diff --git a/pkg/controllers/job/job_controller_actions.go b/pkg/controllers/job/job_controller_actions.go
index ca9c7e5132b..46eb40a553c 100644
--- a/pkg/controllers/job/job_controller_actions.go
+++ b/pkg/controllers/job/job_controller_actions.go
@@ -138,21 +138,12 @@ func (cc *Controller) createJob(jobInfo *apis.JobInfo, nextState state.UpdateSta
 	glog.V(3).Infof("Starting to create Job <%s/%s>", jobInfo.Job.Namespace, jobInfo.Job.Name)
 	defer glog.V(3).Infof("Finished Job <%s/%s> create", jobInfo.Job.Namespace, jobInfo.Job.Name)
 
-	job := jobInfo.Job
+	job := jobInfo.Job.DeepCopy()
 	glog.Infof("Current Version is: %d of job: %s/%s", job.Status.Version, job.Namespace, job.Name)
 
-	newJob, err := cc.needUpdateForVolumeClaim(job)
-	if err != nil {
+	if update, err := cc.filljob(job); err != nil || update {
 		return err
 	}
-	if newJob != nil {
-		if job, err := cc.vkClients.BatchV1alpha1().Jobs(job.Namespace).Update(newJob); err != nil {
-			glog.Errorf("Failed to update Job %v/%v: %v",
-				job.Namespace, job.Name, err)
-			return err
-		}
-		return nil
-	}
 
 	if err := cc.pluginOnJobAdd(job); err != nil {
 		cc.recorder.Event(job, v1.EventTypeWarning, string(vkv1.PluginError),
@@ -168,6 +159,18 @@ func (cc *Controller) createJob(jobInfo *apis.JobInfo, nextState state.UpdateSta
 		return err
 	}
 
+	if job, err := cc.vkClients.BatchV1alpha1().Jobs(job.Namespace).UpdateStatus(job); err != nil {
+		glog.Errorf("Failed to update status of Job %v/%v: %v",
+			job.Namespace, job.Name, err)
+		return err
+	} else {
+		if e := cc.cache.Update(job); e != nil {
+			glog.Errorf("CreateJob - Failed to update Job %v/%v in cache:  %v",
+				job.Namespace, job.Name, e)
+			return e
+		}
+	}
+
 	return nil
 }
 
@@ -356,10 +359,11 @@ func (cc *Controller) createJobIOIfNotExist(job *vkv1.Job) error {
 	return nil
 }
 
-func (cc *Controller) needUpdateForVolumeClaim(job *vkv1.Job) (*vkv1.Job, error) {
+func (cc *Controller) needUpdateForVolumeClaim(job *vkv1.Job) (bool, *vkv1.Job, error) {
 	// If VolumeClaimName does not exist, generate them for Job.
 	var newJob *vkv1.Job
 	volumes := job.Spec.Volumes
+	update := false
 	for index, volume := range volumes {
 		vcName := volume.VolumeClaimName
 		if len(vcName) == 0 {
@@ -368,7 +372,7 @@ func (cc *Controller) needUpdateForVolumeClaim(job *vkv1.Job) (*vkv1.Job, error)
 				vcName = fmt.Sprintf("%s-volume-%s", job.Name, randomStr)
 				exist, err := cc.checkPVCExist(job, vcName)
 				if err != nil {
-					return nil, err
+					return false, nil, err
 				}
 				if exist {
 					continue
@@ -377,11 +381,12 @@ func (cc *Controller) needUpdateForVolumeClaim(job *vkv1.Job) (*vkv1.Job, error)
 					newJob = job.DeepCopy()
 				}
 				newJob.Spec.Volumes[index].VolumeClaimName = vcName
+				update = true
 				break
 			}
 		}
 	}
-	return newJob, nil
+	return update, newJob, nil
 }
 
 func (cc *Controller) checkPVCExist(job *vkv1.Job, vcName string) (bool, error) {
@@ -494,3 +499,31 @@ func (cc *Controller) calcPGMinResources(job *vkv1.Job) *v1.ResourceList {
 
 	return minAvailableTasksRes.Convert2K8sResource()
 }
+
+func (cc *Controller) filljob(job *vkv1.Job) (bool, error) {
+	update, newJob, err := cc.needUpdateForVolumeClaim(job)
+	if err != nil {
+		return false, err
+	}
+	if update {
+		if _, err := cc.vkClients.BatchV1alpha1().Jobs(job.Namespace).Update(newJob); err != nil {
+			glog.Errorf("Failed to update Job %v/%v: %v",
+				job.Namespace, job.Name, err)
+			return false, err
+		}
+		return true, nil
+	} else if job.Status.State.Phase == "" {
+		job.Status.State.Phase = vkv1.Pending
+		if j, err := cc.vkClients.BatchV1alpha1().Jobs(job.Namespace).UpdateStatus(job); err != nil {
+			glog.Errorf("Failed to update status of Job %v/%v: %v",
+				job.Namespace, job.Name, err)
+		} else {
+			if e := cc.cache.Update(j); e != nil {
+				glog.Error("Failed to update cache status of Job %v/%v: %v", job.Namespace, job.Name, e)
+			}
+		}
+		return true, nil
+	}
+
+	return false, nil
+}
\ No newline at end of file
diff --git a/pkg/controllers/job/state/aborted.go b/pkg/controllers/job/state/aborted.go
index f7439c1bbca..104170615b4 100644
--- a/pkg/controllers/job/state/aborted.go
+++ b/pkg/controllers/job/state/aborted.go
@@ -28,7 +28,7 @@ type abortedState struct {
 func (as *abortedState) Execute(action vkv1.Action) error {
 	switch action {
 	case vkv1.ResumeJobAction:
-		return SyncJob(as.job, func(status *vkv1.JobStatus) {
+		return KillJob(as.job, func(status *vkv1.JobStatus) {
 			status.State.Phase = vkv1.Restarting
 			status.RetryCount++
 		})
diff --git a/pkg/controllers/job/state/aborting.go b/pkg/controllers/job/state/aborting.go
index f688daf9090..cae21cb466d 100644
--- a/pkg/controllers/job/state/aborting.go
+++ b/pkg/controllers/job/state/aborting.go
@@ -29,7 +29,7 @@ func (ps *abortingState) Execute(action vkv1.Action) error {
 	switch action {
 	case vkv1.ResumeJobAction:
 		// Already in Restarting phase, just sync it
-		return SyncJob(ps.job, func(status *vkv1.JobStatus) {
+		return KillJob(ps.job, func(status *vkv1.JobStatus) {
 			status.State.Phase = vkv1.Restarting
 			status.RetryCount++
 		})
diff --git a/pkg/controllers/job/state/factory.go b/pkg/controllers/job/state/factory.go
index f9a6be522a0..a24f6055437 100644
--- a/pkg/controllers/job/state/factory.go
+++ b/pkg/controllers/job/state/factory.go
@@ -47,7 +47,7 @@ func NewState(jobInfo *apis.JobInfo) State {
 		return &runningState{job: jobInfo}
 	case vkv1.Restarting:
 		return &restartingState{job: jobInfo}
-	case vkv1.Terminated, vkv1.Completed:
+	case vkv1.Terminated, vkv1.Completed, vkv1.Failed:
 		return &finishedState{job: jobInfo}
 	case vkv1.Terminating:
 		return &terminatingState{job: jobInfo}
@@ -57,8 +57,6 @@ func NewState(jobInfo *apis.JobInfo) State {
 		return &abortedState{job: jobInfo}
 	case vkv1.Completing:
 		return &completingState{job: jobInfo}
-	case vkv1.Failed:
-		return &failedState{job: jobInfo}
 	case vkv1.Inqueue:
 		return &inqueueState{job: jobInfo}
 	}
diff --git a/pkg/controllers/job/state/failed.go b/pkg/controllers/job/state/failed.go
deleted file mode 100644
index d969612a1f5..00000000000
--- a/pkg/controllers/job/state/failed.go
+++ /dev/null
@@ -1,30 +0,0 @@
-/*
-Copyright 2017 The Volcano Authors.
-
-Licensed under the Apache License, Version 2.0 (the "License");
-you may not use this file except in compliance with the License.
-You may obtain a copy of the License at
-
-    http://www.apache.org/licenses/LICENSE-2.0
-
-Unless required by applicable law or agreed to in writing, software
-distributed under the License is distributed on an "AS IS" BASIS,
-WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-See the License for the specific language governing permissions and
-limitations under the License.
-*/
-
-package state
-
-import (
-	vkv1 "volcano.sh/volcano/pkg/apis/batch/v1alpha1"
-	"volcano.sh/volcano/pkg/controllers/apis"
-)
-
-type failedState struct {
-	job *apis.JobInfo
-}
-
-func (ps *failedState) Execute(action vkv1.Action) error {
-	return KillJob(ps.job, nil)
-}
diff --git a/pkg/controllers/job/state/restarting.go b/pkg/controllers/job/state/restarting.go
index c59395e5e4e..a58dbd78111 100644
--- a/pkg/controllers/job/state/restarting.go
+++ b/pkg/controllers/job/state/restarting.go
@@ -26,7 +26,7 @@ type restartingState struct {
 }
 
 func (ps *restartingState) Execute(action vkv1.Action) error {
-	return SyncJob(ps.job, func(status *vkv1.JobStatus) {
+	return KillJob(ps.job, func(status *vkv1.JobStatus) {
 		phase := vkv1.Restarting
 
 		// Get the maximum number of retries.
@@ -39,12 +39,13 @@ func (ps *restartingState) Execute(action vkv1.Action) error {
 			// Failed is the phase that the job is restarted failed reached the maximum number of retries.
 			phase = vkv1.Failed
 		} else {
-			if status.Terminating == 0 {
-				if status.Running >= ps.job.Job.Spec.MinAvailable {
-					phase = vkv1.Running
-				} else {
-					phase = vkv1.Pending
-				}
+			total := int32(0)
+			for _, task := range ps.job.Job.Spec.Tasks {
+				total += task.Replicas
+			}
+
+			if total-status.Terminating >= status.MinAvailable {
+				phase = vkv1.Pending
 			}
 		}