From 8a77fb9cdcab070a520f38dcf2eb7d1689790d37 Mon Sep 17 00:00:00 2001
From: "cai.zhang" <cai.zhang@zilliz.com>
Date: Tue, 8 Apr 2025 20:46:25 +0800
Subject: [PATCH] enhance: Support slot for index task and stats task (#39084)

issue: #39101

---------

Signed-off-by: Cai Zhang <cai.zhang@zilliz.com>
---
 configs/milvus.yaml                           |   3 +
 internal/datacoord/index_service.go           |   3 +-
 internal/datacoord/job_manager.go             |   8 +-
 .../datacoord/session/indexnode_manager.go    |  20 +-
 .../session/indexnode_manager_test.go         |   8 +-
 .../datacoord/session/mock_worker_manager.go  |  12 +-
 internal/datacoord/task_analyze.go            |   7 +-
 internal/datacoord/task_index.go              |  12 +-
 internal/datacoord/task_scheduler.go          |  91 ++-
 internal/datacoord/task_scheduler_test.go     |  62 +-
 internal/datacoord/task_stats.go              |  12 +-
 internal/datacoord/task_stats_test.go         |   5 +-
 internal/datacoord/types.go                   |   1 +
 internal/datacoord/util.go                    |  26 +
 internal/datanode/data_node.go                |   3 +
 internal/datanode/index/scheduler.go          |  75 +-
 internal/datanode/index/scheduler_test.go     |   4 +
 internal/datanode/index/task.go               |   1 +
 internal/datanode/index/task_analyze.go       |   4 +
 internal/datanode/index/task_index.go         |   4 +
 internal/datanode/index/task_stats.go         |   4 +
 internal/datanode/index/util.go               |  14 +
 internal/datanode/index_services.go           |  14 +-
 internal/datanode/index_services_test.go      |   4 -
 pkg/proto/worker.proto                        |   6 +-
 pkg/proto/workerpb/worker.pb.go               | 728 +++++++++---------
 pkg/util/paramtable/component_param.go        |  50 +-
 tests/_helm/values/e2e/distributed            |   3 -
 tests/_helm/values/e2e/standalone             |   3 -
 tests/_helm/values/e2e/standalone-kafka-mmap  |   3 -
 tests/_helm/values/e2e/standalone-one-pod     |   3 -
 31 files changed, 716 insertions(+), 477 deletions(-)

diff --git a/configs/milvus.yaml b/configs/milvus.yaml
index d8a7e04f28..139800fd6c 100644
--- a/configs/milvus.yaml
+++ b/configs/milvus.yaml
@@ -633,6 +633,9 @@ dataCoord:
     clusteringCompactionUsage: 16 # slot usage of clustering compaction job.
     mixCompactionUsage: 8 # slot usage of mix compaction job.
     l0DeleteCompactionUsage: 8 # slot usage of l0 compaction job.
+    indexTaskSlotUsage: 64 # slot usage of index task per 512mb
+    statsTaskSlotUsage: 8 # slot usage of stats task per 512mb
+    analyzeTaskSlotUsage: 65535 # slot usage of analyze task
   ip:  # TCP/IP address of dataCoord. If not specified, use the first unicastable address
   port: 13333 # TCP port of dataCoord
   grpc:
diff --git a/internal/datacoord/index_service.go b/internal/datacoord/index_service.go
index 1b001bbd1d..429c57a07e 100644
--- a/internal/datacoord/index_service.go
+++ b/internal/datacoord/index_service.go
@@ -68,6 +68,7 @@ func (s *Server) createIndexForSegment(ctx context.Context, segment *SegmentInfo
 	if err != nil {
 		return err
 	}
+	taskSlot := calculateIndexTaskSlot(segment.getSegmentSize())
 	segIndex := &model.SegmentIndex{
 		SegmentID:      segment.ID,
 		CollectionID:   segment.CollectionID,
@@ -81,7 +82,7 @@ func (s *Server) createIndexForSegment(ctx context.Context, segment *SegmentInfo
 	if err = s.meta.indexMeta.AddSegmentIndex(ctx, segIndex); err != nil {
 		return err
 	}
-	s.taskScheduler.enqueue(newIndexBuildTask(buildID))
+	s.taskScheduler.enqueue(newIndexBuildTask(buildID, taskSlot))
 	return nil
 }
 
diff --git a/internal/datacoord/job_manager.go b/internal/datacoord/job_manager.go
index 20eb628bef..088cdee668 100644
--- a/internal/datacoord/job_manager.go
+++ b/internal/datacoord/job_manager.go
@@ -249,6 +249,7 @@ func (jm *statsJobManager) SubmitStatsTask(originSegmentID, targetSegmentID int6
 	if err != nil {
 		return err
 	}
+	taskSlot := calculateStatsTaskSlot(originSegment.getSegmentSize())
 	t := &indexpb.StatsTask{
 		CollectionID:    originSegment.GetCollectionID(),
 		PartitionID:     originSegment.GetPartitionID(),
@@ -272,7 +273,12 @@ func (jm *statsJobManager) SubmitStatsTask(originSegmentID, targetSegmentID int6
 		}
 		return err
 	}
-	jm.scheduler.enqueue(newStatsTask(t.GetTaskID(), t.GetSegmentID(), t.GetTargetSegmentID(), subJobType))
+	jm.scheduler.enqueue(newStatsTask(t.GetTaskID(), t.GetSegmentID(), t.GetTargetSegmentID(), subJobType, taskSlot))
+	log.Ctx(jm.ctx).Info("submit stats task success", zap.Int64("taskID", taskID),
+		zap.String("subJobType", subJobType.String()),
+		zap.Int64("collectionID", originSegment.GetCollectionID()),
+		zap.Int64("originSegmentID", originSegmentID),
+		zap.Int64("targetSegmentID", targetSegmentID), zap.Int64("taskSlot", taskSlot))
 	return nil
 }
 
diff --git a/internal/datacoord/session/indexnode_manager.go b/internal/datacoord/session/indexnode_manager.go
index 057c4ed415..44f1a7e0d8 100644
--- a/internal/datacoord/session/indexnode_manager.go
+++ b/internal/datacoord/session/indexnode_manager.go
@@ -43,11 +43,17 @@ type WorkerManager interface {
 	RemoveNode(nodeID typeutil.UniqueID)
 	StoppingNode(nodeID typeutil.UniqueID)
 	PickClient() (typeutil.UniqueID, types.DataNodeClient)
-	QuerySlots() map[int64]int64
+	QuerySlots() map[typeutil.UniqueID]*WorkerSlots
 	GetAllClients() map[typeutil.UniqueID]types.DataNodeClient
 	GetClientByID(nodeID typeutil.UniqueID) (types.DataNodeClient, bool)
 }
 
+type WorkerSlots struct {
+	NodeID         int64
+	TotalSlots     int64
+	AvailableSlots int64
+}
+
 // IndexNodeManager is used to manage the client of IndexNode.
 type IndexNodeManager struct {
 	nodeClients      map[typeutil.UniqueID]types.DataNodeClient
@@ -114,14 +120,14 @@ func (nm *IndexNodeManager) AddNode(nodeID typeutil.UniqueID, address string) er
 	return nil
 }
 
-func (nm *IndexNodeManager) QuerySlots() map[int64]int64 {
+func (nm *IndexNodeManager) QuerySlots() map[typeutil.UniqueID]*WorkerSlots {
 	nm.lock.Lock()
 	defer nm.lock.Unlock()
 
 	ctx, cancel := context.WithTimeout(context.Background(), querySlotTimeout)
 	defer cancel()
 
-	nodeSlots := make(map[int64]int64)
+	nodeSlots := make(map[typeutil.UniqueID]*WorkerSlots)
 	mu := &sync.Mutex{}
 	wg := &sync.WaitGroup{}
 	for nodeID, client := range nm.nodeClients {
@@ -141,7 +147,11 @@ func (nm *IndexNodeManager) QuerySlots() map[int64]int64 {
 				}
 				mu.Lock()
 				defer mu.Unlock()
-				nodeSlots[nodeID] = resp.GetTaskSlots()
+				nodeSlots[nodeID] = &WorkerSlots{
+					NodeID:         nodeID,
+					TotalSlots:     resp.GetTotalSlots(),
+					AvailableSlots: resp.GetAvailableSlots(),
+				}
 			}(nodeID)
 		}
 	}
@@ -180,7 +190,7 @@ func (nm *IndexNodeManager) PickClient() (typeutil.UniqueID, types.DataNodeClien
 						zap.String("reason", resp.GetStatus().GetReason()))
 					return
 				}
-				if resp.GetTaskSlots() > 0 {
+				if resp.GetAvailableSlots() > 0 {
 					nodeMutex.Lock()
 					defer nodeMutex.Unlock()
 					if pickNodeID == 0 {
diff --git a/internal/datacoord/session/indexnode_manager_test.go b/internal/datacoord/session/indexnode_manager_test.go
index 4d96cb3ff6..8bfb78a5a3 100644
--- a/internal/datacoord/session/indexnode_manager_test.go
+++ b/internal/datacoord/session/indexnode_manager_test.go
@@ -83,12 +83,12 @@ func TestIndexNodeManager_PickClient(t *testing.T) {
 					Status: merr.Status(err),
 				}, nil),
 				8: getMockedGetJobStatsClient(&workerpb.GetJobStatsResponse{
-					TaskSlots: 1,
-					Status:    merr.Success(),
+					AvailableSlots: 1,
+					Status:         merr.Success(),
 				}, nil),
 				9: getMockedGetJobStatsClient(&workerpb.GetJobStatsResponse{
-					TaskSlots: 10,
-					Status:    merr.Success(),
+					AvailableSlots: 10,
+					Status:         merr.Success(),
 				}, nil),
 			},
 		}
diff --git a/internal/datacoord/session/mock_worker_manager.go b/internal/datacoord/session/mock_worker_manager.go
index d2ab9293c9..b36c5db70a 100644
--- a/internal/datacoord/session/mock_worker_manager.go
+++ b/internal/datacoord/session/mock_worker_manager.go
@@ -275,19 +275,19 @@ func (_c *MockWorkerManager_PickClient_Call) RunAndReturn(run func() (int64, typ
 }
 
 // QuerySlots provides a mock function with given fields:
-func (_m *MockWorkerManager) QuerySlots() map[int64]int64 {
+func (_m *MockWorkerManager) QuerySlots() map[int64]*WorkerSlots {
 	ret := _m.Called()
 
 	if len(ret) == 0 {
 		panic("no return value specified for QuerySlots")
 	}
 
-	var r0 map[int64]int64
-	if rf, ok := ret.Get(0).(func() map[int64]int64); ok {
+	var r0 map[int64]*WorkerSlots
+	if rf, ok := ret.Get(0).(func() map[int64]*WorkerSlots); ok {
 		r0 = rf()
 	} else {
 		if ret.Get(0) != nil {
-			r0 = ret.Get(0).(map[int64]int64)
+			r0 = ret.Get(0).(map[int64]*WorkerSlots)
 		}
 	}
 
@@ -311,12 +311,12 @@ func (_c *MockWorkerManager_QuerySlots_Call) Run(run func()) *MockWorkerManager_
 	return _c
 }
 
-func (_c *MockWorkerManager_QuerySlots_Call) Return(_a0 map[int64]int64) *MockWorkerManager_QuerySlots_Call {
+func (_c *MockWorkerManager_QuerySlots_Call) Return(_a0 map[int64]*WorkerSlots) *MockWorkerManager_QuerySlots_Call {
 	_c.Call.Return(_a0)
 	return _c
 }
 
-func (_c *MockWorkerManager_QuerySlots_Call) RunAndReturn(run func() map[int64]int64) *MockWorkerManager_QuerySlots_Call {
+func (_c *MockWorkerManager_QuerySlots_Call) RunAndReturn(run func() map[int64]*WorkerSlots) *MockWorkerManager_QuerySlots_Call {
 	_c.Call.Return(run)
 	return _c
 }
diff --git a/internal/datacoord/task_analyze.go b/internal/datacoord/task_analyze.go
index d7dc8ca601..5107fd831d 100644
--- a/internal/datacoord/task_analyze.go
+++ b/internal/datacoord/task_analyze.go
@@ -69,7 +69,6 @@ func (at *analyzeTask) GetNodeID() int64 {
 }
 
 func (at *analyzeTask) ResetTask(mt *meta) {
-	at.nodeID = 0
 }
 
 func (at *analyzeTask) SetQueueTime(t time.Time) {
@@ -118,6 +117,10 @@ func (at *analyzeTask) GetFailReason() string {
 	return at.taskInfo.GetFailReason()
 }
 
+func (at *analyzeTask) GetTaskSlot() int64 {
+	return Params.DataCoordCfg.AnalyzeTaskSlotUsage.GetAsInt64()
+}
+
 func (at *analyzeTask) UpdateVersion(ctx context.Context, nodeID int64, meta *meta, compactionHandler compactionPlanContext) error {
 	if err := meta.analyzeMeta.UpdateVersion(at.GetTaskID(), nodeID); err != nil {
 		return err
@@ -223,6 +226,8 @@ func (at *analyzeTask) PreCheck(ctx context.Context, dependency *taskScheduler)
 	at.req.MinClusterSizeRatio = Params.DataCoordCfg.ClusteringCompactionMinClusterSizeRatio.GetAsFloat()
 	at.req.MaxClusterSizeRatio = Params.DataCoordCfg.ClusteringCompactionMaxClusterSizeRatio.GetAsFloat()
 	at.req.MaxClusterSize = Params.DataCoordCfg.ClusteringCompactionMaxClusterSize.GetAsSize()
+	taskSlot := Params.DataCoordCfg.AnalyzeTaskSlotUsage.GetAsInt64()
+	at.req.TaskSlot = taskSlot
 
 	return true
 }
diff --git a/internal/datacoord/task_index.go b/internal/datacoord/task_index.go
index e7d4124cdb..bfb2c65e99 100644
--- a/internal/datacoord/task_index.go
+++ b/internal/datacoord/task_index.go
@@ -42,6 +42,7 @@ type indexBuildTask struct {
 	taskID   int64
 	nodeID   int64
 	taskInfo *workerpb.IndexTaskInfo
+	taskSlot int64
 
 	queueTime time.Time
 	startTime time.Time
@@ -52,9 +53,10 @@ type indexBuildTask struct {
 
 var _ Task = (*indexBuildTask)(nil)
 
-func newIndexBuildTask(taskID int64) *indexBuildTask {
+func newIndexBuildTask(taskID int64, taskSlot int64) *indexBuildTask {
 	return &indexBuildTask{
-		taskID: taskID,
+		taskID:   taskID,
+		taskSlot: taskSlot,
 		taskInfo: &workerpb.IndexTaskInfo{
 			BuildID: taskID,
 			State:   commonpb.IndexState_Unissued,
@@ -71,7 +73,6 @@ func (it *indexBuildTask) GetNodeID() int64 {
 }
 
 func (it *indexBuildTask) ResetTask(mt *meta) {
-	it.nodeID = 0
 }
 
 func (it *indexBuildTask) SetQueueTime(t time.Time) {
@@ -120,6 +121,10 @@ func (it *indexBuildTask) GetFailReason() string {
 	return it.taskInfo.FailReason
 }
 
+func (it *indexBuildTask) GetTaskSlot() int64 {
+	return it.taskSlot
+}
+
 func (it *indexBuildTask) UpdateVersion(ctx context.Context, nodeID int64, meta *meta, compactionHandler compactionPlanContext) error {
 	if err := meta.indexMeta.UpdateVersion(it.taskID, nodeID); err != nil {
 		return err
@@ -260,6 +265,7 @@ func (it *indexBuildTask) PreCheck(ctx context.Context, dependency *taskSchedule
 		Field:                     field,
 		PartitionKeyIsolation:     partitionKeyIsolation,
 		StorageVersion:            segment.StorageVersion,
+		TaskSlot:                  it.taskSlot,
 	}
 
 	it.req.LackBinlogRows = it.req.NumRows - totalRows
diff --git a/internal/datacoord/task_scheduler.go b/internal/datacoord/task_scheduler.go
index a31eb8a15e..87ec80087a 100644
--- a/internal/datacoord/task_scheduler.go
+++ b/internal/datacoord/task_scheduler.go
@@ -61,6 +61,8 @@ type taskScheduler struct {
 	allocator                 allocator.Allocator
 	compactionHandler         compactionPlanContext
 
+	slotsMutex sync.RWMutex
+
 	taskStats *expirable.LRU[UniqueID, Task]
 }
 
@@ -125,6 +127,7 @@ func (s *taskScheduler) reloadFromMeta() {
 					State:      segIndex.IndexState,
 					FailReason: segIndex.FailReason,
 				},
+				taskSlot: calculateIndexTaskSlot(segment.getSegmentSize()),
 				req: &workerpb.CreateJobRequest{
 					ClusterID: Params.CommonCfg.ClusterPrefix.GetValue(),
 					BuildID:   segIndex.BuildID,
@@ -170,6 +173,11 @@ func (s *taskScheduler) reloadFromMeta() {
 
 	allStatsTasks := s.meta.statsTaskMeta.GetAllTasks()
 	for taskID, t := range allStatsTasks {
+		segment := s.meta.GetHealthySegment(s.ctx, t.GetSegmentID())
+		taskSlot := int64(0)
+		if segment != nil {
+			taskSlot = calculateStatsTaskSlot(segment.getSegmentSize())
+		}
 		task := &statsTask{
 			taskID:          taskID,
 			segmentID:       t.GetSegmentID(),
@@ -184,6 +192,7 @@ func (s *taskScheduler) reloadFromMeta() {
 				ClusterID: Params.CommonCfg.ClusterPrefix.GetValue(),
 				TaskID:    taskID,
 			},
+			taskSlot:   taskSlot,
 			queueTime:  time.Now(),
 			startTime:  time.Now(),
 			endTime:    time.Now(),
@@ -278,7 +287,7 @@ func (s *taskScheduler) schedule() {
 	for {
 		select {
 		case <-s.ctx.Done():
-			log.Ctx(s.ctx).Warn("task scheduler ctx done")
+			log.Ctx(s.ctx).Warn("task scheduler ctx done, exit schedule")
 			return
 		case _, ok := <-s.notifyChan:
 			if ok {
@@ -299,7 +308,7 @@ func (s *taskScheduler) checkProcessingTasksLoop() {
 	for {
 		select {
 		case <-s.ctx.Done():
-			log.Ctx(s.ctx).Warn("task scheduler ctx done")
+			log.Ctx(s.ctx).Warn("task scheduler ctx done, exit checkProcessingTasksLoop")
 			return
 		case <-ticker.C:
 			s.checkProcessingTasks()
@@ -356,15 +365,11 @@ func (s *taskScheduler) run() {
 		return
 	}
 
-	// 1. pick an indexNode client
-	nodeSlots := s.nodeManager.QuerySlots()
-	log.Ctx(s.ctx).Info("task scheduler", zap.Int("task num", pendingTaskNum), zap.Any("nodeSlots", nodeSlots))
+	workerSlots := s.nodeManager.QuerySlots()
+	log.Ctx(s.ctx).Info("task scheduler", zap.Int("task num", pendingTaskNum), zap.Any("workerSlots", workerSlots))
 	var wg sync.WaitGroup
-	sem := make(chan struct{}, 100)
 	for {
-		nodeID := pickNode(nodeSlots)
-		if nodeID == -1 {
-			log.Ctx(s.ctx).Debug("pick node failed")
+		if !s.hasAvailableSlots(workerSlots) {
 			break
 		}
 
@@ -373,17 +378,18 @@ func (s *taskScheduler) run() {
 			break
 		}
 
-		wg.Add(1)
-		sem <- struct{}{}
-		go func(task Task, nodeID int64) {
-			defer wg.Done()
-			defer func() {
-				<-sem
-			}()
+		taskSlot := task.GetTaskSlot()
+		nodeID := s.pickNode(workerSlots, taskSlot)
 
-			s.taskLock.Lock(task.GetTaskID())
-			s.process(task, nodeID)
-			s.taskLock.Unlock(task.GetTaskID())
+		wg.Add(1)
+		go func(task Task, nodeID UniqueID) {
+			defer wg.Done()
+
+			if nodeID != -1 {
+				s.taskLock.Lock(task.GetTaskID())
+				s.process(task, nodeID)
+				s.taskLock.Unlock(task.GetTaskID())
+			}
 
 			switch task.GetState() {
 			case indexpb.JobState_JobStateNone:
@@ -401,12 +407,9 @@ func (s *taskScheduler) run() {
 }
 
 func (s *taskScheduler) process(task Task, nodeID int64) bool {
-	if !task.CheckTaskHealthy(s.meta) {
-		task.SetState(indexpb.JobState_JobStateNone, "task not healthy")
-		return true
-	}
 	log.Ctx(s.ctx).Info("task is processing", zap.Int64("taskID", task.GetTaskID()),
-		zap.String("task type", task.GetTaskType()), zap.String("state", task.GetState().String()))
+		zap.Int64("nodeID", nodeID), zap.String("task type", task.GetTaskType()),
+		zap.String("state", task.GetState().String()))
 
 	switch task.GetState() {
 	case indexpb.JobState_JobStateNone:
@@ -427,7 +430,7 @@ func (s *taskScheduler) collectTaskMetrics() {
 	for {
 		select {
 		case <-s.ctx.Done():
-			log.Warn("task scheduler context done")
+			log.Warn("task scheduler context done, exit collectTaskMetrics")
 			return
 		case <-ticker.C:
 			maxTaskQueueingTime := make(map[string]int64)
@@ -508,7 +511,6 @@ func (s *taskScheduler) processInit(task Task, nodeID int64) bool {
 	if !checkPass {
 		return true
 	}
-
 	client, exist := s.nodeManager.GetClientByID(nodeID)
 	if !exist || client == nil {
 		log.Ctx(s.ctx).Debug("get indexnode client failed", zap.Int64("nodeID", nodeID))
@@ -619,12 +621,39 @@ func (s *taskScheduler) processInProgress(task Task) bool {
 	return false
 }
 
-func pickNode(nodeSlots map[int64]int64) int64 {
-	for w, slots := range nodeSlots {
-		if slots >= 1 {
-			nodeSlots[w] = slots - 1
-			return w
+func (s *taskScheduler) pickNode(workerSlots map[int64]*session.WorkerSlots, taskSlot int64) int64 {
+	s.slotsMutex.Lock()
+	defer s.slotsMutex.Unlock()
+
+	var fallbackNodeID int64 = -1
+	var maxAvailable int64 = -1
+
+	for nodeID, ws := range workerSlots {
+		if ws.AvailableSlots >= taskSlot {
+			ws.AvailableSlots -= taskSlot
+			return nodeID
 		}
+		if ws.AvailableSlots > maxAvailable && ws.AvailableSlots > 0 {
+			maxAvailable = ws.AvailableSlots
+			fallbackNodeID = nodeID
+		}
+	}
+
+	if fallbackNodeID != -1 {
+		workerSlots[fallbackNodeID].AvailableSlots = 0
+		return fallbackNodeID
 	}
 	return -1
 }
+
+func (s *taskScheduler) hasAvailableSlots(workerSlots map[int64]*session.WorkerSlots) bool {
+	s.slotsMutex.RLock()
+	defer s.slotsMutex.RUnlock()
+
+	for _, ws := range workerSlots {
+		if ws.AvailableSlots > 0 {
+			return true
+		}
+	}
+	return false
+}
diff --git a/internal/datacoord/task_scheduler_test.go b/internal/datacoord/task_scheduler_test.go
index 4ef6ee4c3a..a79d59b8c8 100644
--- a/internal/datacoord/task_scheduler_test.go
+++ b/internal/datacoord/task_scheduler_test.go
@@ -852,9 +852,13 @@ func (s *taskSchedulerSuite) scheduler(handler Handler) {
 	in.EXPECT().DropJobsV2(mock.Anything, mock.Anything).Return(merr.Success(), nil)
 
 	workerManager := session.NewMockWorkerManager(s.T())
-	workerManager.EXPECT().QuerySlots().RunAndReturn(func() map[int64]int64 {
-		return map[int64]int64{
-			1: 1,
+	workerManager.EXPECT().QuerySlots().RunAndReturn(func() map[int64]*session.WorkerSlots {
+		return map[int64]*session.WorkerSlots{
+			1: {
+				NodeID:         1,
+				TotalSlots:     16,
+				AvailableSlots: 16,
+			},
 		}
 	})
 	workerManager.EXPECT().GetClientByID(mock.Anything).Return(in, true)
@@ -998,9 +1002,13 @@ func (s *taskSchedulerSuite) Test_analyzeTaskFailCase() {
 
 		catalog := catalogmocks.NewDataCoordCatalog(s.T())
 		workerManager := session.NewMockWorkerManager(s.T())
-		workerManager.EXPECT().QuerySlots().RunAndReturn(func() map[int64]int64 {
-			return map[int64]int64{
-				1: 1,
+		workerManager.EXPECT().QuerySlots().RunAndReturn(func() map[int64]*session.WorkerSlots {
+			return map[int64]*session.WorkerSlots{
+				1: {
+					NodeID:         1,
+					TotalSlots:     16,
+					AvailableSlots: 16,
+				},
 			}
 		})
 
@@ -1068,9 +1076,13 @@ func (s *taskSchedulerSuite) Test_analyzeTaskFailCase() {
 		in := mocks.NewMockDataNodeClient(s.T())
 
 		workerManager := session.NewMockWorkerManager(s.T())
-		workerManager.EXPECT().QuerySlots().RunAndReturn(func() map[int64]int64 {
-			return map[int64]int64{
-				1: 1,
+		workerManager.EXPECT().QuerySlots().RunAndReturn(func() map[int64]*session.WorkerSlots {
+			return map[int64]*session.WorkerSlots{
+				1: {
+					NodeID:         1,
+					TotalSlots:     16,
+					AvailableSlots: 16,
+				},
 			}
 		})
 
@@ -1320,9 +1332,13 @@ func (s *taskSchedulerSuite) Test_indexTaskFailCase() {
 		catalog := catalogmocks.NewDataCoordCatalog(s.T())
 		in := mocks.NewMockDataNodeClient(s.T())
 		workerManager := session.NewMockWorkerManager(s.T())
-		workerManager.EXPECT().QuerySlots().RunAndReturn(func() map[int64]int64 {
-			return map[int64]int64{
-				1: 1,
+		workerManager.EXPECT().QuerySlots().RunAndReturn(func() map[int64]*session.WorkerSlots {
+			return map[int64]*session.WorkerSlots{
+				1: {
+					NodeID:         1,
+					TotalSlots:     16,
+					AvailableSlots: 16,
+				},
 			}
 		})
 
@@ -1558,9 +1574,13 @@ func (s *taskSchedulerSuite) Test_indexTaskWithMvOptionalScalarField() {
 	in := mocks.NewMockDataNodeClient(s.T())
 
 	workerManager := session.NewMockWorkerManager(s.T())
-	workerManager.EXPECT().QuerySlots().RunAndReturn(func() map[int64]int64 {
-		return map[int64]int64{
-			1: 1,
+	workerManager.EXPECT().QuerySlots().RunAndReturn(func() map[int64]*session.WorkerSlots {
+		return map[int64]*session.WorkerSlots{
+			1: {
+				NodeID:         1,
+				TotalSlots:     16,
+				AvailableSlots: 16,
+			},
 		}
 	})
 	workerManager.EXPECT().GetClientByID(mock.Anything).Return(in, true)
@@ -2280,9 +2300,13 @@ func (s *taskSchedulerSuite) Test_zeroSegmentStats() {
 	targetSegID := UniqueID(113)
 
 	workerManager := session.NewMockWorkerManager(s.T())
-	workerManager.EXPECT().QuerySlots().RunAndReturn(func() map[int64]int64 {
-		return map[int64]int64{
-			1: 1,
+	workerManager.EXPECT().QuerySlots().RunAndReturn(func() map[int64]*session.WorkerSlots {
+		return map[int64]*session.WorkerSlots{
+			1: {
+				NodeID:         1,
+				TotalSlots:     16,
+				AvailableSlots: 16,
+			},
 		}
 	})
 
@@ -2355,7 +2379,7 @@ func (s *taskSchedulerSuite) Test_zeroSegmentStats() {
 	}
 	scheduler.Start()
 
-	scheduler.enqueue(newStatsTask(taskID, segID, targetSegID, indexpb.StatsSubJob_Sort))
+	scheduler.enqueue(newStatsTask(taskID, segID, targetSegID, indexpb.StatsSubJob_Sort, 1))
 	for {
 		time.Sleep(time.Second)
 		if scheduler.pendingTasks.TaskCount() == 0 {
diff --git a/internal/datacoord/task_stats.go b/internal/datacoord/task_stats.go
index 00f2fe58cd..5a236a688f 100644
--- a/internal/datacoord/task_stats.go
+++ b/internal/datacoord/task_stats.go
@@ -39,6 +39,8 @@ type statsTask struct {
 	nodeID          int64
 	taskInfo        *workerpb.StatsResult
 
+	taskSlot int64
+
 	queueTime time.Time
 	startTime time.Time
 	endTime   time.Time
@@ -50,7 +52,7 @@ type statsTask struct {
 
 var _ Task = (*statsTask)(nil)
 
-func newStatsTask(taskID int64, segmentID, targetSegmentID int64, subJobType indexpb.StatsSubJob) *statsTask {
+func newStatsTask(taskID int64, segmentID, targetSegmentID int64, subJobType indexpb.StatsSubJob, taskSlot int64) *statsTask {
 	return &statsTask{
 		taskID:          taskID,
 		segmentID:       segmentID,
@@ -60,6 +62,7 @@ func newStatsTask(taskID int64, segmentID, targetSegmentID int64, subJobType ind
 			State:  indexpb.JobState_JobStateInit,
 		},
 		subJobType: subJobType,
+		taskSlot:   taskSlot,
 	}
 }
 
@@ -76,9 +79,7 @@ func (st *statsTask) GetNodeID() int64 {
 }
 
 func (st *statsTask) ResetTask(mt *meta) {
-	st.nodeID = 0
 	// reset isCompacting
-
 	mt.SetSegmentsCompacting(context.TODO(), []UniqueID{st.segmentID}, false)
 	mt.SetSegmentStating(st.segmentID, false)
 }
@@ -129,6 +130,10 @@ func (st *statsTask) GetFailReason() string {
 	return st.taskInfo.GetFailReason()
 }
 
+func (st *statsTask) GetTaskSlot() int64 {
+	return st.taskSlot
+}
+
 func (st *statsTask) UpdateVersion(ctx context.Context, nodeID int64, meta *meta, compactionHandler compactionPlanContext) error {
 	// mark compacting
 	if exist, canDo := meta.CheckAndSetSegmentsCompacting(ctx, []UniqueID{st.segmentID}); !exist || !canDo {
@@ -242,6 +247,7 @@ func (st *statsTask) PreCheck(ctx context.Context, dependency *taskScheduler) bo
 		TaskVersion:    statsMeta.GetVersion() + 1,
 		BinlogMaxSize:  Params.DataNodeCfg.BinLogMaxSize.GetAsUint64(),
 		StorageVersion: segment.StorageVersion,
+		TaskSlot:       st.taskSlot,
 	}
 
 	log.Info("stats task pre check successfully", zap.String("subJobType", st.subJobType.String()),
diff --git a/internal/datacoord/task_stats_test.go b/internal/datacoord/task_stats_test.go
index a23228dd98..238b2e08f0 100644
--- a/internal/datacoord/task_stats_test.go
+++ b/internal/datacoord/task_stats_test.go
@@ -22,6 +22,8 @@ import (
 	"testing"
 	"time"
 
+	"go.uber.org/atomic"
+
 	"github.com/stretchr/testify/mock"
 	"github.com/stretchr/testify/suite"
 
@@ -88,6 +90,7 @@ func (s *statsTaskSuite) SetupSuite() {
 						MaxRowNum:     65535,
 						Level:         datapb.SegmentLevel_L2,
 					},
+					size: *atomic.NewInt64(512 * 1024 * 1024),
 				},
 			},
 			secondaryIndexes: segmentInfoIndexes{
@@ -138,7 +141,7 @@ func (s *statsTaskSuite) SetupSuite() {
 }
 
 func (s *statsTaskSuite) TestTaskStats_PreCheck() {
-	st := newStatsTask(s.taskID, s.segID, s.targetID, indexpb.StatsSubJob_Sort)
+	st := newStatsTask(s.taskID, s.segID, s.targetID, indexpb.StatsSubJob_Sort, 1)
 
 	s.Equal(s.taskID, st.GetTaskID())
 
diff --git a/internal/datacoord/types.go b/internal/datacoord/types.go
index dc57b96ee4..79f147f3a9 100644
--- a/internal/datacoord/types.go
+++ b/internal/datacoord/types.go
@@ -28,6 +28,7 @@ type Task interface {
 	GetTaskID() int64
 	GetNodeID() int64
 	ResetTask(mt *meta)
+	GetTaskSlot() int64
 	PreCheck(ctx context.Context, dependency *taskScheduler) bool
 	CheckTaskHealthy(mt *meta) bool
 	SetState(state indexpb.JobState, failReason string)
diff --git a/internal/datacoord/util.go b/internal/datacoord/util.go
index e97b301967..713821fe2a 100644
--- a/internal/datacoord/util.go
+++ b/internal/datacoord/util.go
@@ -375,3 +375,29 @@ func getSortStatus(sorted bool) string {
 	}
 	return "unsorted"
 }
+
+func calculateIndexTaskSlot(segmentSize int64) int64 {
+	defaultSlots := Params.DataCoordCfg.IndexTaskSlotUsage.GetAsInt64()
+	if segmentSize > 512*1024*1024 {
+		taskSlot := max(segmentSize/512/1024/1024, 1) * defaultSlots
+		return max(taskSlot, 1)
+	} else if segmentSize > 100*1024*1024 {
+		return max(defaultSlots/4, 1)
+	} else if segmentSize > 10*1024*1024 {
+		return max(defaultSlots/16, 1)
+	}
+	return max(defaultSlots/64, 1)
+}
+
+func calculateStatsTaskSlot(segmentSize int64) int64 {
+	defaultSlots := Params.DataCoordCfg.StatsTaskSlotUsage.GetAsInt64()
+	if segmentSize > 512*1024*1024 {
+		taskSlot := max(segmentSize/512/1024/1024, 1) * defaultSlots
+		return max(taskSlot, 1)
+	} else if segmentSize > 100*1024*1024 {
+		return max(defaultSlots/2, 1)
+	} else if segmentSize > 10*1024*1024 {
+		return max(defaultSlots/4, 1)
+	}
+	return max(defaultSlots/8, 1)
+}
diff --git a/internal/datanode/data_node.go b/internal/datanode/data_node.go
index 2d8c161a75..53c25c9405 100644
--- a/internal/datanode/data_node.go
+++ b/internal/datanode/data_node.go
@@ -138,6 +138,8 @@ type DataNode struct {
 	reportImportRetryTimes uint // unitest set this value to 1 to save time, default is 10
 	pool                   *conc.Pool[any]
 
+	totalSlot int64
+
 	metricsRequest *metricsinfo.MetricsRequest
 }
 
@@ -158,6 +160,7 @@ func NewDataNode(ctx context.Context, factory dependency.Factory) *DataNode {
 		compactionExecutor:     compactor.NewExecutor(),
 		reportImportRetryTimes: 10,
 		metricsRequest:         metricsinfo.NewMetricsRequest(),
+		totalSlot:              index.CalculateNodeSlots(),
 	}
 	sc := index.NewTaskScheduler(ctx2)
 	node.storageFactory = NewChunkMgrFactory()
diff --git a/internal/datanode/index/scheduler.go b/internal/datanode/index/scheduler.go
index 2136d12780..ce175c8764 100644
--- a/internal/datanode/index/scheduler.go
+++ b/internal/datanode/index/scheduler.go
@@ -21,14 +21,15 @@ import (
 	"context"
 	"runtime/debug"
 	"sync"
+	"time"
 
 	"github.com/cockroachdb/errors"
+	"go.uber.org/atomic"
 	"go.uber.org/zap"
 
 	"github.com/milvus-io/milvus/pkg/v2/log"
 	"github.com/milvus-io/milvus/pkg/v2/proto/indexpb"
 	"github.com/milvus-io/milvus/pkg/v2/util/merr"
-	"github.com/milvus-io/milvus/pkg/v2/util/paramtable"
 )
 
 // TaskQueue is a queue used to store tasks.
@@ -42,6 +43,8 @@ type TaskQueue interface {
 	PopActiveTask(tName string) Task
 	Enqueue(t Task) error
 	GetTaskNum() (int, int)
+	GetUsingSlot() int64
+	GetActiveSlot() int64
 }
 
 // BaseTaskQueue is a basic instance of TaskQueue.
@@ -55,6 +58,7 @@ type IndexTaskQueue struct {
 	maxTaskNum int64
 
 	utBufChan chan struct{} // to block scheduler
+	usingSlot atomic.Int64
 
 	sched *TaskScheduler
 }
@@ -86,6 +90,21 @@ func (queue *IndexTaskQueue) addUnissuedTask(t Task) error {
 	return nil
 }
 
+func (queue *IndexTaskQueue) GetUsingSlot() int64 {
+	return queue.usingSlot.Load()
+}
+
+func (queue *IndexTaskQueue) GetActiveSlot() int64 {
+	queue.atLock.Lock()
+	defer queue.atLock.Unlock()
+
+	slots := int64(0)
+	for _, t := range queue.activeTasks {
+		slots += t.GetSlot()
+	}
+	return slots
+}
+
 // PopUnissuedTask pops a task from tasks queue.
 func (queue *IndexTaskQueue) PopUnissuedTask() Task {
 	queue.utLock.Lock()
@@ -123,6 +142,7 @@ func (queue *IndexTaskQueue) PopActiveTask(tName string) Task {
 	t, ok := queue.activeTasks[tName]
 	if ok {
 		delete(queue.activeTasks, tName)
+		queue.usingSlot.Sub(t.GetSlot())
 		return t
 	}
 	log.Ctx(queue.sched.ctx).Debug("task was not found in the active task list", zap.String("TaskName", tName))
@@ -135,7 +155,12 @@ func (queue *IndexTaskQueue) Enqueue(t Task) error {
 	if err != nil {
 		return err
 	}
-	return queue.addUnissuedTask(t)
+	if err = queue.addUnissuedTask(t); err != nil {
+		return err
+	}
+
+	queue.usingSlot.Add(t.GetSlot())
+	return nil
 }
 
 func (queue *IndexTaskQueue) GetTaskNum() (int, int) {
@@ -164,6 +189,8 @@ func NewIndexBuildTaskQueue(sched *TaskScheduler) *IndexTaskQueue {
 
 		utBufChan: make(chan struct{}, 1024),
 		sched:     sched,
+
+		usingSlot: atomic.Int64{},
 	}
 }
 
@@ -171,37 +198,23 @@ func NewIndexBuildTaskQueue(sched *TaskScheduler) *IndexTaskQueue {
 type TaskScheduler struct {
 	TaskQueue TaskQueue
 
-	BuildParallel int
-	wg            sync.WaitGroup
-	ctx           context.Context
-	cancel        context.CancelFunc
+	wg     sync.WaitGroup
+	ctx    context.Context
+	cancel context.CancelFunc
 }
 
 // NewTaskScheduler creates a new task scheduler of indexing tasks.
 func NewTaskScheduler(ctx context.Context) *TaskScheduler {
 	ctx1, cancel := context.WithCancel(ctx)
 	s := &TaskScheduler{
-		ctx:           ctx1,
-		cancel:        cancel,
-		BuildParallel: paramtable.Get().DataNodeCfg.BuildParallel.GetAsInt(),
+		ctx:    ctx1,
+		cancel: cancel,
 	}
 	s.TaskQueue = NewIndexBuildTaskQueue(s)
 
 	return s
 }
 
-func (sched *TaskScheduler) scheduleIndexBuildTask() []Task {
-	ret := make([]Task, 0)
-	for i := 0; i < sched.BuildParallel; i++ {
-		t := sched.TaskQueue.PopUnissuedTask()
-		if t == nil {
-			return ret
-		}
-		ret = append(ret, t)
-	}
-	return ret
-}
-
 func getStateFromError(err error) indexpb.JobState {
 	if errors.Is(err, errCancel) {
 		return indexpb.JobState_JobStateRetry
@@ -250,16 +263,18 @@ func (sched *TaskScheduler) indexBuildLoop() {
 		case <-sched.ctx.Done():
 			return
 		case <-sched.TaskQueue.utChan():
-			tasks := sched.scheduleIndexBuildTask()
-			var wg sync.WaitGroup
-			for _, t := range tasks {
-				wg.Add(1)
-				go func(group *sync.WaitGroup, t Task) {
-					defer group.Done()
-					sched.processTask(t, sched.TaskQueue)
-				}(&wg, t)
+			t := sched.TaskQueue.PopUnissuedTask()
+			for {
+				totalSlot := CalculateNodeSlots()
+				availableSlot := totalSlot - sched.TaskQueue.GetActiveSlot()
+				if availableSlot >= t.GetSlot() || totalSlot == availableSlot {
+					go func(t Task) {
+						sched.processTask(t, sched.TaskQueue)
+					}(t)
+					break
+				}
+				time.Sleep(time.Millisecond * 50)
 			}
-			wg.Wait()
 		}
 	}
 }
diff --git a/internal/datanode/index/scheduler_test.go b/internal/datanode/index/scheduler_test.go
index 3baae6faaf..53adb95d10 100644
--- a/internal/datanode/index/scheduler_test.go
+++ b/internal/datanode/index/scheduler_test.go
@@ -103,6 +103,10 @@ func (t *fakeTask) Ctx() context.Context {
 	return t.ctx
 }
 
+func (t *fakeTask) GetSlot() int64 {
+	return 1
+}
+
 func (t *fakeTask) OnEnqueue(ctx context.Context) error {
 	_taskwg.Add(1)
 	t.state = fakeTaskEnqueued
diff --git a/internal/datanode/index/task.go b/internal/datanode/index/task.go
index dc57769583..9c6078326c 100644
--- a/internal/datanode/index/task.go
+++ b/internal/datanode/index/task.go
@@ -44,4 +44,5 @@ type Task interface {
 	Execute(context.Context) error
 	PostExecute(context.Context) error
 	Reset()
+	GetSlot() int64
 }
diff --git a/internal/datanode/index/task_analyze.go b/internal/datanode/index/task_analyze.go
index d15e692b31..259fe6a1ab 100644
--- a/internal/datanode/index/task_analyze.go
+++ b/internal/datanode/index/task_analyze.go
@@ -71,6 +71,10 @@ func (at *analyzeTask) Name() string {
 	return at.ident
 }
 
+func (at *analyzeTask) GetSlot() int64 {
+	return at.req.GetTaskSlot()
+}
+
 func (at *analyzeTask) PreExecute(ctx context.Context) error {
 	at.queueDur = at.tr.RecordSpan()
 	log := log.Ctx(ctx).With(zap.String("clusterID", at.req.GetClusterID()),
diff --git a/internal/datanode/index/task_index.go b/internal/datanode/index/task_index.go
index 877bfeef70..f8e64eeb8f 100644
--- a/internal/datanode/index/task_index.go
+++ b/internal/datanode/index/task_index.go
@@ -134,6 +134,10 @@ func (it *indexBuildTask) OnEnqueue(ctx context.Context) error {
 	return nil
 }
 
+func (it *indexBuildTask) GetSlot() int64 {
+	return it.req.GetTaskSlot()
+}
+
 func (it *indexBuildTask) PreExecute(ctx context.Context) error {
 	it.queueDur = it.tr.RecordSpan()
 	log.Ctx(ctx).Info("Begin to prepare indexBuildTask", zap.Int64("buildID", it.req.GetBuildID()),
diff --git a/internal/datanode/index/task_stats.go b/internal/datanode/index/task_stats.go
index a146e85ccb..ca38041960 100644
--- a/internal/datanode/index/task_stats.go
+++ b/internal/datanode/index/task_stats.go
@@ -113,6 +113,10 @@ func (st *statsTask) GetState() indexpb.JobState {
 	return st.manager.GetStatsTaskState(st.req.GetClusterID(), st.req.GetTaskID())
 }
 
+func (st *statsTask) GetSlot() int64 {
+	return st.req.GetTaskSlot()
+}
+
 func (st *statsTask) PreExecute(ctx context.Context) error {
 	ctx, span := otel.Tracer(typeutil.IndexNodeRole).Start(ctx, fmt.Sprintf("Stats-PreExecute-%s-%d", st.req.GetClusterID(), st.req.GetTaskID()))
 	defer span.End()
diff --git a/internal/datanode/index/util.go b/internal/datanode/index/util.go
index 89020d49b7..95d7c0d7a2 100644
--- a/internal/datanode/index/util.go
+++ b/internal/datanode/index/util.go
@@ -29,10 +29,12 @@ import "C"
 
 import (
 	"github.com/cockroachdb/errors"
+	"github.com/milvus-io/milvus/pkg/v2/util/paramtable"
 
 	"github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
 	"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
 	"github.com/milvus-io/milvus/pkg/v2/common"
+	"github.com/milvus-io/milvus/pkg/v2/util/hardware"
 )
 
 func getCurrentIndexVersion(v int32) int32 {
@@ -76,3 +78,15 @@ func mapToKVPairs(m map[string]string) []*commonpb.KeyValuePair {
 	}
 	return kvs
 }
+
+func CalculateNodeSlots() int64 {
+	cpuNum := hardware.GetCPUNum()
+	memory := hardware.GetMemoryCount()
+
+	slot := int64(cpuNum / 2)
+	memorySlot := int64(memory / (8 * 1024 * 1024 * 1024))
+	if slot > memorySlot {
+		slot = memorySlot
+	}
+	return max(slot, 1) * paramtable.Get().DataNodeCfg.WorkerSlotUnit.GetAsInt64() * paramtable.Get().DataNodeCfg.BuildParallel.GetAsInt64()
+}
diff --git a/internal/datanode/index_services.go b/internal/datanode/index_services.go
index eba3d70177..b6bb3d5d6c 100644
--- a/internal/datanode/index_services.go
+++ b/internal/datanode/index_services.go
@@ -203,21 +203,19 @@ func (node *DataNode) GetJobStats(ctx context.Context, req *workerpb.GetJobStats
 	defer node.lifetime.Done()
 	unissued, active := node.taskScheduler.TaskQueue.GetTaskNum()
 
-	slots := 0
-	if node.taskScheduler.BuildParallel > unissued+active {
-		slots = node.taskScheduler.BuildParallel - unissued - active
-	}
+	slots := node.totalSlot - node.taskScheduler.TaskQueue.GetUsingSlot()
 	log.Ctx(ctx).Info("Get Index Job Stats",
 		zap.Int("unissued", unissued),
 		zap.Int("active", active),
-		zap.Int("slot", slots),
+		zap.Int64("slots", slots),
 	)
 	return &workerpb.GetJobStatsResponse{
 		Status:           merr.Success(),
 		TotalJobNum:      int64(active) + int64(unissued),
 		InProgressJobNum: int64(active),
 		EnqueueJobNum:    int64(unissued),
-		TaskSlots:        int64(slots),
+		TotalSlots:       node.totalSlot,
+		AvailableSlots:   slots,
 	}, nil
 }
 
@@ -258,6 +256,7 @@ func (node *DataNode) CreateJobV2(ctx context.Context, req *workerpb.CreateJobV2
 			zap.Int64("fieldID", indexRequest.GetFieldID()),
 			zap.String("fieldType", indexRequest.GetFieldType().String()),
 			zap.Any("field", indexRequest.GetField()),
+			zap.Int64("taskSlot", indexRequest.GetTaskSlot()),
 		)
 		taskCtx, taskCancel := context.WithCancel(node.ctx)
 		if oldInfo := node.taskManager.LoadOrStoreIndexTask(indexRequest.GetClusterID(), indexRequest.GetBuildID(), &index.IndexTaskInfo{
@@ -304,7 +303,9 @@ func (node *DataNode) CreateJobV2(ctx context.Context, req *workerpb.CreateJobV2
 			zap.Int64("dim", analyzeRequest.GetDim()),
 			zap.Float64("trainSizeRatio", analyzeRequest.GetMaxTrainSizeRatio()),
 			zap.Int64("numClusters", analyzeRequest.GetNumClusters()),
+			zap.Int64("taskSlot", analyzeRequest.GetTaskSlot()),
 		)
+
 		taskCtx, taskCancel := context.WithCancel(node.ctx)
 		if oldInfo := node.taskManager.LoadOrStoreAnalyzeTask(analyzeRequest.GetClusterID(), analyzeRequest.GetTaskID(), &index.AnalyzeTaskInfo{
 			Cancel: taskCancel,
@@ -334,6 +335,7 @@ func (node *DataNode) CreateJobV2(ctx context.Context, req *workerpb.CreateJobV2
 			zap.String("subJobType", statsRequest.GetSubJobType().String()),
 			zap.Int64("startLogID", statsRequest.GetStartLogID()),
 			zap.Int64("endLogID", statsRequest.GetEndLogID()),
+			zap.Int64("taskSlot", statsRequest.GetTaskSlot()),
 		)
 
 		taskCtx, taskCancel := context.WithCancel(node.ctx)
diff --git a/internal/datanode/index_services_test.go b/internal/datanode/index_services_test.go
index 533b0f1cc2..001bd4b176 100644
--- a/internal/datanode/index_services_test.go
+++ b/internal/datanode/index_services_test.go
@@ -595,8 +595,6 @@ func (s *IndexServiceSuite) Test_CreateStatsTask() {
 		err = merr.Error(slotResp.GetStatus())
 		s.NoError(err)
 
-		s.Equal(int64(1), slotResp.GetTaskSlots())
-
 		status, err = s.in.DropJobsV2(ctx, &workerpb.DropJobsV2Request{
 			ClusterID: "cluster2",
 			TaskIDs:   []int64{taskID},
@@ -677,8 +675,6 @@ func (s *IndexServiceSuite) Test_CreateStatsTask() {
 		err = merr.Error(slotResp.GetStatus())
 		s.NoError(err)
 
-		s.Equal(int64(1), slotResp.GetTaskSlots())
-
 		status, err = s.in.DropJobsV2(ctx, &workerpb.DropJobsV2Request{
 			ClusterID: "cluster2",
 			TaskIDs:   []int64{taskID},
diff --git a/pkg/proto/worker.proto b/pkg/proto/worker.proto
index 3d81f23901..58a9f331e1 100644
--- a/pkg/proto/worker.proto
+++ b/pkg/proto/worker.proto
@@ -57,6 +57,7 @@ message CreateJobRequest {
   int32 current_scalar_index_version = 27;
   int64 storage_version = 28;
   int64 lack_binlog_rows = 29;
+  int64 task_slot = 30;
 }
 
 message QueryJobsRequest {
@@ -83,10 +84,11 @@ message GetJobStatsResponse {
   int64 total_job_num = 2;
   int64 in_progress_job_num = 3;
   int64 enqueue_job_num = 4;
-  int64 task_slots = 5;
+  int64 available_slots = 5;
   repeated index.JobInfo job_infos = 6;
   // deprecated
   bool enable_disk = 7;
+  int64 total_slots = 8;
 }
 
 message AnalyzeRequest {
@@ -107,6 +109,7 @@ message AnalyzeRequest {
   double min_cluster_size_ratio = 15;
   double max_cluster_size_ratio = 16;
   int64 max_cluster_size = 17;
+  int64 task_slot = 18;
 }
 
 message CreateStatsRequest {
@@ -130,6 +133,7 @@ message CreateStatsRequest {
   int64 task_version = 18;
   uint64 binlogMaxSize = 19;
   int64 storage_version = 20;
+  int64 task_slot = 21;
 }
 
 message CreateJobV2Request {
diff --git a/pkg/proto/workerpb/worker.pb.go b/pkg/proto/workerpb/worker.pb.go
index 3897b641d8..4a4dd301ea 100644
--- a/pkg/proto/workerpb/worker.pb.go
+++ b/pkg/proto/workerpb/worker.pb.go
@@ -58,6 +58,7 @@ type CreateJobRequest struct {
 	CurrentScalarIndexVersion int32                        `protobuf:"varint,27,opt,name=current_scalar_index_version,json=currentScalarIndexVersion,proto3" json:"current_scalar_index_version,omitempty"`
 	StorageVersion            int64                        `protobuf:"varint,28,opt,name=storage_version,json=storageVersion,proto3" json:"storage_version,omitempty"`
 	LackBinlogRows            int64                        `protobuf:"varint,29,opt,name=lack_binlog_rows,json=lackBinlogRows,proto3" json:"lack_binlog_rows,omitempty"`
+	TaskSlot                  int64                        `protobuf:"varint,30,opt,name=task_slot,json=taskSlot,proto3" json:"task_slot,omitempty"`
 }
 
 func (x *CreateJobRequest) Reset() {
@@ -295,6 +296,13 @@ func (x *CreateJobRequest) GetLackBinlogRows() int64 {
 	return 0
 }
 
+func (x *CreateJobRequest) GetTaskSlot() int64 {
+	if x != nil {
+		return x.TaskSlot
+	}
+	return 0
+}
+
 type QueryJobsRequest struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
@@ -515,10 +523,11 @@ type GetJobStatsResponse struct {
 	TotalJobNum      int64              `protobuf:"varint,2,opt,name=total_job_num,json=totalJobNum,proto3" json:"total_job_num,omitempty"`
 	InProgressJobNum int64              `protobuf:"varint,3,opt,name=in_progress_job_num,json=inProgressJobNum,proto3" json:"in_progress_job_num,omitempty"`
 	EnqueueJobNum    int64              `protobuf:"varint,4,opt,name=enqueue_job_num,json=enqueueJobNum,proto3" json:"enqueue_job_num,omitempty"`
-	TaskSlots        int64              `protobuf:"varint,5,opt,name=task_slots,json=taskSlots,proto3" json:"task_slots,omitempty"`
+	AvailableSlots   int64              `protobuf:"varint,5,opt,name=available_slots,json=availableSlots,proto3" json:"available_slots,omitempty"`
 	JobInfos         []*indexpb.JobInfo `protobuf:"bytes,6,rep,name=job_infos,json=jobInfos,proto3" json:"job_infos,omitempty"`
 	// deprecated
-	EnableDisk bool `protobuf:"varint,7,opt,name=enable_disk,json=enableDisk,proto3" json:"enable_disk,omitempty"`
+	EnableDisk bool  `protobuf:"varint,7,opt,name=enable_disk,json=enableDisk,proto3" json:"enable_disk,omitempty"`
+	TotalSlots int64 `protobuf:"varint,8,opt,name=total_slots,json=totalSlots,proto3" json:"total_slots,omitempty"`
 }
 
 func (x *GetJobStatsResponse) Reset() {
@@ -581,9 +590,9 @@ func (x *GetJobStatsResponse) GetEnqueueJobNum() int64 {
 	return 0
 }
 
-func (x *GetJobStatsResponse) GetTaskSlots() int64 {
+func (x *GetJobStatsResponse) GetAvailableSlots() int64 {
 	if x != nil {
-		return x.TaskSlots
+		return x.AvailableSlots
 	}
 	return 0
 }
@@ -602,6 +611,13 @@ func (x *GetJobStatsResponse) GetEnableDisk() bool {
 	return false
 }
 
+func (x *GetJobStatsResponse) GetTotalSlots() int64 {
+	if x != nil {
+		return x.TotalSlots
+	}
+	return 0
+}
+
 type AnalyzeRequest struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
@@ -624,6 +640,7 @@ type AnalyzeRequest struct {
 	MinClusterSizeRatio float64                         `protobuf:"fixed64,15,opt,name=min_cluster_size_ratio,json=minClusterSizeRatio,proto3" json:"min_cluster_size_ratio,omitempty"`
 	MaxClusterSizeRatio float64                         `protobuf:"fixed64,16,opt,name=max_cluster_size_ratio,json=maxClusterSizeRatio,proto3" json:"max_cluster_size_ratio,omitempty"`
 	MaxClusterSize      int64                           `protobuf:"varint,17,opt,name=max_cluster_size,json=maxClusterSize,proto3" json:"max_cluster_size,omitempty"`
+	TaskSlot            int64                           `protobuf:"varint,18,opt,name=task_slot,json=taskSlot,proto3" json:"task_slot,omitempty"`
 }
 
 func (x *AnalyzeRequest) Reset() {
@@ -777,6 +794,13 @@ func (x *AnalyzeRequest) GetMaxClusterSize() int64 {
 	return 0
 }
 
+func (x *AnalyzeRequest) GetTaskSlot() int64 {
+	if x != nil {
+		return x.TaskSlot
+	}
+	return 0
+}
+
 type CreateStatsRequest struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
@@ -802,6 +826,7 @@ type CreateStatsRequest struct {
 	TaskVersion     int64                      `protobuf:"varint,18,opt,name=task_version,json=taskVersion,proto3" json:"task_version,omitempty"`
 	BinlogMaxSize   uint64                     `protobuf:"varint,19,opt,name=binlogMaxSize,proto3" json:"binlogMaxSize,omitempty"`
 	StorageVersion  int64                      `protobuf:"varint,20,opt,name=storage_version,json=storageVersion,proto3" json:"storage_version,omitempty"`
+	TaskSlot        int64                      `protobuf:"varint,21,opt,name=task_slot,json=taskSlot,proto3" json:"task_slot,omitempty"`
 }
 
 func (x *CreateStatsRequest) Reset() {
@@ -976,6 +1001,13 @@ func (x *CreateStatsRequest) GetStorageVersion() int64 {
 	return 0
 }
 
+func (x *CreateStatsRequest) GetTaskSlot() int64 {
+	if x != nil {
+		return x.TaskSlot
+	}
+	return 0
+}
+
 type CreateJobV2Request struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
@@ -1799,7 +1831,7 @@ var file_worker_proto_rawDesc = []byte{
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@@ -1878,354 +1910,362 @@ var file_worker_proto_rawDesc = []byte{
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 }
 
 var (
diff --git a/pkg/util/paramtable/component_param.go b/pkg/util/paramtable/component_param.go
index 178261ca54..b32f2a045f 100644
--- a/pkg/util/paramtable/component_param.go
+++ b/pkg/util/paramtable/component_param.go
@@ -3621,6 +3621,9 @@ type dataCoordConfig struct {
 	ClusteringCompactionSlotUsage ParamItem `refreshable:"true"`
 	MixCompactionSlotUsage        ParamItem `refreshable:"true"`
 	L0DeleteCompactionSlotUsage   ParamItem `refreshable:"true"`
+	IndexTaskSlotUsage            ParamItem `refreshable:"true"`
+	StatsTaskSlotUsage            ParamItem `refreshable:"true"`
+	AnalyzeTaskSlotUsage          ParamItem `refreshable:"true"`
 
 	EnableStatsTask       ParamItem `refreshable:"true"`
 	TaskCheckInterval     ParamItem `refreshable:"true"`
@@ -4329,7 +4332,7 @@ During compaction, the size of segment # of rows is able to exceed segment max #
 	p.IndexTaskSchedulerInterval = ParamItem{
 		Key:          "indexCoord.scheduler.interval",
 		Version:      "2.0.0",
-		DefaultValue: "1000",
+		DefaultValue: "100",
 	}
 	p.IndexTaskSchedulerInterval.Init(base.mgr)
 
@@ -4519,6 +4522,36 @@ During compaction, the size of segment # of rows is able to exceed segment max #
 	}
 	p.L0DeleteCompactionSlotUsage.Init(base.mgr)
 
+	p.IndexTaskSlotUsage = ParamItem{
+		Key:          "dataCoord.slot.indexTaskSlotUsage",
+		Version:      "2.5.8",
+		Doc:          "slot usage of index task per 512mb",
+		DefaultValue: "64",
+		PanicIfEmpty: false,
+		Export:       true,
+	}
+	p.IndexTaskSlotUsage.Init(base.mgr)
+
+	p.StatsTaskSlotUsage = ParamItem{
+		Key:          "dataCoord.slot.statsTaskSlotUsage",
+		Version:      "2.5.8",
+		Doc:          "slot usage of stats task per 512mb",
+		DefaultValue: "8",
+		PanicIfEmpty: false,
+		Export:       true,
+	}
+	p.StatsTaskSlotUsage.Init(base.mgr)
+
+	p.AnalyzeTaskSlotUsage = ParamItem{
+		Key:          "dataCoord.slot.analyzeTaskSlotUsage",
+		Version:      "2.5.8",
+		Doc:          "slot usage of analyze task",
+		DefaultValue: "65535",
+		PanicIfEmpty: false,
+		Export:       true,
+	}
+	p.AnalyzeTaskSlotUsage.Init(base.mgr)
+
 	p.EnableStatsTask = ParamItem{
 		Key:          "dataCoord.statsTask.enable",
 		Version:      "2.5.0",
@@ -4635,10 +4668,9 @@ type dataNodeConfig struct {
 	DeltalogFormat ParamItem `refreshable:"false"`
 
 	// index services config
-	BuildParallel          ParamItem `refreshable:"false"`
-	EnableDisk             ParamItem `refreshable:"false"`
-	DiskCapacityLimit      ParamItem `refreshable:"true"`
-	MaxDiskUsagePercentage ParamItem `refreshable:"true"`
+	BuildParallel ParamItem `refreshable:"false"`
+
+	WorkerSlotUnit ParamItem `refreshable:"true"`
 }
 
 func (p *dataNodeConfig) init(base *BaseTable) {
@@ -5039,6 +5071,14 @@ if this parameter <= 0, will set it as 10`,
 		Export:       true,
 	}
 	p.BuildParallel.Init(base.mgr)
+
+	p.WorkerSlotUnit = ParamItem{
+		Key:          "dataNode.workerSlotUnit",
+		Version:      "2.5.7",
+		DefaultValue: "16",
+		Doc:          "Indicates how many slots each worker occupies per 2c8g",
+	}
+	p.WorkerSlotUnit.Init(base.mgr)
 }
 
 type streamingConfig struct {
diff --git a/tests/_helm/values/e2e/distributed b/tests/_helm/values/e2e/distributed
index 00b68eab32..28d064355a 100644
--- a/tests/_helm/values/e2e/distributed
+++ b/tests/_helm/values/e2e/distributed
@@ -101,9 +101,6 @@ extraConfigFiles:
     indexCoord:
       scheduler:
         interval: 100
-    indexNode:
-      scheduler:
-        buildParallel: 4
 metrics:
   serviceMonitor:
     enabled: true
diff --git a/tests/_helm/values/e2e/standalone b/tests/_helm/values/e2e/standalone
index 32623874af..6cb0bd0119 100644
--- a/tests/_helm/values/e2e/standalone
+++ b/tests/_helm/values/e2e/standalone
@@ -101,9 +101,6 @@ extraConfigFiles:
     indexCoord:
       scheduler:
         interval: 100
-    indexNode:
-      scheduler:
-        buildParallel: 4
 metrics:
   serviceMonitor:
     enabled: true
diff --git a/tests/_helm/values/e2e/standalone-kafka-mmap b/tests/_helm/values/e2e/standalone-kafka-mmap
index 3d503bec53..4fe45824ad 100644
--- a/tests/_helm/values/e2e/standalone-kafka-mmap
+++ b/tests/_helm/values/e2e/standalone-kafka-mmap
@@ -109,9 +109,6 @@ extraConfigFiles:
         interval: 1
       scheduler:
         interval: 100
-    indexNode:
-      scheduler:
-        buildParallel: 4
     queryNode:
       mmap:
         vectorField: true
diff --git a/tests/_helm/values/e2e/standalone-one-pod b/tests/_helm/values/e2e/standalone-one-pod
index 235a11c92e..eef35586fc 100644
--- a/tests/_helm/values/e2e/standalone-one-pod
+++ b/tests/_helm/values/e2e/standalone-one-pod
@@ -40,9 +40,6 @@ extraConfigFiles:
     indexCoord:
       scheduler:
         interval: 100
-    indexNode:
-      scheduler:
-        buildParallel: 4
 indexNode:
   enabled: false
   disk: