diff --git a/pkg/keyspace/tso_keyspace_group.go b/pkg/keyspace/tso_keyspace_group.go
index a04d7392426..a51d86c87a2 100644
--- a/pkg/keyspace/tso_keyspace_group.go
+++ b/pkg/keyspace/tso_keyspace_group.go
@@ -181,6 +181,9 @@ func (m *GroupManager) allocNodesToAllKeyspaceGroups(ctx context.Context) {
 			log.Info("the raftcluster is closed, stop to alloc nodes to all keyspace groups")
 			return
 		case <-ticker.C:
+			if m.nodesBalancer.Len() == 0 {
+				continue
+			}
 		}
 		groups, err := m.store.LoadKeyspaceGroups(utils.DefaultKeyspaceGroupID, 0)
 		if err != nil {
diff --git a/pkg/tso/allocator_manager.go b/pkg/tso/allocator_manager.go
index 62a4fb97a57..902a43541d6 100644
--- a/pkg/tso/allocator_manager.go
+++ b/pkg/tso/allocator_manager.go
@@ -660,7 +660,7 @@ func (am *AllocatorManager) campaignAllocatorLeader(
 	// Start keepalive the Local TSO Allocator leadership and enable Local TSO service.
 	ctx, cancel := context.WithCancel(loopCtx)
 	defer cancel()
-	defer am.ResetAllocatorGroup(allocator.GetDCLocation())
+	defer am.ResetAllocatorGroup(allocator.GetDCLocation(), false)
 	// Maintain the Local TSO Allocator leader
 	go allocator.KeepAllocatorLeader(ctx)
 
@@ -785,7 +785,7 @@ func (am *AllocatorManager) updateAllocator(ag *allocatorGroup) {
 			zap.String("dc-location", ag.dcLocation),
 			zap.String("name", am.member.Name()),
 			errs.ZapError(err))
-		am.ResetAllocatorGroup(ag.dcLocation)
+		am.ResetAllocatorGroup(ag.dcLocation, false)
 		return
 	}
 }
@@ -1038,7 +1038,7 @@ func (am *AllocatorManager) PriorityChecker() {
 			log.Info("next leader key found, resign current leader",
 				logutil.CondUint32("keyspace-group-id", am.kgID, am.kgID > 0),
 				zap.Uint64("nextLeaderID", nextLeader))
-			am.ResetAllocatorGroup(allocatorGroup.dcLocation)
+			am.ResetAllocatorGroup(allocatorGroup.dcLocation, false)
 		}
 	}
 }
@@ -1132,13 +1132,13 @@ func (am *AllocatorManager) HandleRequest(ctx context.Context, dcLocation string
 
 // ResetAllocatorGroup will reset the allocator's leadership and TSO initialized in memory.
 // It usually should be called before re-triggering an Allocator leader campaign.
-func (am *AllocatorManager) ResetAllocatorGroup(dcLocation string) {
+func (am *AllocatorManager) ResetAllocatorGroup(dcLocation string, skipResetLeader bool) {
 	am.mu.Lock()
 	defer am.mu.Unlock()
 	if allocatorGroup, exist := am.mu.allocatorGroups[dcLocation]; exist {
 		allocatorGroup.allocator.Reset()
 		// Reset if it still has the leadership. Otherwise the data race may occur because of the re-campaigning.
-		if allocatorGroup.leadership.Check() {
+		if !skipResetLeader && allocatorGroup.leadership.Check() {
 			allocatorGroup.leadership.Reset()
 		}
 	}
diff --git a/pkg/tso/global_allocator.go b/pkg/tso/global_allocator.go
index f90dc5f26fe..cf82d58f884 100644
--- a/pkg/tso/global_allocator.go
+++ b/pkg/tso/global_allocator.go
@@ -617,7 +617,7 @@ func (gta *GlobalTSOAllocator) campaignLeader() {
 		return
 	}
 	defer func() {
-		gta.am.ResetAllocatorGroup(GlobalDCLocation)
+		gta.am.ResetAllocatorGroup(GlobalDCLocation, false)
 	}()
 
 	tsoLabel := fmt.Sprintf("TSO Service Group %d", gta.getGroupID())
diff --git a/server/server.go b/server/server.go
index 7e0ee36278f..c10d15e90b1 100644
--- a/server/server.go
+++ b/server/server.go
@@ -1746,7 +1746,7 @@ func (s *Server) campaignLeader() {
 			return
 		}
 		defer func() {
-			s.tsoAllocatorManager.ResetAllocatorGroup(tso.GlobalDCLocation)
+			s.tsoAllocatorManager.ResetAllocatorGroup(tso.GlobalDCLocation, false)
 			failpoint.Inject("updateAfterResetTSO", func() {
 				if err = allocator.UpdateTSO(); !errorspkg.Is(err, errs.ErrUpdateTimestamp) {
 					log.Panic("the tso update after reset should return ErrUpdateTimestamp as expected", zap.Error(err))