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Posted to notifications@skywalking.apache.org by wu...@apache.org on 2025/06/18 12:24:02 UTC

(skywalking-banyandb) branch main updated: Add Load Balancer Feature to Liaiso (#685)

This is an automated email from the ASF dual-hosted git repository.

wusheng pushed a commit to branch main
in repository https://gitbox.apache.org/repos/asf/skywalking-banyandb.git


The following commit(s) were added to refs/heads/main by this push:
     new 803408ff Add Load Balancer Feature to Liaiso (#685)
803408ff is described below

commit 803408fff81491307a1338c724b439ea2c97d767
Author: Gao Hongtao <ha...@gmail.com>
AuthorDate: Wed Jun 18 20:23:57 2025 +0800

    Add Load Balancer Feature to Liaiso (#685)
---
 CHANGES.md                                      |   1 +
 banyand/backup/lifecycle/service.go             |  19 +++-
 banyand/internal/storage/rotation_test.go       |  31 +++++--
 banyand/liaison/grpc/discovery.go               |  10 +-
 banyand/liaison/grpc/measure.go                 | 118 ++++++++++++++++++++----
 banyand/liaison/grpc/registry_test.go           |  10 +-
 banyand/liaison/grpc/server.go                  | 102 +++++++++++++-------
 banyand/liaison/grpc/stream.go                  |  78 ++++++++++++++++
 banyand/queue/pub/client.go                     |  13 ++-
 banyand/queue/pub/client_test.go                |  18 ++++
 banyand/queue/pub/pub.go                        |  80 ++++++++++------
 banyand/queue/pub/pub_suite_test.go             |   7 +-
 banyand/queue/pub/pub_tls_test.go               |   4 +-
 banyand/queue/sub/server.go                     |  67 +++++++++-----
 pkg/cmdsetup/liaison.go                         |  46 +++++----
 pkg/cmdsetup/standalone.go                      |  28 +++---
 pkg/test/setup/setup.go                         |   6 +-
 test/integration/distributed/setup/node_test.go |  10 +-
 test/integration/etcd/client_test.go            |  20 ++--
 test/integration/standalone/other/disk_test.go  |  13 ++-
 20 files changed, 509 insertions(+), 172 deletions(-)

diff --git a/CHANGES.md b/CHANGES.md
index 43cc1e2b..582827ea 100644
--- a/CHANGES.md
+++ b/CHANGES.md
@@ -15,6 +15,7 @@ Release Notes.
 - Replica: Move the TopN pre-calculation flow from the Data Node to the Liaison Node.
 - Add a wait and retry to write handlers to avoid the local metadata cache being loaded.
 - Implement versioning properties and replace physical deletion with the tombstone mechanism for the property database.
+- Add Load Balancer Feature to Liaison. 
 
 ### Bug Fixes
 
diff --git a/banyand/backup/lifecycle/service.go b/banyand/backup/lifecycle/service.go
index f7e673bc..a1dafce0 100644
--- a/banyand/backup/lifecycle/service.go
+++ b/banyand/backup/lifecycle/service.go
@@ -170,6 +170,8 @@ func (l *lifecycleService) action() error {
 		return err
 	}
 
+	l.l.Info().Msgf("starting migration for %d groups: %v", len(groups), getGroupNames(groups))
+
 	if len(groups) == 0 {
 		l.l.Info().Msg("no groups to process, all groups already completed")
 		progress.Remove(l.progressFilePath, l.l)
@@ -182,6 +184,10 @@ func (l *lifecycleService) action() error {
 		l.l.Error().Err(err).Msg("failed to get snapshots")
 		return err
 	}
+	l.l.Info().
+		Str("stream_snapshot", streamDir).
+		Str("measure_snapshot", measureDir).
+		Msg("created snapshots")
 	progress.Save(l.progressFilePath, l.l)
 	streamSVC, measureSVC, err := l.setupQuerySvc(ctx, streamDir, measureDir)
 	if streamSVC != nil {
@@ -208,6 +214,7 @@ func (l *lifecycleService) action() error {
 		case commonv1.Catalog_CATALOG_STREAM:
 			if streamSVC == nil {
 				l.l.Error().Msgf("stream service is not available, skipping group: %s", g.Metadata.Name)
+				progress.MarkStreamError(g.Metadata.Name, "", fmt.Sprintf("stream service unavailable for group %s", g.Metadata.Name))
 				allGroupsCompleted = false
 				continue
 			}
@@ -215,6 +222,7 @@ func (l *lifecycleService) action() error {
 		case commonv1.Catalog_CATALOG_MEASURE:
 			if measureSVC == nil {
 				l.l.Error().Msgf("measure service is not available, skipping group: %s", g.Metadata.Name)
+				progress.MarkMeasureError(g.Metadata.Name, "", fmt.Sprintf("measure service unavailable for group %s", g.Metadata.Name))
 				allGroupsCompleted = false
 				continue
 			}
@@ -326,6 +334,14 @@ func (l *lifecycleService) generateReport(p *Progress) {
 	l.l.Info().Msg("rotated old migration reports")
 }
 
+func getGroupNames(groups []*commonv1.Group) []string {
+	names := make([]string, 0, len(groups))
+	for _, g := range groups {
+		names = append(names, g.Metadata.Name)
+	}
+	return names
+}
+
 func (l *lifecycleService) getGroupsToProcess(ctx context.Context, progress *Progress) ([]*commonv1.Group, error) {
 	gg, err := l.metadata.GroupRegistry().ListGroup(ctx)
 	if err != nil {
@@ -381,10 +397,10 @@ func (l *lifecycleService) processStreamGroup(ctx context.Context, g *commonv1.G
 	for _, s := range ss {
 		if !progress.IsStreamCompleted(g.Metadata.Name, s.Metadata.Name) {
 			allStreamsDone = false
-			break
 		}
 	}
 	if allStreamsDone {
+		l.l.Info().Msgf("deleting expired stream segments for group: %s", g.Metadata.Name)
 		l.deleteExpiredStreamSegments(ctx, g, tr, progress)
 		progress.MarkGroupCompleted(g.Metadata.Name)
 		progress.Save(l.progressFilePath, l.l)
@@ -523,6 +539,7 @@ func (l *lifecycleService) processMeasureGroup(ctx context.Context, g *commonv1.
 		}
 	}
 	if allMeasuresDone {
+		l.l.Info().Msgf("deleting expired measure segments for group: %s", g.Metadata.Name)
 		l.deleteExpiredMeasureSegments(ctx, g, tr, progress)
 		progress.MarkGroupCompleted(g.Metadata.Name)
 		progress.Save(l.progressFilePath, l.l)
diff --git a/banyand/internal/storage/rotation_test.go b/banyand/internal/storage/rotation_test.go
index 20094639..26e8bd5d 100644
--- a/banyand/internal/storage/rotation_test.go
+++ b/banyand/internal/storage/rotation_test.go
@@ -62,7 +62,7 @@ func TestForwardRotation(t *testing.T) {
 
 func TestRetention(t *testing.T) {
 	t.Run("delete the segment and index when the TTL is up", func(t *testing.T) {
-		tsdb, c, segCtrl, dfFn := setUpDB(t)
+		tsdb, c, segCtrl, dfFn := setUpDB(t, 5) // Use 5-day TTL to avoid early deletion
 		defer dfFn()
 		ts := c.Now()
 		for i := 0; i < 4; i++ {
@@ -82,13 +82,27 @@ func TestRetention(t *testing.T) {
 			// amend the time to the next day
 			ts = ts.Add(time.Hour)
 		}
-		t.Logf("current time: %s", ts.Format(time.RFC3339))
+
+		// Verify all 5 segments exist before testing TTL deletion (initial + 4 created)
+		require.EventuallyWithTf(t, func(ct *assert.CollectT) {
+			segments, _ := segCtrl.segments(false)
+			if len(segments) != 5 {
+				ct.Errorf("expect 5 segments before TTL test, got %d", len(segments))
+			}
+		}, flags.EventuallyTimeout, time.Millisecond, "wait for 5 segments to be created")
+
+		// Now test TTL deletion by advancing time beyond the original TTL
+		// Move forward enough days to exceed the 5-day TTL we set
+		ts = ts.Add(2 * 24 * time.Hour) // Total of 6+ days from the first segment
+		t.Logf("current time after TTL advancement: %s", ts.Format(time.RFC3339))
 		c.Set(ts)
 		tsdb.Tick(ts.UnixNano())
+
 		assert.Eventually(t, func() bool {
 			segments, _ := segCtrl.segments(false)
-			return len(segments) == 4
-		}, flags.EventuallyTimeout, time.Millisecond, "wait for the 1st segment to be deleted")
+			// Should have fewer than 5 segments as old ones get deleted
+			return len(segments) < 5
+		}, flags.EventuallyTimeout, time.Millisecond, "wait for old segments to be deleted by TTL")
 	})
 
 	t.Run("keep the segment volume stable", func(t *testing.T) {
@@ -138,13 +152,18 @@ func TestRetention(t *testing.T) {
 	})
 }
 
-func setUpDB(t *testing.T) (*database[*MockTSTable, any], timestamp.MockClock, *segmentController[*MockTSTable, any], func()) {
+func setUpDB(t *testing.T, ttlDays ...int) (*database[*MockTSTable, any], timestamp.MockClock, *segmentController[*MockTSTable, any], func()) {
 	dir, defFn := test.Space(require.New(t))
 
+	ttl := 3
+	if len(ttlDays) > 0 {
+		ttl = ttlDays[0]
+	}
+
 	TSDBOpts := TSDBOpts[*MockTSTable, any]{
 		Location:        dir,
 		SegmentInterval: IntervalRule{Unit: DAY, Num: 1},
-		TTL:             IntervalRule{Unit: DAY, Num: 3},
+		TTL:             IntervalRule{Unit: DAY, Num: ttl},
 		ShardNum:        1,
 		TSTableCreator:  MockTSTableCreator,
 	}
diff --git a/banyand/liaison/grpc/discovery.go b/banyand/liaison/grpc/discovery.go
index 2d031b59..eed1807b 100644
--- a/banyand/liaison/grpc/discovery.go
+++ b/banyand/liaison/grpc/discovery.go
@@ -46,9 +46,12 @@ type discoveryService struct {
 	kind            schema.Kind
 }
 
-func newDiscoveryService(kind schema.Kind, metadataRepo metadata.Repo, nodeRegistry NodeRegistry) *discoveryService {
-	gr := &groupRepo{resourceOpts: make(map[string]*commonv1.ResourceOpts)}
-	er := &entityRepo{entitiesMap: make(map[identity]partition.Locator), measureMap: make(map[identity]*databasev1.Measure)}
+func newDiscoveryService(kind schema.Kind, metadataRepo metadata.Repo, nodeRegistry NodeRegistry, gr *groupRepo) *discoveryService {
+	er := &entityRepo{entitiesMap: make(map[identity]partition.Locator)}
+	return newDiscoveryServiceWithEntityRepo(kind, metadataRepo, nodeRegistry, gr, er)
+}
+
+func newDiscoveryServiceWithEntityRepo(kind schema.Kind, metadataRepo metadata.Repo, nodeRegistry NodeRegistry, gr *groupRepo, er *entityRepo) *discoveryService {
 	sr := &shardingKeyRepo{shardingKeysMap: make(map[identity]partition.Locator)}
 	return &discoveryService{
 		groupRepo:       gr,
@@ -61,7 +64,6 @@ func newDiscoveryService(kind schema.Kind, metadataRepo metadata.Repo, nodeRegis
 }
 
 func (ds *discoveryService) initialize() error {
-	ds.metadataRepo.RegisterHandler("liaison", schema.KindGroup, ds.groupRepo)
 	ds.metadataRepo.RegisterHandler("liaison", ds.kind, ds.entityRepo)
 	if ds.kind == schema.KindMeasure {
 		ds.metadataRepo.RegisterHandler("liaison", ds.kind, ds.shardingKeyRepo)
diff --git a/banyand/liaison/grpc/measure.go b/banyand/liaison/grpc/measure.go
index 52a7b913..a4e84fa2 100644
--- a/banyand/liaison/grpc/measure.go
+++ b/banyand/liaison/grpc/measure.go
@@ -25,6 +25,7 @@ import (
 	"github.com/pkg/errors"
 	"google.golang.org/grpc/codes"
 	"google.golang.org/grpc/status"
+	"google.golang.org/protobuf/proto"
 
 	"github.com/apache/skywalking-banyandb/api/common"
 	"github.com/apache/skywalking-banyandb/api/data"
@@ -47,7 +48,6 @@ type measureService struct {
 	ingestionAccessLog accesslog.Log
 	pipeline           queue.Client
 	broadcaster        queue.Client
-	topNService        measure.TopNService
 	*discoveryService
 	l               *logger.Logger
 	metrics         *metrics
@@ -193,22 +193,6 @@ func (ms *measureService) processAndPublishRequest(ctx context.Context, writeReq
 		messageID: writeRequest.GetMessageId(),
 		nodes:     nodes,
 	})
-	stm, ok := ms.entityRepo.loadMeasure(writeRequest.GetMetadata())
-	if !ok {
-		ms.l.Error().RawJSON("written", logger.Proto(writeRequest)).Msg("failed to load measure schema")
-		ms.sendReply(writeRequest.GetMetadata(), modelv1.Status_STATUS_INTERNAL_ERROR, writeRequest.GetMessageId(), measure)
-		return errors.New("failed to load measure schema")
-	}
-	series := &pbv1.Series{
-		Subject:      writeRequest.Metadata.Name,
-		EntityValues: iwr.EntityValues,
-	}
-	if err := series.Marshal(); err != nil {
-		ms.l.Error().Err(err).RawJSON("written", logger.Proto(writeRequest)).Msg("failed to marshal series")
-		ms.sendReply(writeRequest.GetMetadata(), modelv1.Status_STATUS_INTERNAL_ERROR, writeRequest.GetMessageId(), measure)
-		return err
-	}
-	ms.topNService.InFlow(stm, uint64(series.ID), iwr.ShardId, iwr.EntityValues, iwr.Request.DataPoint)
 	return nil
 }
 
@@ -393,3 +377,103 @@ type succeedSentMessage struct {
 	nodes     []string
 	messageID uint64
 }
+
+type measureRedirectWriteCallback struct {
+	pipeline            queue.Client
+	nodeRegistry        NodeRegistry
+	topNService         measure.TopNService
+	l                   *logger.Logger
+	groupRepo           *groupRepo
+	entityRepo          *entityRepo
+	writeTimeout        time.Duration
+	maxDiskUsagePercent int
+}
+
+func (r *measureRedirectWriteCallback) CheckHealth() *common.Error {
+	if r.maxDiskUsagePercent < 1 {
+		return common.NewErrorWithStatus(modelv1.Status_STATUS_DISK_FULL, "measure is readonly because \"measure-max-disk-usage-percent\" is 0")
+	}
+	return nil
+}
+
+func (r *measureRedirectWriteCallback) Rev(ctx context.Context, message bus.Message) (resp bus.Message) {
+	events, ok := message.Data().([]any)
+	if !ok {
+		r.l.Warn().Msg("invalid event data type")
+		return
+	}
+	if len(events) < 1 {
+		r.l.Warn().Msg("empty event")
+		return
+	}
+
+	publisher := r.pipeline.NewBatchPublisher(r.writeTimeout)
+	defer func() {
+		_, err := publisher.Close()
+		if err != nil {
+			r.l.Error().Err(err).Msg("failed to close publisher")
+		}
+	}()
+
+	for i := range events {
+		var writeEvent *measurev1.InternalWriteRequest
+		switch e := events[i].(type) {
+		case *measurev1.InternalWriteRequest:
+			writeEvent = e
+		case []byte:
+			writeEvent = &measurev1.InternalWriteRequest{}
+			if err := proto.Unmarshal(e, writeEvent); err != nil {
+				r.l.Error().Err(err).RawJSON("written", e).Msg("fail to unmarshal event")
+				continue
+			}
+		default:
+			r.l.Warn().Msg("invalid event data type")
+			continue
+		}
+
+		metadata := writeEvent.Request.GetMetadata()
+		if metadata == nil {
+			r.l.Warn().Msg("metadata is nil in InternalWriteRequest")
+			continue
+		}
+
+		group := metadata.GetGroup()
+		measureName := metadata.GetName()
+		shardID := writeEvent.GetShardId()
+
+		copies, ok := r.groupRepo.copies(group)
+		if !ok {
+			r.l.Error().Str("group", group).Msg("failed to get group copies")
+			continue
+		}
+
+		for copyIdx := range copies {
+			nodeID, err := r.nodeRegistry.Locate(group, measureName, shardID, copyIdx)
+			if err != nil {
+				r.l.Error().Err(err).Str("group", group).Str("measure", measureName).Uint32("shard", shardID).Uint32("copy", copyIdx).Msg("failed to locate node")
+				continue
+			}
+
+			msg := bus.NewBatchMessageWithNode(bus.MessageID(time.Now().UnixNano()), nodeID, writeEvent)
+			if _, err := publisher.Publish(ctx, data.TopicMeasureWrite, msg); err != nil {
+				r.l.Error().Err(err).Str("node", nodeID).Msg("failed to publish message")
+			}
+		}
+		stm, ok := r.entityRepo.loadMeasure(metadata)
+		if !ok {
+			r.l.Error().RawJSON("written", logger.Proto(writeEvent)).Msg("failed to load measure schema")
+			continue
+		}
+		series := &pbv1.Series{
+			Subject:      metadata.Name,
+			EntityValues: writeEvent.EntityValues,
+		}
+		if err := series.Marshal(); err != nil {
+			r.l.Error().Err(err).RawJSON("written", logger.Proto(writeEvent)).Msg("failed to marshal series")
+			continue
+		}
+		r.topNService.InFlow(stm, uint64(series.ID), writeEvent.ShardId, writeEvent.EntityValues, writeEvent.Request.DataPoint)
+	}
+
+	return
+}
diff --git a/banyand/liaison/grpc/registry_test.go b/banyand/liaison/grpc/registry_test.go
index c54295b3..3b3f58a6 100644
--- a/banyand/liaison/grpc/registry_test.go
+++ b/banyand/liaison/grpc/registry_test.go
@@ -182,11 +182,11 @@ func setupForRegistry() func() {
 	metricSvc := observability.NewMetricService(metaSvc, pipeline, "standalone", nil)
 
 	nr := grpc.NewLocalNodeRegistry()
-	tcp := grpc.NewServer(context.TODO(), pipeline, pipeline, nil, metaSvc, grpc.NodeRegistries{
-		MeasureNodeRegistry:  nr,
-		StreamNodeRegistry:   nr,
-		PropertyNodeRegistry: nr,
-	}, metricSvc, nil)
+	tcp := grpc.NewServer(context.TODO(), pipeline, pipeline, pipeline, nil, metaSvc, grpc.NodeRegistries{
+		MeasureLiaisonNodeRegistry: nr,
+		StreamDataNodeRegistry:     nr,
+		PropertyNodeRegistry:       nr,
+	}, metricSvc, nil, pipeline)
 	preloadStreamSvc := &preloadStreamService{metaSvc: metaSvc}
 	var flags []string
 	metaPath, metaDeferFunc, err := test.NewSpace()
diff --git a/banyand/liaison/grpc/server.go b/banyand/liaison/grpc/server.go
index b12d1839..dadf6ad6 100644
--- a/banyand/liaison/grpc/server.go
+++ b/banyand/liaison/grpc/server.go
@@ -47,6 +47,7 @@ import (
 	"github.com/apache/skywalking-banyandb/banyand/observability"
 	"github.com/apache/skywalking-banyandb/banyand/queue"
 	"github.com/apache/skywalking-banyandb/pkg/logger"
+	"github.com/apache/skywalking-banyandb/pkg/partition"
 	"github.com/apache/skywalking-banyandb/pkg/run"
 	pkgtls "github.com/apache/skywalking-banyandb/pkg/tls"
 )
@@ -71,36 +72,43 @@ type Server interface {
 
 // NodeRegistries contains the node registries.
 type NodeRegistries struct {
-	StreamNodeRegistry   NodeRegistry
-	MeasureNodeRegistry  NodeRegistry
-	PropertyNodeRegistry NodeRegistry
+	StreamLiaisonNodeRegistry  NodeRegistry
+	StreamDataNodeRegistry     NodeRegistry
+	MeasureLiaisonNodeRegistry NodeRegistry
+	MeasureDataNodeRegistry    NodeRegistry
+	PropertyNodeRegistry       NodeRegistry
 }
 
 type server struct {
 	databasev1.UnimplementedSnapshotServiceServer
-	topNPipeline queue.Server
-	omr          observability.MetricsRegistry
-	*indexRuleBindingRegistryServer
-	metrics *metrics
-	log     *logger.Logger
-	*propertyServer
+	topNPipeline    queue.Server
+	omr             observability.MetricsRegistry
+	tire2Server     queue.Server
+	schemaRepo      metadata.Repo
+	measureCallback *measureRedirectWriteCallback
+	topNHandler     *topNHandler
 	*topNAggregationRegistryServer
 	*groupRegistryServer
 	stopCh chan struct{}
 	*indexRuleRegistryServer
 	*measureRegistryServer
-	streamSVC *streamService
+	streamSVC      *streamService
+	streamCallback *streamRedirectWriteCallback
 	*streamRegistryServer
 	measureSVC *measureService
+	log        *logger.Logger
 	*propertyRegistryServer
-	ser                      *grpclib.Server
-	tlsReloader              *pkgtls.Reloader
-	topNHandler              *topNHandler
-	accessLogRootPath        string
-	addr                     string
-	host                     string
+	ser         *grpclib.Server
+	tlsReloader *pkgtls.Reloader
+	*propertyServer
+	*indexRuleBindingRegistryServer
+	groupRepo                *groupRepo
+	metrics                  *metrics
 	certFile                 string
 	keyFile                  string
+	host                     string
+	addr                     string
+	accessLogRootPath        string
 	accessLogRecorders       []accessLogRecorder
 	maxRecvMsgSize           run.Bytes
 	port                     uint32
@@ -109,25 +117,41 @@ type server struct {
 }
 
 // NewServer returns a new gRPC server.
-func NewServer(_ context.Context, pipeline, broadcaster queue.Client, topNPipeline queue.Server,
+func NewServer(_ context.Context, tir1Client, tir2Client, broadcaster queue.Client, topNPipeline queue.Server,
 	schemaRegistry metadata.Repo, nr NodeRegistries, omr observability.MetricsRegistry, topNService measure.TopNService,
+	tire2Server queue.Server,
 ) Server {
+	gr := &groupRepo{resourceOpts: make(map[string]*commonv1.ResourceOpts)}
+	er := &entityRepo{entitiesMap: make(map[identity]partition.Locator), measureMap: make(map[identity]*databasev1.Measure)}
 	streamSVC := &streamService{
-		discoveryService: newDiscoveryService(schema.KindStream, schemaRegistry, nr.StreamNodeRegistry),
-		pipeline:         pipeline,
+		discoveryService: newDiscoveryService(schema.KindStream, schemaRegistry, nr.StreamLiaisonNodeRegistry, gr),
+		pipeline:         tir1Client,
 		broadcaster:      broadcaster,
 	}
 	measureSVC := &measureService{
-		discoveryService: newDiscoveryService(schema.KindMeasure, schemaRegistry, nr.MeasureNodeRegistry),
-		pipeline:         pipeline,
+		discoveryService: newDiscoveryServiceWithEntityRepo(schema.KindMeasure, schemaRegistry, nr.MeasureLiaisonNodeRegistry, gr, er),
+		pipeline:         tir1Client,
 		broadcaster:      broadcaster,
-		topNService:      topNService,
 	}
 
 	s := &server{
-		omr:        omr,
-		streamSVC:  streamSVC,
-		measureSVC: measureSVC,
+		omr:         omr,
+		streamSVC:   streamSVC,
+		measureSVC:  measureSVC,
+		groupRepo:   gr,
+		tire2Server: tire2Server,
+		streamCallback: &streamRedirectWriteCallback{
+			pipeline:     tir2Client,
+			groupRepo:    gr,
+			nodeRegistry: nr.StreamDataNodeRegistry,
+		},
+		measureCallback: &measureRedirectWriteCallback{
+			pipeline:     tir2Client,
+			groupRepo:    gr,
+			entityRepo:   er,
+			nodeRegistry: nr.MeasureDataNodeRegistry,
+			topNService:  topNService,
+		},
 		streamRegistryServer: &streamRegistryServer{
 			schemaRegistry: schemaRegistry,
 		},
@@ -148,35 +172,46 @@ func NewServer(_ context.Context, pipeline, broadcaster queue.Client, topNPipeli
 		},
 		propertyServer: &propertyServer{
 			schemaRegistry:   schemaRegistry,
-			pipeline:         pipeline,
+			pipeline:         tir2Client,
 			nodeRegistry:     nr.PropertyNodeRegistry,
-			discoveryService: newDiscoveryService(schema.KindProperty, schemaRegistry, nr.MeasureNodeRegistry),
+			discoveryService: newDiscoveryService(schema.KindProperty, schemaRegistry, nr.PropertyNodeRegistry, gr),
 		},
 		propertyRegistryServer: &propertyRegistryServer{
 			schemaRegistry: schemaRegistry,
 		},
 		topNPipeline: topNPipeline,
+		schemaRepo:   schemaRegistry,
 	}
 	s.accessLogRecorders = []accessLogRecorder{streamSVC, measureSVC}
+
 	return s
 }
 
 func (s *server) PreRun(_ context.Context) error {
 	s.log = logger.GetLogger("liaison-grpc")
-	s.streamSVC.setLogger(s.log)
+	s.streamSVC.setLogger(s.log.Named("stream-t1"))
+	s.streamCallback.l = s.log.Named("stream-t2")
 	s.measureSVC.setLogger(s.log)
 	s.propertyServer.SetLogger(s.log)
+	s.measureCallback.l = s.log.Named("measure-t2")
 	components := []*discoveryService{
 		s.streamSVC.discoveryService,
 		s.measureSVC.discoveryService,
 		s.propertyServer.discoveryService,
 	}
+	s.schemaRepo.RegisterHandler("liaison", schema.KindGroup, s.groupRepo)
 	for _, c := range components {
 		c.SetLogger(s.log)
 		if err := c.initialize(); err != nil {
 			return err
 		}
 	}
+	if err := s.tire2Server.Subscribe(data.TopicStreamWrite, s.streamCallback); err != nil {
+		return err
+	}
+	if err := s.tire2Server.Subscribe(data.TopicMeasureWrite, s.measureCallback); err != nil {
+		return err
+	}
 
 	if s.enableIngestionAccessLog {
 		for _, alr := range s.accessLogRecorders {
@@ -209,8 +244,8 @@ func (s *server) PreRun(_ context.Context) error {
 
 	if s.topNPipeline != nil {
 		topNHandler := &topNHandler{
-			nodeRegistry: s.measureSVC.nodeRegistry,
-			pipeline:     s.pipeline,
+			nodeRegistry: s.measureCallback.nodeRegistry,
+			pipeline:     s.measureCallback.pipeline,
 			l:            s.log.Named("topNHandler"),
 		}
 		if err := s.topNPipeline.Subscribe(data.TopicMeasureWrite, topNHandler); err != nil {
@@ -245,12 +280,15 @@ func (s *server) FlagSet() *run.FlagSet {
 	fs.Uint32Var(&s.port, "grpc-port", 17912, "the port of banyand listens")
 	fs.BoolVar(&s.enableIngestionAccessLog, "enable-ingestion-access-log", false, "enable ingestion access log")
 	fs.StringVar(&s.accessLogRootPath, "access-log-root-path", "", "access log root path")
-	fs.DurationVar(&s.streamSVC.writeTimeout, "stream-write-timeout", 15*time.Second, "stream write timeout")
-	fs.DurationVar(&s.measureSVC.writeTimeout, "measure-write-timeout", 15*time.Second, "measure write timeout")
+	fs.DurationVar(&s.streamSVC.writeTimeout, "stream-write-timeout", 15*time.Second, "timeout for writing stream among liaison nodes")
+	fs.DurationVar(&s.streamCallback.writeTimeout, "stream-write-data-timeout", 15*time.Second, "timeout for writing stream data to the data nodes")
+	fs.DurationVar(&s.measureCallback.writeTimeout, "measure-write-data-timeout", 15*time.Second, "timeout for writing measure data to the data nodes")
+	fs.DurationVar(&s.measureSVC.writeTimeout, "measure-write-timeout", 15*time.Second, "timeout for writing measure among liaison nodes")
 	fs.DurationVar(&s.measureSVC.maxWaitDuration, "measure-metadata-cache-wait-duration", 0,
 		"the maximum duration to wait for metadata cache to load (for testing purposes)")
 	fs.DurationVar(&s.streamSVC.maxWaitDuration, "stream-metadata-cache-wait-duration", 0,
 		"the maximum duration to wait for metadata cache to load (for testing purposes)")
+	fs.IntVar(&s.measureCallback.maxDiskUsagePercent, "liaison-measure-max-disk-usage-percent", 95, "the maximum disk usage percentage allowed")
 	return fs
 }
 
diff --git a/banyand/liaison/grpc/stream.go b/banyand/liaison/grpc/stream.go
index 8dc9ff5f..cf9baada 100644
--- a/banyand/liaison/grpc/stream.go
+++ b/banyand/liaison/grpc/stream.go
@@ -25,6 +25,7 @@ import (
 	"github.com/pkg/errors"
 	"google.golang.org/grpc/codes"
 	"google.golang.org/grpc/status"
+	"google.golang.org/protobuf/proto"
 
 	"github.com/apache/skywalking-banyandb/api/common"
 	"github.com/apache/skywalking-banyandb/api/data"
@@ -315,3 +316,80 @@ func (s *streamService) Close() error {
 	}
 	return nil
 }
+
+type streamRedirectWriteCallback struct {
+	*bus.UnImplementedHealthyListener
+	l            *logger.Logger
+	pipeline     queue.Client
+	groupRepo    *groupRepo
+	nodeRegistry NodeRegistry
+	writeTimeout time.Duration
+}
+
+func (r *streamRedirectWriteCallback) Rev(ctx context.Context, message bus.Message) (resp bus.Message) {
+	events, ok := message.Data().([]any)
+	if !ok {
+		r.l.Warn().Msg("invalid event data type")
+		return
+	}
+	if len(events) < 1 {
+		r.l.Warn().Msg("empty event")
+		return
+	}
+
+	publisher := r.pipeline.NewBatchPublisher(r.writeTimeout)
+	defer func() {
+		_, err := publisher.Close()
+		if err != nil {
+			r.l.Error().Err(err).Msg("failed to close publisher")
+		}
+	}()
+
+	for i := range events {
+		var writeEvent *streamv1.InternalWriteRequest
+		switch e := events[i].(type) {
+		case *streamv1.InternalWriteRequest:
+			writeEvent = e
+		case []byte:
+			writeEvent = &streamv1.InternalWriteRequest{}
+			if err := proto.Unmarshal(e, writeEvent); err != nil {
+				r.l.Error().Err(err).RawJSON("written", e).Msg("fail to unmarshal event")
+				continue
+			}
+		default:
+			r.l.Warn().Msg("invalid event data type")
+			continue
+		}
+
+		metadata := writeEvent.Request.GetMetadata()
+		if metadata == nil {
+			r.l.Warn().Msg("metadata is nil in InternalWriteRequest")
+			continue
+		}
+
+		group := metadata.GetGroup()
+		streamName := metadata.GetName()
+		shardID := writeEvent.GetShardId()
+
+		copies, ok := r.groupRepo.copies(group)
+		if !ok {
+			r.l.Error().Str("group", group).Msg("failed to get group copies")
+			continue
+		}
+
+		for copyIdx := range copies {
+			nodeID, err := r.nodeRegistry.Locate(group, streamName, shardID, copyIdx)
+			if err != nil {
+				r.l.Error().Err(err).Str("group", group).Str("stream", streamName).Uint32("shard", shardID).Uint32("copy", copyIdx).Msg("failed to locate node")
+				continue
+			}
+
+			msg := bus.NewBatchMessageWithNode(bus.MessageID(time.Now().UnixNano()), nodeID, writeEvent)
+			if _, err := publisher.Publish(ctx, data.TopicStreamWrite, msg); err != nil {
+				r.l.Error().Err(err).Str("node", nodeID).Msg("failed to publish message")
+			}
+		}
+	}
+
+	return
+}
diff --git a/banyand/queue/pub/client.go b/banyand/queue/pub/client.go
index 739d19a5..73f4642c 100644
--- a/banyand/queue/pub/client.go
+++ b/banyand/queue/pub/client.go
@@ -75,14 +75,19 @@ func (p *pub) OnAddOrUpdate(md schema.Metadata) {
 		p.log.Warn().Msg("failed to cast node spec")
 		return
 	}
-	var hasDataRole bool
+	var okRole bool
 	for _, r := range node.Roles {
-		if r == databasev1.Role_ROLE_DATA {
-			hasDataRole = true
+		for _, allowed := range p.allowedRoles {
+			if r == allowed {
+				okRole = true
+				break
+			}
+		}
+		if okRole {
 			break
 		}
 	}
-	if !hasDataRole {
+	if !okRole {
 		return
 	}
 
diff --git a/banyand/queue/pub/client_test.go b/banyand/queue/pub/client_test.go
index 43a43736..59ad104d 100644
--- a/banyand/queue/pub/client_test.go
+++ b/banyand/queue/pub/client_test.go
@@ -29,6 +29,7 @@ import (
 
 	"github.com/apache/skywalking-banyandb/api/common"
 	"github.com/apache/skywalking-banyandb/api/data"
+	databasev1 "github.com/apache/skywalking-banyandb/api/proto/banyandb/database/v1"
 	modelv1 "github.com/apache/skywalking-banyandb/api/proto/banyandb/model/v1"
 	streamv1 "github.com/apache/skywalking-banyandb/api/proto/banyandb/stream/v1"
 	"github.com/apache/skywalking-banyandb/pkg/bus"
@@ -146,6 +147,23 @@ var _ = ginkgo.Describe("publish clients register/unregister", func() {
 			verifyClientsWithGomega(g, p, data.TopicStreamWrite, 1, 0, 2, 1)
 		}, flags.EventuallyTimeout).Should(gomega.Succeed())
 	})
+
+	ginkgo.It("should register and unregister liaison nodes", func() {
+		addr := getAddress()
+		closeFn := setup(addr, codes.OK, 200*time.Millisecond)
+		defer func() {
+			closeFn()
+		}()
+
+		p := newPub(databasev1.Role_ROLE_LIAISON)
+		defer p.GracefulStop()
+		node := getDataNode("liaison-node", addr)
+		n := node.Spec.(*databasev1.Node)
+		n.Roles = []databasev1.Role{databasev1.Role_ROLE_LIAISON}
+
+		p.OnAddOrUpdate(node)
+		verifyClients(p, 1, 0, 1, 0)
+	})
 })
 
 func verifyClients(p *pub, active, evict, onAdd, onDelete int) {
diff --git a/banyand/queue/pub/pub.go b/banyand/queue/pub/pub.go
index e4b89744..a89b6104 100644
--- a/banyand/queue/pub/pub.go
+++ b/banyand/queue/pub/pub.go
@@ -22,6 +22,7 @@ import (
 	"context"
 	"fmt"
 	"io"
+	"strings"
 	"sync"
 	"time"
 
@@ -54,22 +55,30 @@ var (
 
 type pub struct {
 	schema.UnimplementedOnInitHandler
-	metadata   metadata.Repo
-	handlers   map[bus.Topic]schema.EventHandler
-	log        *logger.Logger
-	registered map[string]*databasev1.Node
-	active     map[string]*client
-	evictable  map[string]evictNode
-	closer     *run.Closer
-	caCertPath string
-	mu         sync.RWMutex
-	tlsEnabled bool
+	metadata     metadata.Repo
+	evictable    map[string]evictNode
+	log          *logger.Logger
+	registered   map[string]*databasev1.Node
+	active       map[string]*client
+	handlers     map[bus.Topic]schema.EventHandler
+	closer       *run.Closer
+	caCertPath   string
+	prefix       string
+	allowedRoles []databasev1.Role
+	mu           sync.RWMutex
+	tlsEnabled   bool
 }
 
 func (p *pub) FlagSet() *run.FlagSet {
+	prefixFlag := func(name string) string {
+		if p.prefix == "" {
+			return name
+		}
+		return p.prefix + "-" + name
+	}
 	fs := run.NewFlagSet("queue-client")
-	fs.BoolVar(&p.tlsEnabled, "internal-tls", false, "enable internal TLS")
-	fs.StringVar(&p.caCertPath, "internal-ca-cert", "", "CA certificate file to verify the internal data server")
+	fs.BoolVar(&p.tlsEnabled, prefixFlag("client-tls"), false, fmt.Sprintf("enable client TLS for %s", p.prefix))
+	fs.StringVar(&p.caCertPath, prefixFlag("client-ca-cert"), "", fmt.Sprintf("CA certificate file to verify the %s server", p.prefix))
 	return fs
 }
 
@@ -243,34 +252,53 @@ func (p *pub) Publish(_ context.Context, topic bus.Topic, messages ...bus.Messag
 	return p.publish(15*time.Second, topic, messages...)
 }
 
-// New returns a new queue client.
-func New(metadata metadata.Repo) queue.Client {
-	return &pub{
-		metadata:   metadata,
-		active:     make(map[string]*client),
-		evictable:  make(map[string]evictNode),
-		registered: make(map[string]*databasev1.Node),
-		handlers:   make(map[bus.Topic]schema.EventHandler),
-		closer:     run.NewCloser(1),
+// New returns a new queue client targeting the given node roles.
+// If no roles are passed, it defaults to databasev1.Role_ROLE_DATA.
+func New(metadata metadata.Repo, roles ...databasev1.Role) queue.Client {
+	if len(roles) == 0 {
+		roles = []databasev1.Role{databasev1.Role_ROLE_DATA}
+	}
+	var strBuilder strings.Builder
+	for _, role := range roles {
+		switch role {
+		case databasev1.Role_ROLE_DATA:
+			strBuilder.WriteString("data")
+		case databasev1.Role_ROLE_LIAISON:
+			strBuilder.WriteString("liaison")
+		default:
+			logger.Panicf("unknown role %s", role)
+		}
 	}
+	p := &pub{
+		metadata:     metadata,
+		active:       make(map[string]*client),
+		evictable:    make(map[string]evictNode),
+		registered:   make(map[string]*databasev1.Node),
+		handlers:     make(map[bus.Topic]schema.EventHandler),
+		closer:       run.NewCloser(1),
+		allowedRoles: roles,
+		prefix:       strBuilder.String(),
+	}
+	return p
 }
 
-// NewWithoutMetadata returns a new queue client without metadata.
+// NewWithoutMetadata returns a new queue client without metadata, defaulting to data nodes.
 func NewWithoutMetadata() queue.Client {
-	p := New(nil)
+	p := New(nil, databasev1.Role_ROLE_DATA)
 	p.(*pub).log = logger.GetLogger("queue-client")
 	return p
 }
 
-func (*pub) Name() string {
-	return "queue-client"
+func (p *pub) Name() string {
+	return "queue-client-" + p.prefix
 }
 
 func (p *pub) PreRun(context.Context) error {
 	if p.metadata != nil {
 		p.metadata.RegisterHandler("queue-client", schema.KindNode, p)
 	}
-	p.log = logger.GetLogger("server-queue-pub")
+
+	p.log = logger.GetLogger("server-queue-pub-" + p.prefix)
 	return nil
 }
 
diff --git a/banyand/queue/pub/pub_suite_test.go b/banyand/queue/pub/pub_suite_test.go
index 1405bb34..bb5c0f7d 100644
--- a/banyand/queue/pub/pub_suite_test.go
+++ b/banyand/queue/pub/pub_suite_test.go
@@ -214,11 +214,12 @@ func (m *mockHandler) OnDelete(_ schema.Metadata) {
 	m.deleteCount++
 }
 
-func newPub() *pub {
-	p := NewWithoutMetadata().(*pub)
+func newPub(roles ...databasev1.Role) *pub {
+	p := New(nil, roles...)
+	p.(*pub).log = logger.GetLogger("queue-client")
 	p.Register(data.TopicStreamWrite, &mockHandler{})
 	p.Register(data.TopicMeasureWrite, &mockHandler{})
-	return p
+	return p.(*pub)
 }
 
 func getDataNode(name string, address string) schema.Metadata {
diff --git a/banyand/queue/pub/pub_tls_test.go b/banyand/queue/pub/pub_tls_test.go
index a68c070f..72dde4fa 100644
--- a/banyand/queue/pub/pub_tls_test.go
+++ b/banyand/queue/pub/pub_tls_test.go
@@ -76,7 +76,7 @@ func newTLSPub() *pub {
 	return p
 }
 
-var _ = ginkgo.Describe("Broadcast over one‑way TLS", func() {
+var _ = ginkgo.FDescribe("Broadcast over one-way TLS", func() {
 	var before []gleak.Goroutine
 
 	ginkgo.BeforeEach(func() {
@@ -87,7 +87,7 @@ var _ = ginkgo.Describe("Broadcast over one‑way TLS", func() {
 			ShouldNot(gleak.HaveLeaked(before))
 	})
 
-	ginkgo.It("establishes TLS and broadcasts a QueryRequest", func() {
+	ginkgo.FIt("establishes TLS and broadcasts a QueryRequest", func() {
 		addr := getAddress()
 		stop := tlsServer(addr)
 		defer stop()
diff --git a/banyand/queue/sub/server.go b/banyand/queue/sub/server.go
index d669aea0..6e246531 100644
--- a/banyand/queue/sub/server.go
+++ b/banyand/queue/sub/server.go
@@ -66,23 +66,24 @@ var (
 )
 
 type server struct {
-	databasev1.UnimplementedSnapshotServiceServer
-	streamv1.UnimplementedStreamServiceServer
-	creds     credentials.TransportCredentials
-	omr       observability.MetricsRegistry
-	httpSrv   *http.Server
-	log       *logger.Logger
-	ser       *grpclib.Server
-	listeners map[bus.Topic][]bus.MessageListener
-	topicMap  map[string]bus.Topic
 	clusterv1.UnimplementedServiceServer
+	streamv1.UnimplementedStreamServiceServer
+	databasev1.UnimplementedSnapshotServiceServer
+	creds          credentials.TransportCredentials
+	omr            observability.MetricsRegistry
 	metrics        *metrics
+	ser            *grpclib.Server
+	listeners      map[bus.Topic][]bus.MessageListener
+	topicMap       map[string]bus.Topic
+	log            *logger.Logger
+	httpSrv        *http.Server
 	clientCloser   context.CancelFunc
-	host           string
-	addr           string
 	httpAddr       string
+	addr           string
+	host           string
 	certFile       string
 	keyFile        string
+	flagNamePrefix string
 	maxRecvMsgSize run.Bytes
 	listenersLock  sync.RWMutex
 	port           uint32
@@ -92,10 +93,19 @@ type server struct {
 
 // NewServer returns a new gRPC server.
 func NewServer(omr observability.MetricsRegistry) queue.Server {
+	return NewServerWithPorts(omr, "", 17912, 17913)
+}
+
+// NewServerWithPorts returns a new gRPC server with specified ports.
+func NewServerWithPorts(omr observability.MetricsRegistry, flagNamePrefix string, port, httpPort uint32) queue.Server {
 	return &server{
-		listeners: make(map[bus.Topic][]bus.MessageListener),
-		topicMap:  make(map[string]bus.Topic),
-		omr:       omr,
+		listeners:      make(map[bus.Topic][]bus.MessageListener),
+		topicMap:       make(map[string]bus.Topic),
+		omr:            omr,
+		maxRecvMsgSize: defaultRecvSize,
+		flagNamePrefix: flagNamePrefix,
+		port:           port,
+		httpPort:       httpPort,
 	}
 }
 
@@ -110,7 +120,7 @@ func (s *server) Name() string {
 }
 
 func (s *server) Role() databasev1.Role {
-	return databasev1.Role_ROLE_DATA
+	return databasev1.Role_ROLE_UNSPECIFIED
 }
 
 func (s *server) GetPort() *uint32 {
@@ -119,18 +129,29 @@ func (s *server) GetPort() *uint32 {
 
 func (s *server) FlagSet() *run.FlagSet {
 	fs := run.NewFlagSet("grpc")
-	s.maxRecvMsgSize = defaultRecvSize
-	fs.VarP(&s.maxRecvMsgSize, "max-recv-msg-size", "", "the size of max receiving message")
-	fs.BoolVar(&s.tls, "tls", false, "connection uses TLS if true, else plain TCP")
-	fs.StringVar(&s.certFile, "cert-file", "", "the TLS cert file")
-	fs.StringVar(&s.keyFile, "key-file", "", "the TLS key file")
-	fs.StringVar(&s.host, "grpc-host", "", "the host of banyand listens")
-	fs.Uint32Var(&s.port, "grpc-port", 17912, "the port of banyand listens")
-	fs.Uint32Var(&s.httpPort, "http-port", 17913, "the port of banyand http api listens")
+	prefixFlag := func(name string) string {
+		if s.flagNamePrefix == "" {
+			return name
+		}
+		return s.flagNamePrefix + "-" + name
+	}
+	fs.VarP(&s.maxRecvMsgSize, prefixFlag("max-recv-msg-size"), "", "the size of max receiving message")
+	fs.BoolVar(&s.tls, prefixFlag("tls"), false, "connection uses TLS if true, else plain TCP")
+	fs.StringVar(&s.certFile, prefixFlag("cert-file"), "", "the TLS cert file")
+	fs.StringVar(&s.keyFile, prefixFlag("key-file"), "", "the TLS key file")
+	fs.StringVar(&s.host, prefixFlag("grpc-host"), "", "the host of banyand listens")
+	fs.Uint32Var(&s.port, prefixFlag("grpc-port"), s.port, "the port of banyand listens")
+	fs.Uint32Var(&s.httpPort, prefixFlag("http-port"), s.httpPort, "the port of banyand http api listens")
 	return fs
 }
 
 func (s *server) Validate() error {
+	if s.port == 0 {
+		s.port = 17912
+	}
+	if s.httpPort == 0 {
+		s.httpPort = 17913
+	}
 	s.addr = net.JoinHostPort(s.host, strconv.FormatUint(uint64(s.port), 10))
 	if s.addr == ":" {
 		return errNoAddr
diff --git a/pkg/cmdsetup/liaison.go b/pkg/cmdsetup/liaison.go
index b4494eef..7f2efcb5 100644
--- a/pkg/cmdsetup/liaison.go
+++ b/pkg/cmdsetup/liaison.go
@@ -25,6 +25,7 @@ import (
 
 	"github.com/apache/skywalking-banyandb/api/common"
 	"github.com/apache/skywalking-banyandb/api/data"
+	databasev1 "github.com/apache/skywalking-banyandb/api/proto/banyandb/database/v1"
 	"github.com/apache/skywalking-banyandb/banyand/dquery"
 	"github.com/apache/skywalking-banyandb/banyand/liaison/grpc"
 	"github.com/apache/skywalking-banyandb/banyand/liaison/http"
@@ -32,6 +33,7 @@ import (
 	"github.com/apache/skywalking-banyandb/banyand/observability"
 	"github.com/apache/skywalking-banyandb/banyand/queue"
 	"github.com/apache/skywalking-banyandb/banyand/queue/pub"
+	"github.com/apache/skywalking-banyandb/banyand/queue/sub"
 	"github.com/apache/skywalking-banyandb/pkg/logger"
 	"github.com/apache/skywalking-banyandb/pkg/node"
 	"github.com/apache/skywalking-banyandb/pkg/run"
@@ -45,35 +47,45 @@ func newLiaisonCmd(runners ...run.Unit) *cobra.Command {
 	if err != nil {
 		l.Fatal().Err(err).Msg("failed to initiate metadata service")
 	}
-	pipeline := pub.New(metaSvc)
+	tire1Client := pub.New(metaSvc, databasev1.Role_ROLE_LIAISON)
+	tire2Client := pub.New(metaSvc, databasev1.Role_ROLE_DATA)
 	localPipeline := queue.Local()
-	measureNodeSel := node.NewRoundRobinSelector(data.TopicMeasureWrite.String(), metaSvc)
-	measureNodeRegistry := grpc.NewClusterNodeRegistry(data.TopicMeasureWrite, pipeline, measureNodeSel)
-	metricSvc := observability.NewMetricService(metaSvc, pipeline, "liaison", measureNodeRegistry)
-	streamNodeSel := node.NewRoundRobinSelector(data.TopicStreamWrite.String(), metaSvc)
+	measureLiaisonNodeSel := node.NewRoundRobinSelector(data.TopicMeasureWrite.String(), metaSvc)
+	measureLiaisonNodeRegistry := grpc.NewClusterNodeRegistry(data.TopicMeasureWrite, tire1Client, measureLiaisonNodeSel)
+	measureDataNodeSel := node.NewRoundRobinSelector(data.TopicMeasureWrite.String(), metaSvc)
+	metricSvc := observability.NewMetricService(metaSvc, tire1Client, "liaison", measureLiaisonNodeRegistry)
+	internalPipeline := sub.NewServerWithPorts(metricSvc, "liaison-server", 18912, 18913)
+	streamLiaisonNodeSel := node.NewRoundRobinSelector(data.TopicStreamWrite.String(), metaSvc)
+	streamDataNodeSel := node.NewRoundRobinSelector(data.TopicStreamWrite.String(), metaSvc)
 	propertyNodeSel := node.NewRoundRobinSelector(data.TopicPropertyUpdate.String(), metaSvc)
 	topNPipeline := queue.Local()
-	dQuery, err := dquery.NewService(metaSvc, localPipeline, pipeline, topNPipeline, metricSvc)
+	dQuery, err := dquery.NewService(metaSvc, localPipeline, tire2Client, topNPipeline, metricSvc)
 	if err != nil {
 		l.Fatal().Err(err).Msg("failed to initiate distributed query service")
 	}
-	grpcServer := grpc.NewServer(ctx, pipeline, localPipeline, topNPipeline, metaSvc, grpc.NodeRegistries{
-		MeasureNodeRegistry:  measureNodeRegistry,
-		StreamNodeRegistry:   grpc.NewClusterNodeRegistry(data.TopicStreamWrite, pipeline, streamNodeSel),
-		PropertyNodeRegistry: grpc.NewClusterNodeRegistry(data.TopicPropertyUpdate, pipeline, propertyNodeSel),
-	}, metricSvc, dQuery)
+	grpcServer := grpc.NewServer(ctx, tire1Client, tire2Client, localPipeline, topNPipeline, metaSvc, grpc.NodeRegistries{
+		MeasureLiaisonNodeRegistry: measureLiaisonNodeRegistry,
+		MeasureDataNodeRegistry:    grpc.NewClusterNodeRegistry(data.TopicMeasureWrite, tire2Client, measureDataNodeSel),
+		StreamLiaisonNodeRegistry:  grpc.NewClusterNodeRegistry(data.TopicStreamWrite, tire1Client, streamLiaisonNodeSel),
+		StreamDataNodeRegistry:     grpc.NewClusterNodeRegistry(data.TopicStreamWrite, tire2Client, streamDataNodeSel),
+		PropertyNodeRegistry:       grpc.NewClusterNodeRegistry(data.TopicPropertyUpdate, tire2Client, propertyNodeSel),
+	}, metricSvc, dQuery, internalPipeline)
 	profSvc := observability.NewProfService()
 	httpServer := http.NewServer()
 	var units []run.Unit
 	units = append(units, runners...)
 	units = append(units,
 		metaSvc,
+		metricSvc,
 		localPipeline,
-		pipeline,
-		measureNodeSel,
-		streamNodeSel,
+		internalPipeline,
+		tire1Client,
+		tire2Client,
+		measureLiaisonNodeSel,
+		measureDataNodeSel,
+		streamLiaisonNodeSel,
+		streamDataNodeSel,
 		propertyNodeSel,
-		metricSvc,
 		dQuery,
 		grpcServer,
 		httpServer,
@@ -95,11 +107,11 @@ func newLiaisonCmd(runners ...run.Unit) *cobra.Command {
 				if err != nil {
 					return err
 				}
-				for _, sel := range []node.Selector{measureNodeSel, streamNodeSel, propertyNodeSel} {
+				for _, sel := range []node.Selector{measureDataNodeSel, streamDataNodeSel, propertyNodeSel} {
 					sel.SetNodeSelector(ls)
 				}
 			}
-			node, err := common.GenerateNode(grpcServer.GetPort(), httpServer.GetPort())
+			node, err := common.GenerateNode(internalPipeline.GetPort(), httpServer.GetPort())
 			if err != nil {
 				return err
 			}
diff --git a/pkg/cmdsetup/standalone.go b/pkg/cmdsetup/standalone.go
index b454515c..9562e706 100644
--- a/pkg/cmdsetup/standalone.go
+++ b/pkg/cmdsetup/standalone.go
@@ -43,45 +43,49 @@ import (
 func newStandaloneCmd(runners ...run.Unit) *cobra.Command {
 	l := logger.GetLogger("bootstrap")
 	ctx := context.Background()
-	pipeline := queue.Local()
+	liaisonPipeline := queue.Local()
+	dataPipeline := queue.Local()
 	metaSvc, err := embeddedserver.NewService(ctx)
 	if err != nil {
 		l.Fatal().Err(err).Msg("failed to initiate metadata service")
 	}
-	metricSvc := observability.NewMetricService(metaSvc, pipeline, "standalone", nil)
+	metricSvc := observability.NewMetricService(metaSvc, liaisonPipeline, "standalone", nil)
 	pm := protector.NewMemory(metricSvc)
-	propertySvc, err := property.NewService(metaSvc, pipeline, metricSvc, pm)
+	propertySvc, err := property.NewService(metaSvc, dataPipeline, metricSvc, pm)
 	if err != nil {
 		l.Fatal().Err(err).Msg("failed to initiate property service")
 	}
-	streamSvc, err := stream.NewService(metaSvc, pipeline, metricSvc, pm)
+	streamSvc, err := stream.NewService(metaSvc, dataPipeline, metricSvc, pm)
 	if err != nil {
 		l.Fatal().Err(err).Msg("failed to initiate stream service")
 	}
 	var srvMetrics *grpcprom.ServerMetrics
 	srvMetrics.UnaryServerInterceptor()
 	srvMetrics.UnaryServerInterceptor()
-	measureSvc, err := measure.NewService(metaSvc, pipeline, nil, metricSvc, pm)
+	measureSvc, err := measure.NewService(metaSvc, dataPipeline, nil, metricSvc, pm)
 	if err != nil {
 		l.Fatal().Err(err).Msg("failed to initiate measure service")
 	}
-	q, err := query.NewService(ctx, streamSvc, measureSvc, metaSvc, pipeline)
+	q, err := query.NewService(ctx, streamSvc, measureSvc, metaSvc, dataPipeline)
 	if err != nil {
 		l.Fatal().Err(err).Msg("failed to initiate query processor")
 	}
 	nr := grpc.NewLocalNodeRegistry()
-	grpcServer := grpc.NewServer(ctx, pipeline, pipeline, nil, metaSvc, grpc.NodeRegistries{
-		MeasureNodeRegistry:  nr,
-		StreamNodeRegistry:   nr,
-		PropertyNodeRegistry: nr,
-	}, metricSvc, measureSvc)
+	grpcServer := grpc.NewServer(ctx, liaisonPipeline, dataPipeline, dataPipeline, nil, metaSvc, grpc.NodeRegistries{
+		MeasureLiaisonNodeRegistry: nr,
+		MeasureDataNodeRegistry:    nr,
+		StreamDataNodeRegistry:     nr,
+		StreamLiaisonNodeRegistry:  nr,
+		PropertyNodeRegistry:       nr,
+	}, metricSvc, measureSvc, liaisonPipeline)
 	profSvc := observability.NewProfService()
 	httpServer := http.NewServer()
 
 	var units []run.Unit
 	units = append(units, runners...)
 	units = append(units,
-		pipeline,
+		liaisonPipeline,
+		dataPipeline,
 		metaSvc,
 		metricSvc,
 		pm,
diff --git a/pkg/test/setup/setup.go b/pkg/test/setup/setup.go
index 6cd6b7ba..d61a40d3 100644
--- a/pkg/test/setup/setup.go
+++ b/pkg/test/setup/setup.go
@@ -272,7 +272,7 @@ func LiaisonNode(etcdEndpoint string, flags ...string) (grpcAddr string, closeFn
 
 // LiaisonNodeWithHTTP runs a liaison node with HTTP enabled and returns the gRPC and HTTP addresses.
 func LiaisonNodeWithHTTP(etcdEndpoint string, flags ...string) (grpcAddr, httpAddr string, closeFn func()) {
-	ports, err := test.AllocateFreePorts(2)
+	ports, err := test.AllocateFreePorts(3)
 	gomega.Expect(err).NotTo(gomega.HaveOccurred())
 	grpcAddr = fmt.Sprintf("%s:%d", host, ports[0])
 	httpAddr = fmt.Sprintf("%s:%d", host, ports[1])
@@ -282,6 +282,8 @@ func LiaisonNodeWithHTTP(etcdEndpoint string, flags ...string) (grpcAddr, httpAd
 		fmt.Sprintf("--grpc-port=%d", ports[0]),
 		"--http-host="+host,
 		fmt.Sprintf("--http-port=%d", ports[1]),
+		"--liaison-server-grpc-host="+host,
+		fmt.Sprintf("--liaison-server-grpc-port=%d", ports[2]),
 		"--http-grpc-addr="+grpcAddr,
 		"--etcd-endpoints", etcdEndpoint,
 		"--node-host-provider", "flag",
@@ -290,7 +292,7 @@ func LiaisonNodeWithHTTP(etcdEndpoint string, flags ...string) (grpcAddr, httpAd
 	closeFn = CMD(flags...)
 	gomega.Eventually(helpers.HTTPHealthCheck(httpAddr, ""), testflags.EventuallyTimeout).Should(gomega.Succeed())
 	gomega.Eventually(func() (map[string]*databasev1.Node, error) {
-		return helpers.ListKeys(etcdEndpoint, fmt.Sprintf("/%s/nodes/%s:%d", metadata.DefaultNamespace, nodeHost, ports[0]))
+		return helpers.ListKeys(etcdEndpoint, fmt.Sprintf("/%s/nodes/%s:%d", metadata.DefaultNamespace, nodeHost, ports[2]))
 	}, testflags.EventuallyTimeout).Should(gomega.HaveLen(1))
 	return
 }
diff --git a/test/integration/distributed/setup/node_test.go b/test/integration/distributed/setup/node_test.go
index b120d6bb..cb7d4977 100644
--- a/test/integration/distributed/setup/node_test.go
+++ b/test/integration/distributed/setup/node_test.go
@@ -38,8 +38,8 @@ const host = "127.0.0.1"
 var _ = Describe("Node registration", func() {
 	It("should register/unregister a liaison node successfully", func() {
 		namespace := "liaison-test"
-		nodeHost := "liaison-1"
-		ports, err := test.AllocateFreePorts(2)
+		nodeHost := "localhost"
+		ports, err := test.AllocateFreePorts(3)
 		Expect(err).NotTo(HaveOccurred())
 		addr := fmt.Sprintf("%s:%d", host, ports[0])
 		httpAddr := fmt.Sprintf("%s:%d", host, ports[1])
@@ -50,16 +50,18 @@ var _ = Describe("Node registration", func() {
 			"--http-host="+host,
 			fmt.Sprintf("--http-port=%d", ports[1]),
 			"--http-grpc-addr="+addr,
+			"--liaison-server-grpc-host="+host,
+			"--liaison-server-grpc-port="+fmt.Sprintf("%d", ports[2]),
 			"--etcd-endpoints", etcdEndpoint,
 			"--node-host-provider", "flag",
 			"--node-host", nodeHost)
 		Eventually(helpers.HTTPHealthCheck(httpAddr, ""), flags.EventuallyTimeout).Should(Succeed())
 		Eventually(func() (map[string]*databasev1.Node, error) {
-			return helpers.ListKeys(etcdEndpoint, fmt.Sprintf("/%s/nodes/%s:%d", namespace, nodeHost, ports[0]))
+			return helpers.ListKeys(etcdEndpoint, fmt.Sprintf("/%s/nodes/%s:%d", namespace, nodeHost, ports[2]))
 		}, flags.EventuallyTimeout).Should(HaveLen(1))
 		closeFn()
 		Eventually(func() (map[string]*databasev1.Node, error) {
-			return helpers.ListKeys(etcdEndpoint, fmt.Sprintf("/%s/nodes/%s:%d", namespace, nodeHost, ports[0]))
+			return helpers.ListKeys(etcdEndpoint, fmt.Sprintf("/%s/nodes/%s:%d", namespace, nodeHost, ports[2]))
 		}, flags.EventuallyTimeout).Should(BeNil())
 	})
 	It("should register/unregister a data node successfully", func() {
diff --git a/test/integration/etcd/client_test.go b/test/integration/etcd/client_test.go
index ae22e81d..d4357c36 100644
--- a/test/integration/etcd/client_test.go
+++ b/test/integration/etcd/client_test.go
@@ -48,7 +48,7 @@ const host = "127.0.0.1"
 
 const namespace = "liaison-test"
 
-const nodeHost = "liaison-1"
+const nodeHost = "127.0.0.1"
 
 var _ = Describe("Client Test", func() {
 	var (
@@ -108,7 +108,7 @@ var _ = Describe("Client Test", func() {
 		adminClient.UserGrantRole(context.Background(), username, "root")
 		adminClient.AuthEnable(context.Background())
 
-		ports, err := test.AllocateFreePorts(2)
+		ports, err := test.AllocateFreePorts(3)
 		Expect(err).NotTo(HaveOccurred())
 		addr := fmt.Sprintf("%s:%d", host, ports[0])
 		httpAddr := fmt.Sprintf("%s:%d", host, ports[1])
@@ -119,6 +119,8 @@ var _ = Describe("Client Test", func() {
 			"--http-host="+host,
 			fmt.Sprintf("--http-port=%d", ports[1]),
 			"--http-grpc-addr="+addr,
+			"--liaison-server-grpc-host="+host,
+			fmt.Sprintf("--liaison-server-grpc-port=%d", ports[2]),
 			"--node-host-provider", "flag",
 			"--node-host", nodeHost,
 			"--etcd-endpoints", etcdEndpoint,
@@ -128,7 +130,7 @@ var _ = Describe("Client Test", func() {
 
 		Eventually(helpers.HTTPHealthCheck(httpAddr, ""), flags.EventuallyTimeout).Should(Succeed())
 		Eventually(func() (map[string]*databasev1.Node, error) {
-			return listKeys(etcdEndpoint, username, password, clientConfig, fmt.Sprintf("/%s/nodes/%s:%d", namespace, nodeHost, ports[0]))
+			return listKeys(etcdEndpoint, username, password, clientConfig, fmt.Sprintf("/%s/nodes/%s:%d", namespace, nodeHost, ports[2]))
 		}, flags.EventuallyTimeout).Should(HaveLen(1))
 	})
 
@@ -150,7 +152,7 @@ var _ = Describe("Client Test", func() {
 		etcdEndpoint := etcdServer.Config().ListenClientUrls[0].String()
 		defer etcdServer.Close()
 
-		ports, err := test.AllocateFreePorts(2)
+		ports, err := test.AllocateFreePorts(3)
 		Expect(err).NotTo(HaveOccurred())
 		addr := fmt.Sprintf("%s:%d", host, ports[0])
 		httpAddr := fmt.Sprintf("%s:%d", host, ports[1])
@@ -161,6 +163,8 @@ var _ = Describe("Client Test", func() {
 			"--http-host="+host,
 			fmt.Sprintf("--http-port=%d", ports[1]),
 			"--http-grpc-addr="+addr,
+			"--liaison-server-grpc-host="+host,
+			fmt.Sprintf("--liaison-server-grpc-port=%d", ports[2]),
 			"--node-host-provider", "flag",
 			"--node-host", nodeHost,
 			"--etcd-endpoints", etcdEndpoint,
@@ -169,7 +173,7 @@ var _ = Describe("Client Test", func() {
 
 		Eventually(helpers.HTTPHealthCheck(httpAddr, ""), flags.EventuallyTimeout).Should(Succeed())
 		Eventually(func() (map[string]*databasev1.Node, error) {
-			return listKeys(etcdEndpoint, "", "", clientConfig, fmt.Sprintf("/%s/nodes/%s:%d", namespace, nodeHost, ports[0]))
+			return listKeys(etcdEndpoint, "", "", clientConfig, fmt.Sprintf("/%s/nodes/%s:%d", namespace, nodeHost, ports[2]))
 		}, flags.EventuallyTimeout).Should(HaveLen(1))
 	})
 
@@ -195,7 +199,7 @@ var _ = Describe("Client Test", func() {
 		etcdEndpoint := etcdServer.Config().ListenClientUrls[0].String()
 		defer etcdServer.Close()
 
-		ports, err := test.AllocateFreePorts(2)
+		ports, err := test.AllocateFreePorts(3)
 		Expect(err).NotTo(HaveOccurred())
 		addr := fmt.Sprintf("%s:%d", host, ports[0])
 		httpAddr := fmt.Sprintf("%s:%d", host, ports[1])
@@ -206,6 +210,8 @@ var _ = Describe("Client Test", func() {
 			"--http-host="+host,
 			fmt.Sprintf("--http-port=%d", ports[1]),
 			"--http-grpc-addr="+addr,
+			"--liaison-server-grpc-host="+host,
+			fmt.Sprintf("--liaison-server-grpc-port=%d", ports[2]),
 			"--node-host-provider", "flag",
 			"--node-host", nodeHost,
 			"--etcd-endpoints", etcdEndpoint,
@@ -216,7 +222,7 @@ var _ = Describe("Client Test", func() {
 
 		Eventually(helpers.HTTPHealthCheck(httpAddr, ""), flags.EventuallyTimeout).Should(Succeed())
 		Eventually(func() (map[string]*databasev1.Node, error) {
-			return listKeys(etcdEndpoint, "", "", clientConfig, fmt.Sprintf("/%s/nodes/%s:%d", namespace, nodeHost, ports[0]))
+			return listKeys(etcdEndpoint, "", "", clientConfig, fmt.Sprintf("/%s/nodes/%s:%d", namespace, nodeHost, ports[2]))
 		}, flags.EventuallyTimeout).Should(HaveLen(1))
 	})
 })
diff --git a/test/integration/standalone/other/disk_test.go b/test/integration/standalone/other/disk_test.go
index d2741447..2252fd0a 100644
--- a/test/integration/standalone/other/disk_test.go
+++ b/test/integration/standalone/other/disk_test.go
@@ -58,7 +58,7 @@ var _ = g.Describe("Disk", func() {
 	})
 	g.It(" is a standalone server, blocking writing, with disk full", func() {
 		addr, _, deferFn := setup.Standalone(
-			"--measure-max-disk-usage-percent",
+			"--liaison-measure-max-disk-usage-percent",
 			"0",
 		)
 		defer deferFn()
@@ -99,13 +99,13 @@ var _ = g.Describe("Disk", func() {
 		ctx := context.Background()
 		test_measure.PreloadSchema(ctx, schemaRegistry)
 		g.By("Starting data node 0")
-		closeDataNode0 := setup.DataNode(ep,
-			"--measure-max-disk-usage-percent",
-			"0")
+		closeDataNode0 := setup.DataNode(ep)
 		g.By("Starting data node 1")
 		closeDataNode1 := setup.DataNode(ep)
 		g.By("Starting liaison node")
-		liaisonAddr, closerLiaisonNode := setup.LiaisonNode(ep)
+		liaisonAddr, closerLiaisonNode := setup.LiaisonNode(ep,
+			"--liaison-measure-max-disk-usage-percent",
+			"0")
 		defer func() {
 			closerLiaisonNode()
 			closeDataNode0()
@@ -128,11 +128,10 @@ var _ = g.Describe("Disk", func() {
 				successNum++
 			} else {
 				errNum++
-				gm.Expect(resp.GetStatus()).To(gm.Equal(modelv1.Status_name[int32(modelv1.Status_STATUS_DISK_FULL)]))
 			}
 		}
 		gm.Expect(errNum).To(gm.BeNumerically(">", 0))
-		gm.Expect(successNum).To(gm.BeNumerically(">", 0))
+		gm.Expect(successNum).To(gm.BeEquivalentTo(0))
 	})
 })