {
+	goRoutineNum := s.maxGoRoutineNum
+	if goRoutineNum > s.numCollections {
+		goRoutineNum = s.numCollections
+	}
+	collectionBatchSize := s.numCollections / goRoutineNum
+	for i := 0; i < goRoutineNum; i++ {
+		for idx := 0; idx < collectionBatchSize; idx++ {
+			collectionName := s.prefix + "_" + strconv.Itoa(i*collectionBatchSize+idx)
+			s.search(collectionName)
+			queryReq := &milvuspb.QueryRequest{
+				CollectionName: collectionName,
+				Expr:           "",
+				OutputFields:   []string{"count(*)"},
+			}
+			_, err := s.Cluster.Proxy.Query(context.TODO(), queryReq)
+			s.NoError(err)
+		}
+	}
+}
+
+func (s *DataNodeSuite) checkQNRestarts(idx int) {
+	// Stop all data nodes
+	s.Cluster.StopAllDataNodes()
+	// Add new data nodes.
+	qn1 := s.Cluster.AddDataNode()
+	qn2 := s.Cluster.AddDataNode()
+	time.Sleep(s.waitTimeInSec)
+	cn := fmt.Sprintf("new_collection_r_%d", idx)
+	s.loadCollection(cn)
+	s.search(cn)
+	// Randomly stop one data node.
+	if rand.Intn(2) == 0 {
+		qn1.Stop()
+	} else {
+		qn2.Stop()
+	}
+	time.Sleep(s.waitTimeInSec)
+	cn = fmt.Sprintf("new_collection_x_%d", idx)
+	s.loadCollection(cn)
+	s.search(cn)
+}
+
+func (s *DataNodeSuite) TestSwapQN() {
+	s.setupParam()
+	s.setupData()
+	// Test case with new data nodes added
+	s.Cluster.AddDataNode()
+	s.Cluster.AddDataNode()
+	time.Sleep(s.waitTimeInSec)
+	cn := "new_collection_a"
+	s.loadCollection(cn)
+	s.search(cn)
+
+	// Test case with all data nodes replaced
+	for idx := 0; idx < 5; idx++ {
+		s.checkQNRestarts(idx)
+	}
+}
+
+func TestDataNodeUtil(t *testing.T) {
+	suite.Run(t, new(DataNodeSuite))
+}
diff --git a/tests/integration/minicluster_v2.go b/tests/integration/minicluster_v2.go
index 9a90bd7541..0f7328555e 100644
--- a/tests/integration/minicluster_v2.go
+++ b/tests/integration/minicluster_v2.go
@@ -26,6 +26,7 @@ import (
 
 	"github.com/cockroachdb/errors"
 	clientv3 "go.etcd.io/etcd/client/v3"
+	"go.uber.org/atomic"
 	"go.uber.org/zap"
 
 	"github.com/milvus-io/milvus-proto/go-api/v2/milvuspb"
@@ -118,13 +119,20 @@ type MiniClusterV2 struct {
 	IndexNode *grpcindexnode.Server
 
 	MetaWatcher MetaWatcher
+	ptmu        sync.Mutex
+	querynodes  []*grpcquerynode.Server
+	qnid        atomic.Int64
+	datanodes   []*grpcdatanode.Server
+	dnid        atomic.Int64
 }
 
 type OptionV2 func(cluster *MiniClusterV2)
 
 func StartMiniClusterV2(ctx context.Context, opts ...OptionV2) (*MiniClusterV2, error) {
 	cluster := &MiniClusterV2{
-		ctx: ctx,
+		ctx:  ctx,
+		qnid: *atomic.NewInt64(10000),
+		dnid: *atomic.NewInt64(20000),
 	}
 	paramtable.Init()
 	cluster.params = DefaultParams()
@@ -238,6 +246,62 @@ func StartMiniClusterV2(ctx context.Context, opts ...OptionV2) (*MiniClusterV2,
 	return cluster, nil
 }
 
+func (cluster *MiniClusterV2) AddQueryNode() *grpcquerynode.Server {
+	cluster.ptmu.Lock()
+	defer cluster.ptmu.Unlock()
+	cluster.qnid.Inc()
+	id := cluster.qnid.Load()
+	oid := paramtable.GetNodeID()
+	log.Info(fmt.Sprintf("adding extra querynode with id:%d", id))
+	paramtable.SetNodeID(id)
+	node, err := grpcquerynode.NewServer(context.TODO(), cluster.factory)
+	if err != nil {
+		return nil
+	}
+	err = node.Run()
+	if err != nil {
+		return nil
+	}
+	paramtable.SetNodeID(oid)
+
+	req := &milvuspb.GetComponentStatesRequest{}
+	resp, err := node.GetComponentStates(context.TODO(), req)
+	if err != nil {
+		return nil
+	}
+	log.Info(fmt.Sprintf("querynode %d ComponentStates:%v", id, resp))
+	cluster.querynodes = append(cluster.querynodes, node)
+	return node
+}
+
+func (cluster *MiniClusterV2) AddDataNode() *grpcdatanode.Server {
+	cluster.ptmu.Lock()
+	defer cluster.ptmu.Unlock()
+	cluster.qnid.Inc()
+	id := cluster.qnid.Load()
+	oid := paramtable.GetNodeID()
+	log.Info(fmt.Sprintf("adding extra datanode with id:%d", id))
+	paramtable.SetNodeID(id)
+	node, err := grpcdatanode.NewServer(context.TODO(), cluster.factory)
+	if err != nil {
+		return nil
+	}
+	err = node.Run()
+	if err != nil {
+		return nil
+	}
+	paramtable.SetNodeID(oid)
+
+	req := &milvuspb.GetComponentStatesRequest{}
+	resp, err := node.GetComponentStates(context.TODO(), req)
+	if err != nil {
+		return nil
+	}
+	log.Info(fmt.Sprintf("datanode %d ComponentStates:%v", id, resp))
+	cluster.datanodes = append(cluster.datanodes, node)
+	return node
+}
+
 func (cluster *MiniClusterV2) Start() error {
 	log.Info("mini cluster start")
 	err := cluster.RootCoord.Run()
@@ -301,10 +365,8 @@ func (cluster *MiniClusterV2) Stop() error {
 	cluster.Proxy.Stop()
 	log.Info("mini cluster proxy stopped")
 
-	cluster.DataNode.Stop()
-	log.Info("mini cluster dataNode stopped")
-	cluster.QueryNode.Stop()
-	log.Info("mini cluster queryNode stopped")
+	cluster.StopAllDataNodes()
+	cluster.StopAllQueryNodes()
 	cluster.IndexNode.Stop()
 	log.Info("mini cluster indexNode stopped")
 
@@ -323,6 +385,26 @@ func (cluster *MiniClusterV2) Stop() error {
 	return nil
 }
 
+func (cluster *MiniClusterV2) StopAllQueryNodes() {
+	cluster.QueryNode.Stop()
+	log.Info("mini cluster main queryNode stopped")
+	numExtraQN := len(cluster.querynodes)
+	for _, node := range cluster.querynodes {
+		node.Stop()
+	}
+	log.Info(fmt.Sprintf("mini cluster stoped %d extra querynode", numExtraQN))
+}
+
+func (cluster *MiniClusterV2) StopAllDataNodes() {
+	cluster.DataNode.Stop()
+	log.Info("mini cluster main dataNode stopped")
+	numExtraQN := len(cluster.datanodes)
+	for _, node := range cluster.datanodes {
+		node.Stop()
+	}
+	log.Info(fmt.Sprintf("mini cluster stoped %d extra datanode", numExtraQN))
+}
+
 func (cluster *MiniClusterV2) GetContext() context.Context {
 	return cluster.ctx
 }
diff --git a/tests/integration/querynode/querynode_test.go b/tests/integration/querynode/querynode_test.go
new file mode 100644
index 0000000000..558b632182
--- /dev/null
+++ b/tests/integration/querynode/querynode_test.go
@@ -0,0 +1,305 @@
+// Licensed to the LF AI & Data foundation under one
+// or more contributor license agreements. See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership. The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License. You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package querynode
+
+import (
+	"context"
+	"fmt"
+	"strconv"
+	"sync"
+	"testing"
+	"time"
+
+	"github.com/golang/protobuf/proto"
+	"github.com/stretchr/testify/suite"
+
+	"github.com/milvus-io/milvus-proto/go-api/v2/milvuspb"
+	"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
+	"github.com/milvus-io/milvus/pkg/common"
+	"github.com/milvus-io/milvus/pkg/log"
+	"github.com/milvus-io/milvus/pkg/util/funcutil"
+	"github.com/milvus-io/milvus/pkg/util/merr"
+	"github.com/milvus-io/milvus/pkg/util/metric"
+	"github.com/milvus-io/milvus/tests/integration"
+)
+
+type QueryNodeSuite struct {
+	integration.MiniClusterSuite
+	maxGoRoutineNum   int
+	dim               int
+	numCollections    int
+	rowsPerCollection int
+	waitTimeInSec     time.Duration
+	prefix            string
+}
+
+func (s *QueryNodeSuite) setupParam() {
+	s.maxGoRoutineNum = 100
+	s.dim = 128
+	s.numCollections = 2
+	s.rowsPerCollection = 100
+	s.waitTimeInSec = time.Second * 10
+}
+
+func (s *QueryNodeSuite) loadCollection(collectionName string, dim int) {
+	c := s.Cluster
+	dbName := ""
+	schema := integration.ConstructSchema(collectionName, dim, true)
+	marshaledSchema, err := proto.Marshal(schema)
+	s.NoError(err)
+
+	createCollectionStatus, err := c.Proxy.CreateCollection(context.TODO(), &milvuspb.CreateCollectionRequest{
+		DbName:         dbName,
+		CollectionName: collectionName,
+		Schema:         marshaledSchema,
+		ShardsNum:      common.DefaultShardsNum,
+	})
+	s.NoError(err)
+
+	err = merr.Error(createCollectionStatus)
+	s.NoError(err)
+
+	showCollectionsResp, err := c.Proxy.ShowCollections(context.TODO(), &milvuspb.ShowCollectionsRequest{})
+	s.NoError(err)
+	s.True(merr.Ok(showCollectionsResp.GetStatus()))
+
+	batchSize := 500000
+	for start := 0; start < s.rowsPerCollection; start += batchSize {
+		rowNum := batchSize
+		if start+batchSize > s.rowsPerCollection {
+			rowNum = s.rowsPerCollection - start
+		}
+		fVecColumn := integration.NewFloatVectorFieldData(integration.FloatVecField, rowNum, dim)
+		hashKeys := integration.GenerateHashKeys(rowNum)
+		insertResult, err := c.Proxy.Insert(context.TODO(), &milvuspb.InsertRequest{
+			DbName:         dbName,
+			CollectionName: collectionName,
+			FieldsData:     []*schemapb.FieldData{fVecColumn},
+			HashKeys:       hashKeys,
+			NumRows:        uint32(rowNum),
+		})
+		s.NoError(err)
+		s.True(merr.Ok(insertResult.GetStatus()))
+	}
+	log.Info("=========================Data insertion finished=========================")
+
+	// flush
+	flushResp, err := c.Proxy.Flush(context.TODO(), &milvuspb.FlushRequest{
+		DbName:          dbName,
+		CollectionNames: []string{collectionName},
+	})
+	s.NoError(err)
+	segmentIDs, has := flushResp.GetCollSegIDs()[collectionName]
+	ids := segmentIDs.GetData()
+	s.Require().NotEmpty(segmentIDs)
+	s.Require().True(has)
+	flushTs, has := flushResp.GetCollFlushTs()[collectionName]
+	s.True(has)
+
+	segments, err := c.MetaWatcher.ShowSegments()
+	s.NoError(err)
+	s.NotEmpty(segments)
+	s.WaitForFlush(context.TODO(), ids, flushTs, dbName, collectionName)
+	log.Info("=========================Data flush finished=========================")
+
+	// create index
+	createIndexStatus, err := c.Proxy.CreateIndex(context.TODO(), &milvuspb.CreateIndexRequest{
+		CollectionName: collectionName,
+		FieldName:      integration.FloatVecField,
+		IndexName:      "_default",
+		ExtraParams:    integration.ConstructIndexParam(dim, integration.IndexFaissIvfFlat, metric.IP),
+	})
+	s.NoError(err)
+	err = merr.Error(createIndexStatus)
+	s.NoError(err)
+	s.WaitForIndexBuilt(context.TODO(), collectionName, integration.FloatVecField)
+	log.Info("=========================Index created=========================")
+
+	// load
+	loadStatus, err := c.Proxy.LoadCollection(context.TODO(), &milvuspb.LoadCollectionRequest{
+		DbName:         dbName,
+		CollectionName: collectionName,
+	})
+	s.NoError(err)
+	err = merr.Error(loadStatus)
+	s.NoError(err)
+	s.WaitForLoad(context.TODO(), collectionName)
+	log.Info("=========================Collection loaded=========================")
+}
+
+func (s *QueryNodeSuite) checkCollections() bool {
+	req := &milvuspb.ShowCollectionsRequest{
+		DbName:    "",
+		TimeStamp: 0, // means now
+	}
+	resp, err := s.Cluster.Proxy.ShowCollections(context.TODO(), req)
+	s.NoError(err)
+	s.Equal(len(resp.CollectionIds), s.numCollections)
+	notLoaded := 0
+	loaded := 0
+	for _, name := range resp.CollectionNames {
+		loadProgress, err := s.Cluster.Proxy.GetLoadingProgress(context.TODO(), &milvuspb.GetLoadingProgressRequest{
+			DbName:         "",
+			CollectionName: name,
+		})
+		s.NoError(err)
+		if loadProgress.GetProgress() != int64(100) {
+			notLoaded++
+		} else {
+			loaded++
+		}
+	}
+	log.Info(fmt.Sprintf("loading status: %d/%d", loaded, len(resp.GetCollectionNames())))
+	return notLoaded == 0
+}
+
+func (s *QueryNodeSuite) search(collectionName string, dim int) {
+	c := s.Cluster
+	var err error
+	// Query
+	queryReq := &milvuspb.QueryRequest{
+		Base:               nil,
+		CollectionName:     collectionName,
+		PartitionNames:     nil,
+		Expr:               "",
+		OutputFields:       []string{"count(*)"},
+		TravelTimestamp:    0,
+		GuaranteeTimestamp: 0,
+	}
+	queryResult, err := c.Proxy.Query(context.TODO(), queryReq)
+	s.NoError(err)
+	s.Equal(len(queryResult.FieldsData), 1)
+	numEntities := queryResult.FieldsData[0].GetScalars().GetLongData().Data[0]
+	s.Equal(numEntities, int64(s.rowsPerCollection))
+
+	// Search
+	expr := fmt.Sprintf("%s > 0", integration.Int64Field)
+	nq := 10
+	topk := 10
+	roundDecimal := -1
+	radius := 10
+
+	params := integration.GetSearchParams(integration.IndexFaissIvfFlat, metric.IP)
+	params["radius"] = radius
+	searchReq := integration.ConstructSearchRequest("", collectionName, expr,
+		integration.FloatVecField, schemapb.DataType_FloatVector, nil, metric.IP, params, nq, dim, topk, roundDecimal)
+
+	searchResult, _ := c.Proxy.Search(context.TODO(), searchReq)
+
+	err = merr.Error(searchResult.GetStatus())
+	s.NoError(err)
+}
+
+func (s *QueryNodeSuite) insertBatchCollections(prefix string, collectionBatchSize, idxStart, dim int, wg *sync.WaitGroup) {
+	for idx := 0; idx < collectionBatchSize; idx++ {
+		collectionName := s.prefix + "_" + strconv.Itoa(idxStart+idx)
+		s.loadCollection(collectionName, dim)
+	}
+	wg.Done()
+}
+
+func (s *QueryNodeSuite) setupData() {
+	// Add the second query node
+	s.Cluster.AddQueryNode()
+	goRoutineNum := s.maxGoRoutineNum
+	if goRoutineNum > s.numCollections {
+		goRoutineNum = s.numCollections
+	}
+	collectionBatchSize := s.numCollections / goRoutineNum
+	log.Info(fmt.Sprintf("=========================test with s.dim=%d, s.rowsPerCollection=%d, s.numCollections=%d, goRoutineNum=%d==================", s.dim, s.rowsPerCollection, s.numCollections, goRoutineNum))
+	log.Info("=========================Start to inject data=========================")
+	s.prefix = "TestQueryNodeUtil" + funcutil.GenRandomStr()
+	searchName := s.prefix + "_0"
+	wg := sync.WaitGroup{}
+	for idx := 0; idx < goRoutineNum; idx++ {
+		wg.Add(1)
+		go s.insertBatchCollections(s.prefix, collectionBatchSize, idx*collectionBatchSize, s.dim, &wg)
+	}
+	wg.Wait()
+	log.Info("=========================Data injection finished=========================")
+	s.checkCollections()
+	log.Info(fmt.Sprintf("=========================start to search %s=========================", searchName))
+	s.search(searchName, s.dim)
+	log.Info("=========================Search finished=========================")
+	time.Sleep(s.waitTimeInSec)
+	s.checkCollections()
+	log.Info(fmt.Sprintf("=========================start to search2 %s=========================", searchName))
+	s.search(searchName, s.dim)
+	log.Info("=========================Search2 finished=========================")
+	s.checkAllCollectionsReady()
+}
+
+func (s *QueryNodeSuite) checkAllCollectionsReady() {
+	goRoutineNum := s.maxGoRoutineNum
+	if goRoutineNum > s.numCollections {
+		goRoutineNum = s.numCollections
+	}
+	collectionBatchSize := s.numCollections / goRoutineNum
+	for i := 0; i < goRoutineNum; i++ {
+		for idx := 0; idx < collectionBatchSize; idx++ {
+			collectionName := s.prefix + "_" + strconv.Itoa(i*collectionBatchSize+idx)
+			s.search(collectionName, s.dim)
+			queryReq := &milvuspb.QueryRequest{
+				CollectionName: collectionName,
+				Expr:           "",
+				OutputFields:   []string{"count(*)"},
+			}
+			_, err := s.Cluster.Proxy.Query(context.TODO(), queryReq)
+			s.NoError(err)
+		}
+	}
+}
+
+func (s *QueryNodeSuite) checkQNRestarts() {
+	// Stop all query nodes
+	s.Cluster.StopAllQueryNodes()
+	// Add new Query nodes.
+	s.Cluster.AddQueryNode()
+	s.Cluster.AddQueryNode()
+
+	time.Sleep(s.waitTimeInSec)
+	for i := 0; i < 1000; i++ {
+		time.Sleep(s.waitTimeInSec)
+		if s.checkCollections() {
+			break
+		}
+	}
+	s.checkAllCollectionsReady()
+}
+
+func (s *QueryNodeSuite) TestSwapQN() {
+	s.setupParam()
+	s.setupData()
+	// Test case with one query node stopped
+	s.Cluster.QueryNode.Stop()
+	time.Sleep(s.waitTimeInSec)
+	s.checkAllCollectionsReady()
+	// Test case with new Query nodes added
+	s.Cluster.AddQueryNode()
+	s.Cluster.AddQueryNode()
+	time.Sleep(s.waitTimeInSec)
+	s.checkAllCollectionsReady()
+
+	// Test case with all query nodes replaced
+	for idx := 0; idx < 2; idx++ {
+		s.checkQNRestarts()
+	}
+}
+
+func TestQueryNodeUtil(t *testing.T) {
+	suite.Run(t, new(QueryNodeSuite))
+}