diff --git a/pkg/mcs/scheduling/server/config/watcher.go b/pkg/mcs/scheduling/server/config/watcher.go
index 6ad37045000..433933674ea 100644
--- a/pkg/mcs/scheduling/server/config/watcher.go
+++ b/pkg/mcs/scheduling/server/config/watcher.go
@@ -147,7 +147,8 @@ func (cw *Watcher) initializeSchedulerConfigWatcher() error {
 	prefixToTrim := cw.schedulerConfigPathPrefix + "/"
 	putFn := func(kv *mvccpb.KeyValue) error {
 		name := strings.TrimPrefix(string(kv.Key), prefixToTrim)
-		log.Info("update scheduler config", zap.String("name", string(kv.Value)))
+		log.Info("update scheduler config", zap.String("name", name),
+			zap.String("value", string(kv.Value)))
 		err := cw.storage.SaveSchedulerConfig(name, kv.Value)
 		if err != nil {
 			log.Warn("failed to save scheduler config",
diff --git a/pkg/schedule/schedulers/base_scheduler.go b/pkg/schedule/schedulers/base_scheduler.go
index 6e712c18fe3..f4c8c577767 100644
--- a/pkg/schedule/schedulers/base_scheduler.go
+++ b/pkg/schedule/schedulers/base_scheduler.go
@@ -92,8 +92,8 @@ func (s *BaseScheduler) GetNextInterval(interval time.Duration) time.Duration {
 	return intervalGrow(interval, MaxScheduleInterval, exponentialGrowth)
 }
 
-// Prepare does some prepare work
-func (s *BaseScheduler) Prepare(cluster sche.SchedulerCluster) error { return nil }
+// PrepareConfig does some prepare work about config.
+func (s *BaseScheduler) PrepareConfig(cluster sche.SchedulerCluster) error { return nil }
 
-// Cleanup does some cleanup work
-func (s *BaseScheduler) Cleanup(cluster sche.SchedulerCluster) {}
+// CleanConfig does some cleanup work about config.
+func (s *BaseScheduler) CleanConfig(cluster sche.SchedulerCluster) {}
diff --git a/pkg/schedule/schedulers/evict_leader.go b/pkg/schedule/schedulers/evict_leader.go
index a5c67856df8..332002043a3 100644
--- a/pkg/schedule/schedulers/evict_leader.go
+++ b/pkg/schedule/schedulers/evict_leader.go
@@ -239,7 +239,7 @@ func pauseAndResumeLeaderTransfer(cluster *core.BasicCluster, old, new map[uint6
 	}
 }
 
-func (s *evictLeaderScheduler) Prepare(cluster sche.SchedulerCluster) error {
+func (s *evictLeaderScheduler) PrepareConfig(cluster sche.SchedulerCluster) error {
 	s.conf.mu.RLock()
 	defer s.conf.mu.RUnlock()
 	var res error
@@ -251,7 +251,7 @@ func (s *evictLeaderScheduler) Prepare(cluster sche.SchedulerCluster) error {
 	return res
 }
 
-func (s *evictLeaderScheduler) Cleanup(cluster sche.SchedulerCluster) {
+func (s *evictLeaderScheduler) CleanConfig(cluster sche.SchedulerCluster) {
 	s.conf.mu.RLock()
 	defer s.conf.mu.RUnlock()
 	for id := range s.conf.StoreIDWithRanges {
diff --git a/pkg/schedule/schedulers/evict_slow_store.go b/pkg/schedule/schedulers/evict_slow_store.go
index a6665c3e5e7..a88b4bffffb 100644
--- a/pkg/schedule/schedulers/evict_slow_store.go
+++ b/pkg/schedule/schedulers/evict_slow_store.go
@@ -109,7 +109,7 @@ func (s *evictSlowStoreScheduler) EncodeConfig() ([]byte, error) {
 	return EncodeConfig(s.conf)
 }
 
-func (s *evictSlowStoreScheduler) Prepare(cluster sche.SchedulerCluster) error {
+func (s *evictSlowStoreScheduler) PrepareConfig(cluster sche.SchedulerCluster) error {
 	evictStore := s.conf.evictStore()
 	if evictStore != 0 {
 		return cluster.SlowStoreEvicted(evictStore)
@@ -117,7 +117,7 @@ func (s *evictSlowStoreScheduler) Prepare(cluster sche.SchedulerCluster) error {
 	return nil
 }
 
-func (s *evictSlowStoreScheduler) Cleanup(cluster sche.SchedulerCluster) {
+func (s *evictSlowStoreScheduler) CleanConfig(cluster sche.SchedulerCluster) {
 	s.cleanupEvictLeader(cluster)
 }
 
diff --git a/pkg/schedule/schedulers/evict_slow_store_test.go b/pkg/schedule/schedulers/evict_slow_store_test.go
index 0b0c1d9ad39..5cb9a359cde 100644
--- a/pkg/schedule/schedulers/evict_slow_store_test.go
+++ b/pkg/schedule/schedulers/evict_slow_store_test.go
@@ -120,12 +120,12 @@ func (suite *evictSlowStoreTestSuite) TestEvictSlowStorePrepare() {
 	suite.True(ok)
 	suite.Zero(es2.conf.evictStore())
 	// prepare with no evict store.
-	suite.es.Prepare(suite.tc)
+	suite.es.PrepareConfig(suite.tc)
 
 	es2.conf.setStoreAndPersist(1)
 	suite.Equal(uint64(1), es2.conf.evictStore())
 	// prepare with evict store.
-	suite.es.Prepare(suite.tc)
+	suite.es.PrepareConfig(suite.tc)
 }
 
 func (suite *evictSlowStoreTestSuite) TestEvictSlowStorePersistFail() {
diff --git a/pkg/schedule/schedulers/evict_slow_trend.go b/pkg/schedule/schedulers/evict_slow_trend.go
index 978382e045a..1d83e231c5b 100644
--- a/pkg/schedule/schedulers/evict_slow_trend.go
+++ b/pkg/schedule/schedulers/evict_slow_trend.go
@@ -139,7 +139,7 @@ func (s *evictSlowTrendScheduler) EncodeConfig() ([]byte, error) {
 	return EncodeConfig(s.conf)
 }
 
-func (s *evictSlowTrendScheduler) Prepare(cluster sche.SchedulerCluster) error {
+func (s *evictSlowTrendScheduler) PrepareConfig(cluster sche.SchedulerCluster) error {
 	evictedStoreID := s.conf.evictedStore()
 	if evictedStoreID == 0 {
 		return nil
@@ -147,7 +147,7 @@ func (s *evictSlowTrendScheduler) Prepare(cluster sche.SchedulerCluster) error {
 	return cluster.SlowTrendEvicted(evictedStoreID)
 }
 
-func (s *evictSlowTrendScheduler) Cleanup(cluster sche.SchedulerCluster) {
+func (s *evictSlowTrendScheduler) CleanConfig(cluster sche.SchedulerCluster) {
 	s.cleanupEvictLeader(cluster)
 }
 
diff --git a/pkg/schedule/schedulers/evict_slow_trend_test.go b/pkg/schedule/schedulers/evict_slow_trend_test.go
index 8e4e6c17667..622ad7da1d8 100644
--- a/pkg/schedule/schedulers/evict_slow_trend_test.go
+++ b/pkg/schedule/schedulers/evict_slow_trend_test.go
@@ -162,10 +162,10 @@ func (suite *evictSlowTrendTestSuite) TestEvictSlowTrendPrepare() {
 	suite.True(ok)
 	suite.Zero(es2.conf.evictedStore())
 	// prepare with no evict store.
-	suite.es.Prepare(suite.tc)
+	suite.es.PrepareConfig(suite.tc)
 
 	es2.conf.setStoreAndPersist(1)
 	suite.Equal(uint64(1), es2.conf.evictedStore())
 	// prepare with evict store.
-	suite.es.Prepare(suite.tc)
+	suite.es.PrepareConfig(suite.tc)
 }
diff --git a/pkg/schedule/schedulers/grant_leader.go b/pkg/schedule/schedulers/grant_leader.go
index f244228a10f..84f830f368b 100644
--- a/pkg/schedule/schedulers/grant_leader.go
+++ b/pkg/schedule/schedulers/grant_leader.go
@@ -197,7 +197,7 @@ func (s *grantLeaderScheduler) ReloadConfig() error {
 	return nil
 }
 
-func (s *grantLeaderScheduler) Prepare(cluster sche.SchedulerCluster) error {
+func (s *grantLeaderScheduler) PrepareConfig(cluster sche.SchedulerCluster) error {
 	s.conf.mu.RLock()
 	defer s.conf.mu.RUnlock()
 	var res error
@@ -209,7 +209,7 @@ func (s *grantLeaderScheduler) Prepare(cluster sche.SchedulerCluster) error {
 	return res
 }
 
-func (s *grantLeaderScheduler) Cleanup(cluster sche.SchedulerCluster) {
+func (s *grantLeaderScheduler) CleanConfig(cluster sche.SchedulerCluster) {
 	s.conf.mu.RLock()
 	defer s.conf.mu.RUnlock()
 	for id := range s.conf.StoreIDWithRanges {
diff --git a/pkg/schedule/schedulers/scheduler.go b/pkg/schedule/schedulers/scheduler.go
index 9262f7d0a65..1c788989454 100644
--- a/pkg/schedule/schedulers/scheduler.go
+++ b/pkg/schedule/schedulers/scheduler.go
@@ -42,8 +42,8 @@ type Scheduler interface {
 	ReloadConfig() error
 	GetMinInterval() time.Duration
 	GetNextInterval(interval time.Duration) time.Duration
-	Prepare(cluster sche.SchedulerCluster) error
-	Cleanup(cluster sche.SchedulerCluster)
+	PrepareConfig(cluster sche.SchedulerCluster) error
+	CleanConfig(cluster sche.SchedulerCluster)
 	Schedule(cluster sche.SchedulerCluster, dryRun bool) ([]*operator.Operator, []plan.Plan)
 	IsScheduleAllowed(cluster sche.SchedulerCluster) bool
 }
diff --git a/plugin/scheduler_example/evict_leader.go b/plugin/scheduler_example/evict_leader.go
index 8919d1bdb4b..063ae9eb150 100644
--- a/plugin/scheduler_example/evict_leader.go
+++ b/plugin/scheduler_example/evict_leader.go
@@ -186,7 +186,7 @@ func (s *evictLeaderScheduler) EncodeConfig() ([]byte, error) {
 	return schedulers.EncodeConfig(s.conf)
 }
 
-func (s *evictLeaderScheduler) Prepare(cluster sche.SchedulerCluster) error {
+func (s *evictLeaderScheduler) PrepareConfig(cluster sche.SchedulerCluster) error {
 	s.conf.mu.RLock()
 	defer s.conf.mu.RUnlock()
 	var res error
@@ -198,7 +198,7 @@ func (s *evictLeaderScheduler) Prepare(cluster sche.SchedulerCluster) error {
 	return res
 }
 
-func (s *evictLeaderScheduler) Cleanup(cluster sche.SchedulerCluster) {
+func (s *evictLeaderScheduler) CleanConfig(cluster sche.SchedulerCluster) {
 	s.conf.mu.RLock()
 	defer s.conf.mu.RUnlock()
 	for id := range s.conf.StoreIDWitRanges {