diff --git a/internal/datacoord/garbage_collector.go b/internal/datacoord/garbage_collector.go
index d17ff38443..4fef54df5c 100644
--- a/internal/datacoord/garbage_collector.go
+++ b/internal/datacoord/garbage_collector.go
@@ -238,12 +238,13 @@ func (gc *garbageCollector) clearEtcd() {
 	}
 
 	for _, segment := range drops {
+		log := log.With(zap.Int64("segmentID", segment.ID))
 		if !gc.isExpire(segment.GetDroppedAt()) {
 			continue
 		}
 		// segment gc shall only happen when channel cp is after segment dml cp.
 		if segment.GetDmlPosition().GetTimestamp() > channelCPs[segment.GetInsertChannel()] {
-			log.RatedInfo(60, "dropped segment dml position after channel cp, skip meta gc",
+			log.WithRateGroup("GC_FAIL_CP_BEFORE", 1, 60).RatedInfo(60, "dropped segment dml position after channel cp, skip meta gc",
 				zap.Uint64("dmlPosTs", segment.GetDmlPosition().GetTimestamp()),
 				zap.Uint64("channelCpTs", channelCPs[segment.GetInsertChannel()]),
 			)
diff --git a/internal/log/global.go b/internal/log/global.go
index f9e7580c05..8fc1df50af 100644
--- a/internal/log/global.go
+++ b/internal/log/global.go
@@ -102,8 +102,10 @@ func RatedWarn(cost float64, msg string, fields ...zap.Field) bool {
 
 // With creates a child logger and adds structured context to it.
 // Fields added to the child don't affect the parent, and vice versa.
-func With(fields ...zap.Field) *zap.Logger {
-	return L().With(fields...).WithOptions(zap.AddCallerSkip(-1))
+func With(fields ...zap.Field) *MLogger {
+	return &MLogger{
+		Logger: L().With(fields...).WithOptions(zap.AddCallerSkip(-1)),
+	}
 }
 
 // SetLevel alters the logging level.
diff --git a/internal/querynode/shard_cluster.go b/internal/querynode/shard_cluster.go
index 38b7e460f7..151d378965 100644
--- a/internal/querynode/shard_cluster.go
+++ b/internal/querynode/shard_cluster.go
@@ -202,10 +202,12 @@ func (sc *ShardCluster) Close() {
 	})
 }
 
-func (sc *ShardCluster) getLogger() *zap.Logger {
-	return log.With(zap.Int64("collectionID", sc.collectionID),
+func (sc *ShardCluster) getLogger() *log.MLogger {
+	return log.With(
+		zap.Int64("collectionID", sc.collectionID),
 		zap.String("channel", sc.vchannelName),
-		zap.Int64("replicaID", sc.replicaID))
+		zap.Int64("replicaID", sc.replicaID),
+	)
 }
 
 // serviceable returns whether shard cluster could provide query service.