diff --git a/pkg/statistics/handle/usage/session_stats_collect.go b/pkg/statistics/handle/usage/session_stats_collect.go
index 22c4a192a9132..5b7293c21f2e7 100644
--- a/pkg/statistics/handle/usage/session_stats_collect.go
+++ b/pkg/statistics/handle/usage/session_stats_collect.go
@@ -98,29 +98,57 @@ func (s *statsUsageImpl) DumpStatsDeltaToKV(dumpAll bool) error {
 	return utilstats.CallWithSCtx(s.statsHandle.SPool(), func(sctx sessionctx.Context) error {
 		is := sctx.GetDomainInfoSchema().(infoschema.InfoSchema)
 		currentTime := time.Now()
+
+		var wg sync.WaitGroup
+		errCh := make(chan error, len(deltaMap))
+		semaphore := make(chan struct{}, 8) // Limit concurrent goroutines
+
 		for id, item := range deltaMap {
 			if !s.needDumpStatsDelta(is, dumpAll, id, item, currentTime) {
 				continue
 			}
-			updated, err := s.dumpTableStatCountToKV(is, id, item)
+
+			wg.Add(1)
+			semaphore <- struct{}{} // Acquire
+			go func(id int64, item variable.TableDelta) {
+				defer func() {
+					<-semaphore // Release
+					wg.Done()
+				}()
+
+				updated, err := s.dumpTableStatCountToKV(is, id, item)
+				if err != nil {
+					errCh <- err
+					return
+				}
+				if updated {
+					UpdateTableDeltaMap(deltaMap, id, -item.Delta, -item.Count, nil)
+				}
+				if err = storage.DumpTableStatColSizeToKV(sctx, id, item); err != nil {
+					delete(deltaMap, id)
+					errCh <- err
+					return
+				}
+				if updated {
+					delete(deltaMap, id)
+				} else {
+					m := deltaMap[id]
+					m.ColSize = nil
+					deltaMap[id] = m
+				}
+			}(id, item)
+		}
+
+		wg.Wait()
+		close(errCh)
+
+		// Return first error if any occurred
+		for err := range errCh {
 			if err != nil {
 				return errors.Trace(err)
 			}
-			if updated {
-				UpdateTableDeltaMap(deltaMap, id, -item.Delta, -item.Count, nil)
-			}
-			if err = storage.DumpTableStatColSizeToKV(sctx, id, item); err != nil {
-				delete(deltaMap, id)
-				return errors.Trace(err)
-			}
-			if updated {
-				delete(deltaMap, id)
-			} else {
-				m := deltaMap[id]
-				m.ColSize = nil
-				deltaMap[id] = m
-			}
 		}
+
 		return nil
 	})
 }