diff --git a/internal/scheduler/service/utils/task/tasksync/infer.go b/internal/scheduler/service/utils/task/tasksync/infer.go
new file mode 100644
index 000000000..773088857
--- /dev/null
+++ b/internal/scheduler/service/utils/task/tasksync/infer.go
@@ -0,0 +1,390 @@
+package tasksync
+
+import (
+	"github.com/zeromicro/go-zero/core/logx"
+	"gitlink.org.cn/JointCloud/pcm-coordinator/internal/config"
+	"gitlink.org.cn/JointCloud/pcm-coordinator/internal/scheduler/database"
+	"gitlink.org.cn/JointCloud/pcm-coordinator/internal/scheduler/service/inference"
+	"gitlink.org.cn/JointCloud/pcm-coordinator/internal/scheduler/service/utils/jcs"
+	"gitlink.org.cn/JointCloud/pcm-coordinator/internal/storeLink"
+	"gitlink.org.cn/JointCloud/pcm-coordinator/pkg/constants"
+	"gitlink.org.cn/JointCloud/pcm-coordinator/pkg/models"
+	"net/http"
+	"strconv"
+	"sync"
+	"time"
+)
+
+type SyncInfer struct {
+	mu                  sync.Mutex
+	aiStorages          *database.AiStorage
+	inferenceAdapterMap map[string]map[string]inference.ICluster
+	config              *config.Config
+}
+
+func NewInferTask(storage *database.AiStorage, inferenceAdapterMap map[string]map[string]inference.ICluster, config *config.Config) *SyncInfer {
+	return &SyncInfer{
+		aiStorages:          storage,
+		inferenceAdapterMap: inferenceAdapterMap,
+		config:              config,
+	}
+}
+
+func (s *SyncInfer) UpdateDeployInstanceStatusBatch(insList []*models.AiInferDeployInstance, needfilter bool) {
+	s.mu.Lock()
+	defer s.mu.Unlock()
+	list := make([]*models.AiInferDeployInstance, len(insList))
+	copy(list, insList)
+
+	if needfilter {
+		for i := len(list) - 1; i >= 0; i-- {
+			if list[i].Status == constants.Running || list[i].Status == constants.Stopped || list[i].Status == constants.Failed {
+				list = append(list[:i], list[i+1:]...)
+			}
+		}
+	}
+
+	if len(list) == 0 {
+		return
+	}
+
+	buffer := make(chan bool, 3)
+	for _, instance := range list {
+		buffer <- true
+		go s.UpdateDeployInstanceStatus(instance, false, buffer)
+	}
+}
+
+func (s *SyncInfer) UpdateDeployTaskStatus() {
+	list, err := s.aiStorages.GetAllDeployTasks()
+	if err != nil {
+		return
+	}
+
+	ins := list[0]
+	for i := range list {
+		uTime, _ := time.Parse(time.RFC3339, ins.UpdateTime)
+		latest, _ := time.Parse(time.RFC3339, list[i].UpdateTime)
+		if latest.After(uTime) {
+			ins = list[i]
+		}
+	}
+	inslist, err := s.aiStorages.GetInstanceListByDeployTaskId(ins.Id)
+	if err != nil {
+		return
+	}
+
+	buffer := make(chan bool, 2)
+	for _, instance := range inslist {
+		buffer <- true
+		go s.UpdateDeployInstanceStatus(instance, false, buffer)
+	}
+}
+
+func (s *SyncInfer) UpdateDeployInstanceStatus(instance *models.AiInferDeployInstance, updatetime bool, ch chan bool) {
+	amap, found := s.inferenceAdapterMap[strconv.FormatInt(instance.AdapterId, 10)]
+	if !found {
+		if ch != nil {
+			<-ch
+			return
+		}
+		return
+	}
+	cmap, found := amap[strconv.FormatInt(instance.ClusterId, 10)]
+	if !found {
+		if ch != nil {
+			<-ch
+			return
+		}
+		return
+	}
+	h := http.Request{}
+	ins, err := cmap.GetInferDeployInstance(h.Context(), instance.InstanceId)
+	if err != nil {
+		if ch != nil {
+			<-ch
+			return
+		}
+		return
+	}
+	switch instance.ClusterType {
+	case storeLink.TYPE_OCTOPUS:
+		switch ins.Status {
+		case "running":
+			if instance.Status == constants.Running {
+				if ch != nil {
+					<-ch
+					return
+				}
+				return
+			}
+			url := ins.InferUrl
+			err := s.ReportInferenceStatusMessages(instance, instance.InstanceName, strconv.FormatInt(instance.DeployInstanceTaskId, 10), strconv.FormatInt(instance.ClusterId, 10), url, true, "")
+			if err != nil {
+				logx.Errorf("############ Report Infer Task Status Message Error %s", err.Error())
+			}
+			instance.Status = constants.Running
+		case "stopped":
+			if instance.Status == constants.Stopped {
+				if ch != nil {
+					<-ch
+					return
+				}
+				return
+			}
+			instance.Status = constants.Stopped
+		default:
+			instance.Status = ins.Status
+		}
+	case storeLink.TYPE_MODELARTS:
+		switch ins.Status {
+		case "running":
+			if instance.Status == constants.Running {
+				if ch != nil {
+					<-ch
+					return
+				}
+				return
+			}
+			url := ins.InferUrl
+			err := s.ReportInferenceStatusMessages(instance, instance.InstanceName, strconv.FormatInt(instance.DeployInstanceTaskId, 10), strconv.FormatInt(instance.ClusterId, 10), url, true, "")
+			if err != nil {
+				logx.Errorf("############ Report Infer Task Status Message Error %s", err.Error())
+			}
+			instance.Status = constants.Running
+		case "stopped":
+			if instance.Status == constants.Stopped {
+				if ch != nil {
+					<-ch
+					return
+				}
+				return
+			}
+			instance.Status = constants.Stopped
+		case "failed":
+			if instance.Status == constants.Failed {
+				if ch != nil {
+					<-ch
+					return
+				}
+				return
+			}
+			err := s.ReportInferenceStatusMessages(instance, instance.InstanceName, strconv.FormatInt(instance.DeployInstanceTaskId, 10), strconv.FormatInt(instance.ClusterId, 10), "", false, ins.Status)
+			if err != nil {
+				logx.Errorf("############ Report Infer Task Status Message Error %s", err.Error())
+			}
+			instance.Status = constants.Failed
+		default:
+			instance.Status = ins.Status
+		}
+	case storeLink.TYPE_SHUGUANGAI:
+		switch ins.Status {
+		case "Running":
+			if instance.Status == constants.Running {
+				if ch != nil {
+					<-ch
+					return
+				}
+				return
+			}
+			instance.Status = constants.Running
+		case "Terminated":
+			if instance.Status == constants.Stopped {
+				if ch != nil {
+					<-ch
+					return
+				}
+				return
+			}
+			instance.Status = constants.Stopped
+		default:
+			instance.Status = ins.Status
+		}
+	case storeLink.TYPE_OPENI:
+		switch ins.Status {
+		case "RUNNING":
+			if instance.Status == constants.Running {
+				if ch != nil {
+					<-ch
+					return
+				}
+				return
+			}
+			url := ins.InferUrl
+			err := s.ReportInferenceStatusMessages(instance, instance.InstanceName, strconv.FormatInt(instance.DeployInstanceTaskId, 10), strconv.FormatInt(instance.ClusterId, 10), url, true, "")
+			if err != nil {
+				logx.Errorf("############ Report Infer Task Status Message Error %s", err.Error())
+			}
+			instance.Status = constants.Running
+		case "STOPPED":
+			if instance.Status == constants.Stopped {
+				if ch != nil {
+					<-ch
+					return
+				}
+				return
+			}
+			instance.Status = constants.Stopped
+		case "CREATED_FAILED":
+			if instance.Status == constants.Failed {
+				if ch != nil {
+					<-ch
+					return
+				}
+				return
+			}
+			err := s.ReportInferenceStatusMessages(instance, instance.InstanceName, strconv.FormatInt(instance.DeployInstanceTaskId, 10), strconv.FormatInt(instance.ClusterId, 10), "", false, ins.Status)
+			if err != nil {
+				logx.Errorf("############ Report Infer Task Status Message Error %s", err.Error())
+			}
+			instance.Status = constants.Failed
+		case "FAILED":
+			if instance.Status == constants.Failed {
+				if ch != nil {
+					<-ch
+					return
+				}
+				return
+			}
+			err := s.ReportInferenceStatusMessages(instance, instance.InstanceName, strconv.FormatInt(instance.DeployInstanceTaskId, 10), strconv.FormatInt(instance.ClusterId, 10), "", false, ins.Status)
+			if err != nil {
+				logx.Errorf("############ Report Infer Task Status Message Error %s", err.Error())
+			}
+			instance.Status = constants.Failed
+		default:
+			instance.Status = ins.Status
+		}
+	}
+
+	err = s.aiStorages.UpdateInferDeployInstance(instance, updatetime)
+	if err != nil {
+		if ch != nil {
+			<-ch
+			return
+		}
+		return
+	}
+
+	if ch != nil {
+		<-ch
+		return
+	}
+}
+
+func (s *SyncInfer) UpdateAutoStoppedInstance() {
+	list, err := s.aiStorages.GetInferDeployInstanceList()
+	if err != nil {
+		return
+	}
+
+	if len(list) == 0 {
+		return
+	}
+
+	s.UpdateDeployInstanceStatusBatch(list, false)
+}
+
+func (s *SyncInfer) CheckStopStatus(in *inference.DeployInstance) bool {
+	switch in.ClusterType {
+	case storeLink.TYPE_OCTOPUS:
+		switch in.Status {
+		case "stopped":
+			return true
+		default:
+			return false
+		}
+	case storeLink.TYPE_MODELARTS:
+		switch in.Status {
+		case "stopped":
+			return true
+		default:
+			return false
+		}
+	case storeLink.TYPE_SHUGUANGAI:
+		switch in.Status {
+		case "Terminated":
+			return true
+		default:
+			return false
+		}
+	case storeLink.TYPE_OPENI:
+		switch in.Status {
+		case "STOPPED":
+			return true
+		default:
+			return false
+		}
+	default:
+		return false
+	}
+}
+
+func (s *SyncInfer) CheckRunningStatus(in *inference.DeployInstance) bool {
+	switch in.ClusterType {
+	case storeLink.TYPE_OCTOPUS:
+		switch in.Status {
+		case "running":
+			return true
+		default:
+			return false
+		}
+	case storeLink.TYPE_MODELARTS:
+		switch in.Status {
+		case "running":
+			return true
+		default:
+			return false
+		}
+	case storeLink.TYPE_SHUGUANGAI:
+		switch in.Status {
+		case "Running":
+			return true
+		default:
+			return false
+		}
+	case storeLink.TYPE_OPENI:
+		switch in.Status {
+		case "RUNNING":
+			return true
+		case "WAITING":
+			return true
+		default:
+			return false
+		}
+	default:
+		return false
+	}
+}
+
+func (s *SyncInfer) ReportInferenceStatusMessages(ins *models.AiInferDeployInstance, taskName string, taskId string, clusterId string, url string, status bool, msg string) error {
+	var id string
+	var adapterID string
+	var clusterID string
+	var instanceID string
+	if ins != nil {
+		id = strconv.FormatInt(ins.Id, 10)
+		adapterID = strconv.FormatInt(ins.AdapterId, 10)
+		clusterID = strconv.FormatInt(ins.ClusterId, 10)
+		instanceID = ins.InstanceId
+	}
+	report := &jcs.JobStatusReportReq{}
+	reportMsg := &jcs.InferReportMessage{
+		Type:       "Inference",
+		TaskName:   taskName,
+		TaskID:     taskId,
+		Status:     status,
+		Message:    msg,
+		Url:        url,
+		ID:         id,
+		AdapterID:  adapterID,
+		ClusterID:  clusterID,
+		InstanceID: instanceID,
+	}
+	report.Report = reportMsg
+
+	err := jcs.StatusReport(s.config.JcsMiddleware.JobStatusReportUrl, report)
+	if err != nil {
+		return err
+	}
+	return nil
+}
diff --git a/internal/scheduler/service/utils/task/tasksync/train.go b/internal/scheduler/service/utils/task/tasksync/train.go
new file mode 100644
index 000000000..79e816eae
--- /dev/null
+++ b/internal/scheduler/service/utils/task/tasksync/train.go
@@ -0,0 +1,225 @@
+package tasksync
+
+import (
+	"errors"
+	"fmt"
+	"github.com/zeromicro/go-zero/core/logx"
+	"gitlink.org.cn/JointCloud/pcm-coordinator/internal/config"
+	"gitlink.org.cn/JointCloud/pcm-coordinator/internal/scheduler/database"
+	"gitlink.org.cn/JointCloud/pcm-coordinator/internal/scheduler/service/collector"
+	"gitlink.org.cn/JointCloud/pcm-coordinator/internal/scheduler/service/utils/jcs"
+	"gitlink.org.cn/JointCloud/pcm-coordinator/internal/types"
+	"gitlink.org.cn/JointCloud/pcm-coordinator/pkg/constants"
+	"gitlink.org.cn/JointCloud/pcm-coordinator/pkg/models"
+	"google.golang.org/grpc/codes"
+	"google.golang.org/grpc/status"
+	"net/http"
+	"strconv"
+	"sync"
+)
+
+type SyncTrain struct {
+	mu                    sync.Mutex
+	aiStorages            *database.AiStorage
+	aiCollectorAdapterMap map[string]map[string]collector.AiCollector
+	config                *config.Config
+}
+
+func NewTrainTask(storage *database.AiStorage, aiCollectorAdapterMap map[string]map[string]collector.AiCollector, config *config.Config) *SyncTrain {
+	return &SyncTrain{
+		aiStorages:            storage,
+		aiCollectorAdapterMap: aiCollectorAdapterMap,
+		config:                config,
+	}
+}
+
+func (s *SyncTrain) UpdateAiTaskStatus(tasklist []*types.TaskModel) {
+	s.mu.Lock()
+	defer s.mu.Unlock()
+	list := make([]*types.TaskModel, len(tasklist))
+	copy(list, tasklist)
+	for i := len(list) - 1; i >= 0; i-- {
+		if list[i].AdapterTypeDict != "1" || list[i].Status == constants.Succeeded || list[i].Status == constants.Failed {
+			list = append(list[:i], list[i+1:]...)
+		}
+	}
+
+	if len(list) == 0 {
+		return
+	}
+
+	for _, task := range list {
+		aiTaskList, err := s.aiStorages.GetAiTaskListById(task.Id)
+		if err != nil {
+			logx.Errorf("UpdateAiTaskStatus Get AiTask Error %s", err.Error())
+		}
+
+		if len(aiTaskList) == 0 {
+			continue
+		}
+
+		go s.updateAiTask(aiTaskList)
+	}
+}
+
+func (s *SyncTrain) UpdateTaskStatus(tasklist []*types.TaskModel) {
+	s.mu.Lock()
+	defer s.mu.Unlock()
+	list := make([]*types.TaskModel, len(tasklist))
+	copy(list, tasklist)
+	for i := len(list) - 1; i >= 0; i-- {
+		if list[i].AdapterTypeDict != "1" || list[i].Status == constants.Succeeded || list[i].Status == constants.Failed || list[i].Status == constants.Cancelled {
+			list = append(list[:i], list[i+1:]...)
+		}
+	}
+
+	if len(list) == 0 {
+		return
+	}
+
+	for _, task := range list {
+		aiTask, err := s.aiStorages.GetAiTaskListById(task.Id)
+		if err != nil {
+			logx.Errorf("UpdateTaskStatus Get AiTask Error %s", err.Error())
+		}
+
+		if len(aiTask) == 0 {
+			continue
+		}
+
+		logx.Errorf("############ Report Status Message Before switch %s", task.Status)
+		if len(aiTask) == 1 {
+			logx.Errorf("############ Report Status Message Switch %s", aiTask[0].Status)
+			switch aiTask[0].Status {
+
+			case constants.Completed:
+				task.Status = constants.Succeeded
+				logx.Errorf("############ Report Status Message Before Sending %s", task.Status)
+
+				err = s.reportStatusMessages(task, aiTask[0], true)
+				if err != nil {
+					logx.Errorf("reportStatusMessages Error %s", err.Error())
+				}
+			case constants.Failed:
+				task.Status = constants.Failed
+				logx.Errorf("############ Report Status Message Before Sending %s", task.Status)
+
+				err = s.reportStatusMessages(task, aiTask[0], false)
+				if err != nil {
+					logx.Errorf("reportStatusMessages Error %s", err.Error())
+				}
+
+			default:
+				task.Status = aiTask[0].Status
+			}
+
+			task.StartTime = aiTask[0].StartTime
+			task.EndTime = aiTask[0].EndTime
+			err := s.aiStorages.UpdateTask(task)
+			if err != nil {
+				logx.Errorf("UpdateTaskStatus Update Task Error %s", err.Error())
+			}
+		}
+
+	}
+}
+
+func (s *SyncTrain) updateAiTask(aiTaskList []*models.TaskAi) {
+	var wg sync.WaitGroup
+	for _, aitask := range aiTaskList {
+		t := aitask
+		if t.Status == constants.Completed || t.Status == constants.Failed || t.JobId == "" || t.Status == constants.Cancelled {
+			continue
+		}
+		wg.Add(1)
+		go func() {
+			h := http.Request{}
+			trainingTask, err := s.aiCollectorAdapterMap[strconv.FormatInt(t.AdapterId, 10)][strconv.FormatInt(t.ClusterId, 10)].GetTrainingTask(h.Context(), t.JobId)
+			if err != nil {
+				if status.Code(err) == codes.DeadlineExceeded {
+					msg := fmt.Sprintf("###UpdateAiTaskStatus###, AiTaskId: %v, clusterId: %v , JobId: %v,  error: %v \n", t.Id, t.ClusterId, t.JobId, err.Error())
+					logx.Errorf(errors.New(msg).Error())
+					wg.Done()
+					return
+				}
+
+				msg := fmt.Sprintf("###UpdateAiTaskStatus###, AiTaskId: %v, clusterId: %v , JobId: %v,  error: %v \n", t.Id, t.ClusterId, t.JobId, err.Error())
+				logx.Errorf(errors.New(msg).Error())
+				wg.Done()
+				return
+			}
+			if trainingTask == nil {
+				wg.Done()
+				return
+			}
+			switch trainingTask.Status {
+			case constants.Running:
+				if t.Status != trainingTask.Status {
+					s.aiStorages.AddNoticeInfo(strconv.FormatInt(t.AdapterId, 10), t.AdapterName, strconv.FormatInt(t.ClusterId, 10), t.ClusterName, t.Name, "running", "任务运行中")
+					t.Status = trainingTask.Status
+				}
+			case constants.Failed:
+				if t.Status != trainingTask.Status {
+					s.aiStorages.AddNoticeInfo(strconv.FormatInt(t.AdapterId, 10), t.AdapterName, strconv.FormatInt(t.ClusterId, 10), t.ClusterName, t.Name, "failed", "任务失败")
+					t.Status = trainingTask.Status
+				}
+			case constants.Completed:
+				if t.Status != trainingTask.Status {
+					s.aiStorages.AddNoticeInfo(strconv.FormatInt(t.AdapterId, 10), t.AdapterName, strconv.FormatInt(t.ClusterId, 10), t.ClusterName, t.Name, "completed", "任务完成")
+					t.Status = trainingTask.Status
+				}
+			default:
+				if t.Status != trainingTask.Status {
+					s.aiStorages.AddNoticeInfo(strconv.FormatInt(t.AdapterId, 10), t.AdapterName, strconv.FormatInt(t.ClusterId, 10), t.ClusterName, t.Name, "pending", "任务pending")
+					t.Status = trainingTask.Status
+				}
+			}
+			t.StartTime = trainingTask.Start
+			t.EndTime = trainingTask.End
+			err = s.aiStorages.UpdateAiTask(t)
+			if err != nil {
+				msg := fmt.Sprintf("###UpdateAiTaskStatus###, AiTaskId: %v, clusterId: %v , JobId: %v,  error: %v \n", t.Id, t.ClusterId, t.JobId, err.Error())
+				logx.Errorf(errors.New(msg).Error())
+				wg.Done()
+				return
+			}
+			wg.Done()
+		}()
+	}
+	wg.Wait()
+}
+
+func (s *SyncTrain) reportStatusMessages(task *types.TaskModel, aiTask *models.TaskAi, status bool) error {
+	report := &jcs.JobStatusReportReq{}
+	reportMsg := &jcs.TrainReportMessage{
+		Type:     "Train",
+		TaskName: task.Name,
+		TaskID:   strconv.FormatInt(task.Id, 10),
+	}
+
+	var output string
+	switch aiTask.ClusterName {
+	case "openI":
+		output = aiTask.JobId
+	case "鹏城云脑II-modelarts":
+		output = aiTask.Output
+	}
+
+	reportMsg.Status = status
+	reportMsg.Message = ""
+	reportMsg.ClusterID = strconv.FormatInt(aiTask.ClusterId, 10)
+	reportMsg.Output = output
+
+	report.Report = reportMsg
+
+	err := jcs.StatusReport(s.config.JcsMiddleware.JobStatusReportUrl, report)
+	if err != nil {
+		return err
+	}
+
+	err = jcs.TempSaveReportToTask(s.aiStorages, task, report)
+	if err != nil {
+		return err
+	}
+	return nil
+}