diff --git a/br/pkg/logutil/logging.go b/br/pkg/logutil/logging.go
index 353ca6622e896..22480e7b12d48 100644
--- a/br/pkg/logutil/logging.go
+++ b/br/pkg/logutil/logging.go
@@ -15,7 +15,9 @@ import (
 	"github.com/pingcap/kvproto/pkg/metapb"
 	"github.com/pingcap/log"
 	"github.com/pingcap/tidb/pkg/kv"
+	"github.com/pingcap/tidb/pkg/lightning/metric"
 	"github.com/pingcap/tidb/pkg/util/redact"
+	"github.com/prometheus/client_golang/prometheus"
 	"go.uber.org/zap"
 	"go.uber.org/zap/zapcore"
 )
@@ -356,3 +358,25 @@ func (b HexBytes) String() string {
 func (b HexBytes) MarshalJSON() ([]byte, error) {
 	return json.Marshal(hex.EncodeToString(b))
 }
+
+func MarshalHistogram(m prometheus.Histogram) zapcore.ObjectMarshaler {
+	return zapcore.ObjectMarshalerFunc(func(mal zapcore.ObjectEncoder) error {
+		if m == nil {
+			return nil
+		}
+
+		met := metric.ReadHistogram(m)
+		if met == nil || met.Histogram == nil {
+			return nil
+		}
+
+		hist := met.Histogram
+		for _, b := range hist.GetBucket() {
+			key := fmt.Sprintf("lt_%f", b.GetUpperBound())
+			mal.AddUint64(key, b.GetCumulativeCount())
+		}
+		mal.AddUint64("count", hist.GetSampleCount())
+		mal.AddFloat64("total", hist.GetSampleSum())
+		return nil
+	})
+}
diff --git a/br/pkg/restore/restorer.go b/br/pkg/restore/restorer.go
index 9d999af9c09fc..cecbe359bfe5d 100644
--- a/br/pkg/restore/restorer.go
+++ b/br/pkg/restore/restorer.go
@@ -276,7 +276,7 @@ func (m *MultiTablesRestorer) GoRestore(onProgress func(int64), batchFileSets ..
 		m.ectx = opentracing.ContextWithSpan(m.ectx, span1)
 	}
 
-	for _, batchFileSet := range batchFileSets {
+	for i, batchFileSet := range batchFileSets {
 		if m.ectx.Err() != nil {
 			log.Warn("Restoring encountered error and already stopped, give up remained files.",
 				logutil.ShortError(m.ectx.Err()))
@@ -295,7 +295,8 @@ func (m *MultiTablesRestorer) GoRestore(onProgress func(int64), batchFileSets ..
 					onProgress(int64(len(filesReplica)))
 				}
 			}()
-			if importErr := m.fileImporter.Import(m.ectx, filesReplica...); importErr != nil {
+			cx := logutil.ContextWithField(m.ectx, zap.Int("sn", i))
+			if importErr := m.fileImporter.Import(cx, filesReplica...); importErr != nil {
 				return errors.Trace(importErr)
 			}
 
diff --git a/br/pkg/restore/snap_client/import.go b/br/pkg/restore/snap_client/import.go
index fed9b2101c559..eabb5be7ede0f 100644
--- a/br/pkg/restore/snap_client/import.go
+++ b/br/pkg/restore/snap_client/import.go
@@ -41,6 +41,7 @@ import (
 	"github.com/pingcap/tidb/br/pkg/summary"
 	"github.com/pingcap/tidb/br/pkg/utils"
 	"github.com/pingcap/tidb/pkg/kv"
+	"github.com/pingcap/tidb/pkg/metrics"
 	"github.com/pingcap/tidb/pkg/util/codec"
 	kvutil "github.com/tikv/client-go/v2/util"
 	"go.uber.org/zap"
@@ -142,7 +143,7 @@ type SnapFileImporter struct {
 	ingestTokensMap   *storeTokenChannelMap
 
 	closeCallbacks        []func(*SnapFileImporter) error
-	beforeIngestCallbacks []func(context.Context, restore.BatchBackupFileSet) error
+	beforeIngestCallbacks []func(context.Context, restore.BatchBackupFileSet) (afterIngest func() error, err error)
 
 	concurrencyPerStore uint
 
@@ -373,12 +374,18 @@ func (importer *SnapFileImporter) Import(
 	ctx context.Context,
 	backupFileSets ...restore.BackupFileSet,
 ) error {
+	delayCbs := []func() error{}
 	for i, cb := range importer.beforeIngestCallbacks {
-		if err := cb(ctx, backupFileSets); err != nil {
+		d, err := cb(ctx, backupFileSets)
+		if err != nil {
 			return errors.Annotatef(err, "failed to executing the callback #%d", i)
 		}
+		if d != nil {
+			delayCbs = append(delayCbs, d)
+		}
 	}
 
+	importBegin := time.Now()
 	// Rewrite the start key and end key of file to scan regions
 	startKey, endKey, err := importer.getKeyRangeForFiles(backupFileSets)
 	if err != nil {
@@ -393,7 +400,7 @@ func (importer *SnapFileImporter) Import(
 			return errors.Trace(errScanRegion)
 		}
 
-		log.Debug("scan regions", logutil.Key("start key", startKey), logutil.Key("end key", endKey), zap.Int("count", len(regionInfos)))
+		logutil.CL(ctx).Debug("scan regions", logutil.Key("start key", startKey), logutil.Key("end key", endKey), zap.Int("count", len(regionInfos)))
 		start := time.Now()
 		// Try to download and ingest the file in every region
 		for _, regionInfo := range regionInfos {
@@ -401,18 +408,18 @@ func (importer *SnapFileImporter) Import(
 			// Try to download file.
 			downloadMetas, errDownload := importer.download(ctx, info, backupFileSets, importer.cipher, importer.apiVersion)
 			if errDownload != nil {
-				log.Warn("download file failed, retry later",
+				logutil.CL(ctx).Warn("download file failed, retry later",
 					logutil.Region(info.Region),
 					logutil.Key("startKey", startKey),
 					logutil.Key("endKey", endKey),
 					logutil.ShortError(errDownload))
 				return errors.Trace(errDownload)
 			}
-			log.Debug("download file done", zap.Stringer("take", time.Since(start)),
+			logutil.CL(ctx).Debug("download file done", zap.Stringer("take", time.Since(start)),
 				logutil.Key("start", startKey), logutil.Key("end", endKey))
 			start = time.Now()
 			if errIngest := importer.ingest(ctx, info, downloadMetas); errIngest != nil {
-				log.Warn("ingest file failed, retry later",
+				logutil.CL(ctx).Warn("ingest file failed, retry later",
 					logutil.Key("start", startKey),
 					logutil.Key("end", endKey),
 					logutil.SSTMetas(downloadMetas),
@@ -420,14 +427,22 @@ func (importer *SnapFileImporter) Import(
 					zap.Error(errIngest))
 				return errors.Trace(errIngest)
 			}
-			log.Debug("ingest file done", logutil.Key("start", startKey), logutil.Key("end", endKey), zap.Stringer("take", time.Since(start)))
+			logutil.CL(ctx).Debug("ingest file done", logutil.Key("start", startKey), logutil.Key("end", endKey), zap.Stringer("take", time.Since(start)))
 		}
 		return nil
 	}, utils.NewImportSSTBackoffStrategy())
 	if err != nil {
-		log.Error("import sst file failed after retry, stop the whole progress", restore.ZapBatchBackupFileSet(backupFileSets), zap.Error(err))
+		logutil.CL(ctx).Error("import sst file failed after retry, stop the whole progress", restore.ZapBatchBackupFileSet(backupFileSets), zap.Error(err))
 		return errors.Trace(err)
 	}
+	metrics.RestoreImportFileSeconds.Observe(time.Since(importBegin).Seconds())
+
+	for i, cb := range delayCbs {
+		if err := cb(); err != nil {
+			return errors.Annotatef(err, "failed to execute the delaied callback #%d", i)
+		}
+	}
+
 	for _, files := range backupFileSets {
 		for _, f := range files.SSTFiles {
 			summary.CollectSuccessUnit(summary.TotalKV, 1, f.TotalKvs)
@@ -538,15 +553,15 @@ func (importer *SnapFileImporter) download(
 
 		failpoint.Inject("restore-storage-error", func(val failpoint.Value) {
 			msg := val.(string)
-			log.Debug("failpoint restore-storage-error injected.", zap.String("msg", msg))
+			logutil.CL(ctx).Debug("failpoint restore-storage-error injected.", zap.String("msg", msg))
 			e = errors.Annotate(e, msg)
 		})
 		failpoint.Inject("restore-gRPC-error", func(_ failpoint.Value) {
-			log.Warn("the connection to TiKV has been cut by a neko, meow :3")
+			logutil.CL(ctx).Warn("the connection to TiKV has been cut by a neko, meow :3")
 			e = status.Error(codes.Unavailable, "the connection to TiKV has been cut by a neko, meow :3")
 		})
 		if isDecryptSstErr(e) {
-			log.Info("fail to decrypt when download sst, try again with no-crypt")
+			logutil.CL(ctx).Info("fail to decrypt when download sst, try again with no-crypt")
 			if importer.kvMode == Raw || importer.kvMode == Txn {
 				downloadMetas, e = importer.downloadRawKVSST(ctx, regionInfo, filesGroup, nil, apiVersion)
 			} else {
@@ -847,7 +862,7 @@ func (importer *SnapFileImporter) ingest(
 						break
 					}
 					// do not get region info, wait a second and GetRegion() again.
-					log.Warn("ingest get region by key return nil", logutil.Region(info.Region),
+					logutil.CL(ctx).Warn("ingest get region by key return nil", logutil.Region(info.Region),
 						logutil.SSTMetas(downloadMetas),
 					)
 					time.Sleep(time.Second)
@@ -857,7 +872,7 @@ func (importer *SnapFileImporter) ingest(
 			if !split.CheckRegionEpoch(newInfo, info) {
 				return errors.Trace(berrors.ErrKVEpochNotMatch)
 			}
-			log.Debug("ingest sst returns not leader error, retry it",
+			logutil.CL(ctx).Debug("ingest sst returns not leader error, retry it",
 				logutil.SSTMetas(downloadMetas),
 				logutil.Region(info.Region),
 				zap.Stringer("newLeader", newInfo.Leader))
@@ -900,7 +915,7 @@ func (importer *SnapFileImporter) ingestSSTs(
 		Context: reqCtx,
 		Ssts:    sstMetas,
 	}
-	log.Debug("ingest SSTs", logutil.SSTMetas(sstMetas), logutil.Leader(leader))
+	logutil.CL(ctx).Debug("ingest SSTs", logutil.SSTMetas(sstMetas), logutil.Leader(leader))
 	resp, err := importer.importClient.MultiIngest(ctx, leader.GetStoreId(), req)
 	return resp, errors.Trace(err)
 }
diff --git a/br/pkg/restore/snap_client/pitr_collector.go b/br/pkg/restore/snap_client/pitr_collector.go
index fe22df4119029..b1d5f008c8363 100644
--- a/br/pkg/restore/snap_client/pitr_collector.go
+++ b/br/pkg/restore/snap_client/pitr_collector.go
@@ -12,11 +12,13 @@ import (
 	pb "github.com/pingcap/kvproto/pkg/brpb"
 	"github.com/pingcap/log"
 	berrors "github.com/pingcap/tidb/br/pkg/errors"
+	"github.com/pingcap/tidb/br/pkg/logutil"
 	"github.com/pingcap/tidb/br/pkg/restore"
 	"github.com/pingcap/tidb/br/pkg/storage"
 	"github.com/pingcap/tidb/br/pkg/stream"
 	"github.com/pingcap/tidb/br/pkg/streamhelper"
 	"github.com/pingcap/tidb/br/pkg/summary"
+	"github.com/pingcap/tidb/pkg/metrics"
 	"github.com/pingcap/tidb/pkg/util"
 	"github.com/tikv/client-go/v2/oracle"
 	pd "github.com/tikv/pd/client"
@@ -79,15 +81,16 @@ func (c *pitrCollector) close() error {
 
 }
 
-func (c *pitrCollector) onBatch(ctx context.Context, fileSets restore.BatchBackupFileSet) error {
+func (c *pitrCollector) onBatch(ctx context.Context, fileSets restore.BatchBackupFileSet) (func() error, error) {
 	if !c.enabled {
-		return nil
+		return nil, nil
 	}
 
 	if err := c.prepareMigIfNeeded(ctx); err != nil {
-		return err
+		return nil, err
 	}
 
+	begin := time.Now()
 	eg, ectx := errgroup.WithContext(ctx)
 	for _, fileSet := range fileSets {
 		for _, file := range fileSet.SSTFiles {
@@ -110,12 +113,22 @@ func (c *pitrCollector) onBatch(ctx context.Context, fileSets restore.BatchBacku
 		}
 	}
 
-	err := eg.Wait()
+	err := c.persistExtraBackupMeta(ctx)
 	if err != nil {
-		return err
+		return nil, errors.Annotatef(err, "failed to persist backup meta when finishing batch")
 	}
 
-	return errors.Annotatef(c.persistExtraBackupMeta(ctx), "failed to persist backup meta when finishing batch")
+	waitDone := func() error {
+		err := eg.Wait()
+		if err != nil {
+			logutil.CL(ctx).Warn("Failed to upload SSTs for future PiTR.", logutil.ShortError(err))
+			return err
+		}
+
+		logutil.CL(ctx).Info("Uploaded a batch of SSTs for future PiTR.", zap.Duration("take", time.Since(begin)))
+		return nil
+	}
+	return waitDone, nil
 }
 
 func (c *pitrCollector) doWithExtraBackupMetaLock(f func()) {
@@ -143,6 +156,8 @@ func (c *pitrCollector) putSST(ctx context.Context, f *pb.File) error {
 		return nil
 	}
 
+	begin := time.Now()
+
 	f = util.ProtoV1Clone(f)
 	out := c.sstPath(f.Name)
 
@@ -160,6 +175,8 @@ func (c *pitrCollector) putSST(ctx context.Context, f *pb.File) error {
 
 	f.Name = out
 	c.doWithExtraBackupMetaLock(func() { c.extraBackupMeta.msg.Files = append(c.extraBackupMeta.msg.Files, f) })
+
+	metrics.RestoreUploadSSTForPiTRSeconds.Observe(time.Since(begin).Seconds())
 	return nil
 }
 
@@ -189,7 +206,7 @@ func (c *pitrCollector) persistExtraBackupMeta(ctx context.Context) (err error)
 	c.extraBackupMetaLock.Lock()
 	defer c.extraBackupMetaLock.Unlock()
 
-	log.Info("Persisting extra backup meta.", zap.Stringer("uuid", c.restoreUUID), zap.String("path", c.metaPath()))
+	logutil.CL(ctx).Info("Persisting extra backup meta.", zap.Stringer("uuid", c.restoreUUID), zap.String("path", c.metaPath()))
 	msg := c.extraBackupMeta.genMsg()
 	bs, err := msg.Marshal()
 	if err != nil {
@@ -300,7 +317,6 @@ func newPiTRColl(ctx context.Context, deps PiTRCollDep) (*pitrCollector, error)
 		return nil, errors.Trace(err)
 	}
 	coll.restoreStorage = restoreStrg
-
 	coll.resetCommitting()
 	return coll, nil
 }
diff --git a/br/pkg/task/restore.go b/br/pkg/task/restore.go
index 26d94ccbfc079..ace31ccf42606 100644
--- a/br/pkg/task/restore.go
+++ b/br/pkg/task/restore.go
@@ -39,6 +39,7 @@ import (
 	"github.com/pingcap/tidb/pkg/infoschema"
 	"github.com/pingcap/tidb/pkg/kv"
 	"github.com/pingcap/tidb/pkg/meta/model"
+	"github.com/pingcap/tidb/pkg/metrics"
 	pmodel "github.com/pingcap/tidb/pkg/parser/model"
 	"github.com/pingcap/tidb/pkg/util"
 	"github.com/pingcap/tidb/pkg/util/collate"
@@ -671,6 +672,11 @@ func DefaultRestoreConfig(commonConfig Config) RestoreConfig {
 	return cfg
 }
 
+func printRestoreMetrics() {
+	log.Info("Metric: import_file_seconds", zap.Object("metric", logutil.MarshalHistogram(metrics.RestoreImportFileSeconds)))
+	log.Info("Metric: upload_sst_for_pitr_seconds", zap.Object("metric", logutil.MarshalHistogram(metrics.RestoreUploadSSTForPiTRSeconds)))
+}
+
 // RunRestore starts a restore task inside the current goroutine.
 func RunRestore(c context.Context, g glue.Glue, cmdName string, cfg *RestoreConfig) error {
 	etcdCLI, err := dialEtcdWithCfg(c, cfg.Config)
@@ -704,6 +710,8 @@ func RunRestore(c context.Context, g glue.Glue, cmdName string, cfg *RestoreConf
 	}
 	defer mgr.Close()
 
+	defer printRestoreMetrics()
+
 	var restoreError error
 	if IsStreamRestore(cmdName) {
 		if err := version.CheckClusterVersion(c, mgr.GetPDClient(), version.CheckVersionForBRPiTR); err != nil {
diff --git a/pkg/metrics/br.go b/pkg/metrics/br.go
new file mode 100644
index 0000000000000..1754bd190a5a9
--- /dev/null
+++ b/pkg/metrics/br.go
@@ -0,0 +1,30 @@
+package metrics
+
+import "github.com/prometheus/client_golang/prometheus"
+
+var (
+	RestoreImportFileSeconds       prometheus.Histogram
+	RestoreUploadSSTForPiTRSeconds prometheus.Histogram
+)
+
+func InitBRMetrics() {
+	RestoreImportFileSeconds = prometheus.NewHistogram(prometheus.HistogramOpts{
+		Namespace: "tidb",
+		Subsystem: "br",
+		Name:      "restore_import_file_seconds",
+
+		Help: "The time cost for importing a file (send it to a file's all peers and put metadata)",
+
+		Buckets: prometheus.ExponentialBuckets(0.01, 2, 14),
+	})
+
+	RestoreUploadSSTForPiTRSeconds = prometheus.NewHistogram(prometheus.HistogramOpts{
+		Namespace: "tidb",
+		Subsystem: "br",
+		Name:      "restore_upload_sst_for_pitr_seconds",
+
+		Help: "The time cost for uploading SST files for point-in-time recovery",
+
+		Buckets: prometheus.DefBuckets,
+	})
+}
diff --git a/pkg/util/metricsutil/common.go b/pkg/util/metricsutil/common.go
index 0964c7a36ee92..5d15399282754 100644
--- a/pkg/util/metricsutil/common.go
+++ b/pkg/util/metricsutil/common.go
@@ -92,6 +92,9 @@ func RegisterMetricsForBR(pdAddrs []string, keyspaceName string) error {
 		return err
 	}
 
+	// For now, those metrics are not registered.
+	// They will be printed to log during restoring...
+	metrics.InitBRMetrics()
 	return registerMetrics(keyspaceMeta)
 }