diff --git a/internal/querynodev2/delegator/delegator_data.go b/internal/querynodev2/delegator/delegator_data.go
index 2872a3a2d5..bfe5b68ac6 100644
--- a/internal/querynodev2/delegator/delegator_data.go
+++ b/internal/querynodev2/delegator/delegator_data.go
@@ -549,6 +549,8 @@ func (sd *shardDelegator) rangeHitL0Deletions(partitionID int64, candidate pkora
 		if segment.Partition() == partitionID || segment.Partition() == common.AllPartitionsID {
 			segmentPks, segmentTss := segment.DeleteRecords()
 			batchSize := paramtable.Get().CommonCfg.BloomFilterApplyBatchSize.GetAsInt()
+			bfHitRowInL0 := int64(0)
+			start := time.Now()
 			for idx := 0; idx < len(segmentPks); idx += batchSize {
 				endIdx := idx + batchSize
 				if endIdx > len(segmentPks) {
@@ -559,12 +561,22 @@ func (sd *shardDelegator) rangeHitL0Deletions(partitionID int64, candidate pkora
 				hits := candidate.BatchPkExist(lc)
 				for i, hit := range hits {
 					if hit {
+						bfHitRowInL0 += 1
 						if err := fn(segmentPks[idx+i], segmentTss[idx+i]); err != nil {
 							return err
 						}
 					}
 				}
 			}
+
+			log.Info("forward delete to worker...",
+				zap.Int64("L0SegmentID", segment.ID()),
+				zap.Int64("segmentID", candidate.ID()),
+				zap.String("channel", segment.LoadInfo().GetInsertChannel()),
+				zap.Int("totalDeleteRowsInL0", len(segmentPks)),
+				zap.Int64("bfHitRowsInL0", bfHitRowInL0),
+				zap.Int64("bfCost", time.Since(start).Milliseconds()),
+			)
 		}
 	}
 	return nil
@@ -658,6 +670,8 @@ func (sd *shardDelegator) loadStreamDelete(ctx context.Context,
 		// list buffered delete
 		deleteRecords := sd.deleteBuffer.ListAfter(info.GetStartPosition().GetTimestamp())
 		tsHitDeleteRows := int64(0)
+		bfHitDeleteRows := int64(0)
+		start := time.Now()
 		for _, entry := range deleteRecords {
 			for _, record := range entry.Data {
 				tsHitDeleteRows += int64(len(record.DeleteData.Pks))
@@ -676,6 +690,7 @@ func (sd *shardDelegator) loadStreamDelete(ctx context.Context,
 					hits := candidate.BatchPkExist(lc)
 					for i, hit := range hits {
 						if hit {
+							bfHitDeleteRows += 1
 							err := bufferedForwarder.Buffer(pks[idx+i], record.DeleteData.Tss[idx+i])
 							if err != nil {
 								return err
@@ -685,6 +700,14 @@ func (sd *shardDelegator) loadStreamDelete(ctx context.Context,
 				}
 			}
 		}
+		log.Info("forward delete to worker...",
+			zap.String("channel", info.InsertChannel),
+			zap.Int64("segmentID", info.GetSegmentID()),
+			zap.Time("startPosition", tsoutil.PhysicalTime(info.GetStartPosition().GetTimestamp())),
+			zap.Int64("tsHitDeleteRowNum", tsHitDeleteRows),
+			zap.Int64("bfHitDeleteRowNum", bfHitDeleteRows),
+			zap.Int64("bfCost", time.Since(start).Milliseconds()),
+		)
 		err := bufferedForwarder.Flush()
 		if err != nil {
 			return err
@@ -992,16 +1015,20 @@ func (sd *shardDelegator) SyncTargetVersion(
 	sd.distribution.SyncTargetVersion(newVersion, partitions, growingInTarget, sealedInTarget, redundantGrowingIDs)
 	start := time.Now()
 	sizeBeforeClean, _ := sd.deleteBuffer.Size()
+	l0NumBeforeClean := len(sd.deleteBuffer.ListL0())
 	sd.deleteBuffer.UnRegister(deleteSeekPos.GetTimestamp())
 	sizeAfterClean, _ := sd.deleteBuffer.Size()
+	l0NumAfterClean := len(sd.deleteBuffer.ListL0())
 
-	if sizeAfterClean < sizeBeforeClean {
+	if sizeAfterClean < sizeBeforeClean || l0NumAfterClean < l0NumBeforeClean {
 		log.Info("clean delete buffer",
 			zap.String("channel", sd.vchannelName),
 			zap.Time("deleteSeekPos", tsoutil.PhysicalTime(deleteSeekPos.GetTimestamp())),
 			zap.Time("channelCP", tsoutil.PhysicalTime(checkpoint.GetTimestamp())),
 			zap.Int64("sizeBeforeClean", sizeBeforeClean),
 			zap.Int64("sizeAfterClean", sizeAfterClean),
+			zap.Int("l0NumBeforeClean", l0NumBeforeClean),
+			zap.Int("l0NumAfterClean", l0NumAfterClean),
 			zap.Duration("cost", time.Since(start)),
 		)
 	}
diff --git a/internal/querynodev2/delegator/deletebuffer/delete_buffer.go b/internal/querynodev2/delegator/deletebuffer/delete_buffer.go
index ed8bc3dedd..a7f1ebb3be 100644
--- a/internal/querynodev2/delegator/deletebuffer/delete_buffer.go
+++ b/internal/querynodev2/delegator/deletebuffer/delete_buffer.go
@@ -22,8 +22,11 @@ import (
 	"sync"
 
 	"github.com/cockroachdb/errors"
+	"go.uber.org/zap"
 
 	"github.com/milvus-io/milvus/internal/querynodev2/segments"
+	"github.com/milvus-io/milvus/pkg/v2/log"
+	"github.com/milvus-io/milvus/pkg/v2/util/tsoutil"
 )
 
 var errBufferFull = errors.New("buffer full")
@@ -82,6 +85,10 @@ func (c *doubleCacheBuffer[T]) RegisterL0(segmentList ...segments.Segment) {
 	for _, seg := range segmentList {
 		if seg != nil {
 			c.l0Segments = append(c.l0Segments, seg)
+			log.Info("register l0 from delete buffer",
+				zap.Int64("segmentID", seg.ID()),
+				zap.Time("startPosition", tsoutil.PhysicalTime(seg.StartPosition().GetTimestamp())),
+			)
 		}
 	}
 }
@@ -100,6 +107,11 @@ func (c *doubleCacheBuffer[T]) UnRegister(ts uint64) {
 	for _, s := range c.l0Segments {
 		if s.StartPosition().GetTimestamp() < ts {
 			s.Release(context.TODO())
+			log.Info("unregister l0 from delete buffer",
+				zap.Int64("segmentID", s.ID()),
+				zap.Time("startPosition", tsoutil.PhysicalTime(s.StartPosition().GetTimestamp())),
+				zap.Time("cleanTs", tsoutil.PhysicalTime(ts)),
+			)
 			continue
 		}
 		newSegments = append(newSegments, s)
diff --git a/internal/querynodev2/delegator/deletebuffer/delete_buffer_test.go b/internal/querynodev2/delegator/deletebuffer/delete_buffer_test.go
index eb3ccd70b7..c5b483ff6e 100644
--- a/internal/querynodev2/delegator/deletebuffer/delete_buffer_test.go
+++ b/internal/querynodev2/delegator/deletebuffer/delete_buffer_test.go
@@ -158,7 +158,11 @@ func (s *DoubleCacheBufferSuite) TestL0SegmentOperations() {
 	})
 
 	seg3 := segments.NewMockSegment(s.T())
+	seg3.On("ID").Return(int64(3))
 	seg3.On("Release", mock.Anything).Return()
+	seg3.On("StartPosition").Return(&msgpb.MsgPosition{
+		Timestamp: 30,
+	})
 
 	// Test RegisterL0 with multiple segments
 	buffer.RegisterL0(seg1, seg2)
@@ -177,7 +181,10 @@ func (s *DoubleCacheBufferSuite) TestL0SegmentOperations() {
 	s.Equal(0, len(emptyBuffer.ListL0()))
 
 	// Test UnRegister
-	buffer.UnRegister(15)
+	buffer.UnRegister(seg1.StartPosition().GetTimestamp())
+	segments = buffer.ListL0()
+	s.Equal(2, len(segments))
+	buffer.UnRegister(seg1.StartPosition().GetTimestamp() + 1)
 	segments = buffer.ListL0()
 	s.Equal(1, len(segments))
 	s.Equal(int64(2), segments[0].ID())
diff --git a/internal/querynodev2/delegator/deletebuffer/list_delete_buffer.go b/internal/querynodev2/delegator/deletebuffer/list_delete_buffer.go
index 30aa251f79..2ddea74a22 100644
--- a/internal/querynodev2/delegator/deletebuffer/list_delete_buffer.go
+++ b/internal/querynodev2/delegator/deletebuffer/list_delete_buffer.go
@@ -21,9 +21,12 @@ import (
 	"sync"
 
 	"github.com/cockroachdb/errors"
+	"go.uber.org/zap"
 
 	"github.com/milvus-io/milvus/internal/querynodev2/segments"
+	"github.com/milvus-io/milvus/pkg/v2/log"
 	"github.com/milvus-io/milvus/pkg/v2/metrics"
+	"github.com/milvus-io/milvus/pkg/v2/util/tsoutil"
 )
 
 func NewListDeleteBuffer[T timed](startTs uint64, sizePerBlock int64, labels []string) DeleteBuffer[T] {
@@ -65,6 +68,10 @@ func (b *listDeleteBuffer[T]) RegisterL0(segmentList ...segments.Segment) {
 	for _, seg := range segmentList {
 		if seg != nil {
 			b.l0Segments = append(b.l0Segments, seg)
+			log.Info("register l0 from delete buffer",
+				zap.Int64("segmentID", seg.ID()),
+				zap.Time("startPosition", tsoutil.PhysicalTime(seg.StartPosition().GetTimestamp())),
+			)
 		}
 	}
 
@@ -83,10 +90,15 @@ func (b *listDeleteBuffer[T]) UnRegister(ts uint64) {
 	var newSegments []segments.Segment
 
 	for _, s := range b.l0Segments {
-		if s.StartPosition().GetTimestamp() > ts {
+		if s.StartPosition().GetTimestamp() >= ts {
 			newSegments = append(newSegments, s)
 		} else {
 			s.Release(context.TODO())
+			log.Info("unregister l0 from delete buffer",
+				zap.Int64("segmentID", s.ID()),
+				zap.Time("startPosition", tsoutil.PhysicalTime(s.StartPosition().GetTimestamp())),
+				zap.Time("cleanTs", tsoutil.PhysicalTime(ts)),
+			)
 		}
 	}
 	b.l0Segments = newSegments
diff --git a/internal/querynodev2/delegator/deletebuffer/list_delete_buffer_test.go b/internal/querynodev2/delegator/deletebuffer/list_delete_buffer_test.go
index a542f24e26..40c4ab7553 100644
--- a/internal/querynodev2/delegator/deletebuffer/list_delete_buffer_test.go
+++ b/internal/querynodev2/delegator/deletebuffer/list_delete_buffer_test.go
@@ -148,7 +148,11 @@ func (s *ListDeleteBufferSuite) TestL0SegmentOperations() {
 	})
 
 	seg3 := segments.NewMockSegment(s.T())
+	seg3.On("ID").Return(int64(3))
 	seg3.On("Release", mock.Anything).Return()
+	seg3.On("StartPosition").Return(&msgpb.MsgPosition{
+		Timestamp: 30,
+	})
 
 	// Test RegisterL0 with multiple segments
 	buffer.RegisterL0(seg1, seg2)
@@ -167,7 +171,10 @@ func (s *ListDeleteBufferSuite) TestL0SegmentOperations() {
 	s.Equal(0, len(emptyBuffer.ListL0()))
 
 	// Test UnRegister
-	buffer.UnRegister(15)
+	buffer.UnRegister(seg1.StartPosition().GetTimestamp())
+	segments = buffer.ListL0()
+	s.Equal(2, len(segments))
+	buffer.UnRegister(seg1.StartPosition().GetTimestamp() + 1)
 	segments = buffer.ListL0()
 	s.Equal(1, len(segments))
 	s.Equal(int64(2), segments[0].ID())
diff --git a/internal/querynodev2/delegator/delta_forward_test.go b/internal/querynodev2/delegator/delta_forward_test.go
index fbd150c5a9..f6c3dd59de 100644
--- a/internal/querynodev2/delegator/delta_forward_test.go
+++ b/internal/querynodev2/delegator/delta_forward_test.go
@@ -418,6 +418,7 @@ func (s *GrowingMergeL0Suite) TestAddL0ForGrowingBF() {
 	s.Require().NoError(err)
 	s.delegator.deleteBuffer.RegisterL0(l0Segment)
 
+	seg.EXPECT().ID().Return(1)
 	seg.EXPECT().Partition().Return(100)
 	seg.EXPECT().BatchPkExist(mock.Anything).Return(lo.RepeatBy(n, func(i int) bool { return true }))
 	seg.EXPECT().Delete(mock.Anything, mock.Anything, mock.Anything).RunAndReturn(func(ctx context.Context, pk storage.PrimaryKeys, u []uint64) error {
diff --git a/internal/querynodev2/services.go b/internal/querynodev2/services.go
index 7b5fa3761d..149f703b7c 100644
--- a/internal/querynodev2/services.go
+++ b/internal/querynodev2/services.go
@@ -1304,7 +1304,11 @@ func (node *QueryNode) SyncDistribution(ctx context.Context, req *querypb.SyncDi
 				})
 			})
 		case querypb.SyncType_UpdateVersion:
-			log.Info("sync action", zap.Int64("TargetVersion", action.GetTargetVersion()), zap.Int64s("partitions", req.GetLoadMeta().GetPartitionIDs()))
+			log.Info("sync action",
+				zap.Int64("TargetVersion", action.GetTargetVersion()),
+				zap.Time("checkPoint", tsoutil.PhysicalTime(action.GetCheckpoint().GetTimestamp())),
+				zap.Time("deleteCP", tsoutil.PhysicalTime(action.GetDeleteCP().GetTimestamp())),
+				zap.Int64s("partitions", req.GetLoadMeta().GetPartitionIDs()))
 			droppedInfos := lo.SliceToMap(action.GetDroppedInTarget(), func(id int64) (int64, uint64) {
 				if action.GetCheckpoint() == nil {
 					return id, typeutil.MaxTimestamp