diff --git a/pkg/backup/safe_point.go b/pkg/backup/safe_point.go
index c39a8921b..b77b609f8 100644
--- a/pkg/backup/safe_point.go
+++ b/pkg/backup/safe_point.go
@@ -4,22 +4,44 @@ package backup
 
 import (
 	"context"
+	"fmt"
 	"time"
 
+	"github.com/google/uuid"
 	"github.com/pingcap/errors"
 	"github.com/pingcap/log"
 	pd "github.com/pingcap/pd/v4/client"
+	"github.com/pingcap/pd/v4/pkg/tsoutil"
 	"go.uber.org/zap"
+	"go.uber.org/zap/zapcore"
 )
 
 const (
-	brServiceSafePointID            = "br"
+	brServiceSafePointIDFormat      = "br-%s"
 	preUpdateServiceSafePointFactor = 3
 	checkGCSafePointGapTime         = 5 * time.Second
 	// DefaultBRGCSafePointTTL means PD keep safePoint limit at least 5min
 	DefaultBRGCSafePointTTL = 5 * 60
 )
 
+// BRServiceSafePoint is metadata of service safe point from a BR 'instance'.
+type BRServiceSafePoint struct {
+	ID       string
+	TTL      int64
+	BackupTS uint64
+}
+
+// MarshalLogObject implements zapcore.ObjectMarshaler.
+func (sp BRServiceSafePoint) MarshalLogObject(encoder zapcore.ObjectEncoder) error {
+	encoder.AddString("ID", sp.ID)
+	ttlDuration := time.Duration(sp.TTL) * time.Second
+	encoder.AddString("TTL", ttlDuration.String())
+	backupTime, _ := tsoutil.ParseTS(sp.BackupTS)
+	encoder.AddString("BackupTime", backupTime.String())
+	encoder.AddUint64("BackupTS", sp.BackupTS)
+	return nil
+}
+
 // getGCSafePoint returns the current gc safe point.
 // TODO: Some cluster may not enable distributed GC.
 func getGCSafePoint(ctx context.Context, pdClient pd.Client) (uint64, error) {
@@ -30,6 +52,11 @@ func getGCSafePoint(ctx context.Context, pdClient pd.Client) (uint64, error) {
 	return safePoint, nil
 }
 
+// MakeSafePointID makes a unique safe point ID, for reduce name conflict.
+func MakeSafePointID() string {
+	return fmt.Sprintf(brServiceSafePointIDFormat, uuid.New())
+}
+
 // CheckGCSafePoint checks whether the ts is older than GC safepoint.
 // Note: It ignores errors other than exceed GC safepoint.
 func CheckGCSafePoint(ctx context.Context, pdClient pd.Client, ts uint64) error {
@@ -45,14 +72,19 @@ func CheckGCSafePoint(ctx context.Context, pdClient pd.Client, ts uint64) error
 	return nil
 }
 
-// UpdateServiceSafePoint register backupTS to PD, to lock down backupTS as safePoint with ttl seconds.
-func UpdateServiceSafePoint(ctx context.Context, pdClient pd.Client, ttl int64, backupTS uint64) error {
-	log.Debug("update PD safePoint limit with ttl",
-		zap.Uint64("safePoint", backupTS),
-		zap.Int64("ttl", ttl))
+// UpdateServiceSafePoint register BackupTS to PD, to lock down BackupTS as safePoint with TTL seconds.
+func UpdateServiceSafePoint(ctx context.Context, pdClient pd.Client, sp BRServiceSafePoint) error {
+	log.Debug("update PD safePoint limit with TTL",
+		zap.Object("safePoint", sp))
 
-	_, err := pdClient.UpdateServiceGCSafePoint(ctx,
-		brServiceSafePointID, ttl, backupTS-1)
+	lastSafePoint, err := pdClient.UpdateServiceGCSafePoint(ctx,
+		sp.ID, sp.TTL, sp.BackupTS-1)
+	if lastSafePoint > sp.BackupTS-1 {
+		log.Warn("service GC safe point lost, we may fail to back up if GC lifetime isn't long enough",
+			zap.Uint64("lastSafePoint", lastSafePoint),
+			zap.Object("safePoint", sp),
+		)
+	}
 	return err
 }
 
@@ -60,38 +92,36 @@ func UpdateServiceSafePoint(ctx context.Context, pdClient pd.Client, ttl int64,
 // hence keeping service safepoint won't lose.
 func StartServiceSafePointKeeper(
 	ctx context.Context,
-	ttl int64,
 	pdClient pd.Client,
-	backupTS uint64,
+	sp BRServiceSafePoint,
 ) {
-	// It would be OK since ttl won't be zero, so gapTime should > `0.
-	updateGapTime := time.Duration(ttl) * time.Second / preUpdateServiceSafePointFactor
+	// It would be OK since TTL won't be zero, so gapTime should > `0.
+	updateGapTime := time.Duration(sp.TTL) * time.Second / preUpdateServiceSafePointFactor
 	update := func(ctx context.Context) {
-		if err := UpdateServiceSafePoint(ctx, pdClient, ttl, backupTS); err != nil {
+		if err := UpdateServiceSafePoint(ctx, pdClient, sp); err != nil {
 			log.Warn("failed to update service safe point, backup may fail if gc triggered",
 				zap.Error(err),
 			)
 		}
 	}
 	check := func(ctx context.Context) {
-		if err := CheckGCSafePoint(ctx, pdClient, backupTS); err != nil {
+		if err := CheckGCSafePoint(ctx, pdClient, sp.BackupTS); err != nil {
 			log.Panic("cannot pass gc safe point check, aborting",
 				zap.Error(err),
-				zap.Uint64("backupTS", backupTS),
+				zap.Object("safePoint", sp),
 			)
 		}
 	}
 	updateTick := time.NewTicker(updateGapTime)
 	checkTick := time.NewTicker(checkGCSafePointGapTime)
+	update(ctx)
 	go func() {
 		defer updateTick.Stop()
 		defer checkTick.Stop()
 		for {
 			select {
 			case <-ctx.Done():
-				// Before finish backup, we have to make sure
-				// the backup ts does not fall behind with GC safepoint.
-				check(context.TODO())
+				log.Info("service safe point keeper exited")
 				return
 			case <-updateTick.C:
 				update(ctx)
diff --git a/pkg/task/backup.go b/pkg/task/backup.go
index 83a16f713..2f4500283 100644
--- a/pkg/task/backup.go
+++ b/pkg/task/backup.go
@@ -158,15 +158,19 @@ func RunBackup(c context.Context, g glue.Glue, cmdName string, cfg *BackupConfig
 		return err
 	}
 	g.Record("BackupTS", backupTS)
-	safePoint := backupTS
+	sp := backup.BRServiceSafePoint{
+		BackupTS: backupTS,
+		TTL:      client.GetGCTTL(),
+		ID:       backup.MakeSafePointID(),
+	}
 	// use lastBackupTS as safePoint if exists
 	if cfg.LastBackupTS > 0 {
-		safePoint = cfg.LastBackupTS
+		sp.BackupTS = cfg.LastBackupTS
 	}
 
 	log.Info("current backup safePoint job",
-		zap.Uint64("safepoint", safePoint))
-	backup.StartServiceSafePointKeeper(ctx, client.GetGCTTL(), mgr.GetPDClient(), safePoint)
+		zap.Object("safePoint", sp))
+	backup.StartServiceSafePointKeeper(ctx, mgr.GetPDClient(), sp)
 
 	isIncrementalBackup := cfg.LastBackupTS > 0