diff --git a/.github/workflows/e2e_spark.yaml b/.github/workflows/e2e_spark.yaml
index e70bf26be9..e67d7cee2b 100644
--- a/.github/workflows/e2e_spark.yaml
+++ b/.github/workflows/e2e_spark.yaml
@@ -62,6 +62,7 @@ jobs:
       run: |
         eval $(minikube docker-env)
         make TAG=latest update-development-yaml
+        sed -i 's/imagePullPolicy: Always/imagePullPolicy: IfNotPresent/g' installer/volcano-development.yaml
         make TAG=latest images
         docker images | grep volcano
         cat ./installer/volcano-development.yaml  | grep image:
diff --git a/cmd/controller-manager/app/options/options.go b/cmd/controller-manager/app/options/options.go
index 4ed6754f10..273b510379 100644
--- a/cmd/controller-manager/app/options/options.go
+++ b/cmd/controller-manager/app/options/options.go
@@ -37,6 +37,7 @@ const (
 	defaultMaxRequeueNum       = 15
 	defaultSchedulerName       = "volcano"
 	defaultHealthzAddress      = ":11251"
+	defaultListenAddress       = ":8081"
 	defaultLockObjectNamespace = "volcano-system"
 	defaultPodGroupWorkers     = 5
 	defaultGCWorkers           = 1
@@ -70,6 +71,8 @@ type ServerOption struct {
 	// defaulting to 0.0.0.0:11251
 	HealthzBindAddress string
 	EnableHealthz      bool
+	EnableMetrics      bool
+	ListenAddress      string
 	// To determine whether inherit owner's annotations for pods when create podgroup
 	InheritOwnerAnnotations bool
 	// WorkerThreadsForPG is the number of threads syncing podgroup operations
@@ -114,6 +117,8 @@ func (s *ServerOption) AddFlags(fs *pflag.FlagSet, knownControllers []string) {
 	fs.IntVar(&s.MaxRequeueNum, "max-requeue-num", defaultMaxRequeueNum, "The number of times a job, queue or command will be requeued before it is dropped out of the queue")
 	fs.StringVar(&s.HealthzBindAddress, "healthz-address", defaultHealthzAddress, "The address to listen on for the health check server.")
 	fs.BoolVar(&s.EnableHealthz, "enable-healthz", false, "Enable the health check; it is false by default")
+	fs.BoolVar(&s.EnableMetrics, "enable-metrics", false, "Enable the metrics function; it is false by default")
+	fs.StringVar(&s.ListenAddress, "listen-address", defaultListenAddress, "The address to listen on for HTTP requests.")
 	fs.BoolVar(&s.InheritOwnerAnnotations, "inherit-owner-annotations", true, "Enable inherit owner annotations for pods when create podgroup; it is enabled by default")
 	fs.Uint32Var(&s.WorkerThreadsForPG, "worker-threads-for-podgroup", defaultPodGroupWorkers, "The number of threads syncing podgroup operations. The larger the number, the faster the podgroup processing, but requires more CPU load.")
 	fs.Uint32Var(&s.WorkerThreadsForGC, "worker-threads-for-gc", defaultGCWorkers, "The number of threads for recycling jobs. The larger the number, the faster the job recycling, but requires more CPU load.")
diff --git a/cmd/controller-manager/app/options/options_test.go b/cmd/controller-manager/app/options/options_test.go
index a17e71f601..a0ee14a0e7 100644
--- a/cmd/controller-manager/app/options/options_test.go
+++ b/cmd/controller-manager/app/options/options_test.go
@@ -89,6 +89,7 @@ func TestAddFlags(t *testing.T) {
 		SchedulerNames:          []string{"volcano", "volcano2"},
 		MaxRequeueNum:           defaultMaxRequeueNum,
 		HealthzBindAddress:      ":11251",
+		ListenAddress:           defaultListenAddress,
 		InheritOwnerAnnotations: true,
 		LeaderElection: config.LeaderElectionConfiguration{
 			LeaderElect:       true,
diff --git a/cmd/controller-manager/app/server.go b/cmd/controller-manager/app/server.go
index 8b80986647..471d814a82 100644
--- a/cmd/controller-manager/app/server.go
+++ b/cmd/controller-manager/app/server.go
@@ -19,6 +19,7 @@ package app
 import (
 	"context"
 	"fmt"
+	"net/http"
 	"os"
 
 	v1 "k8s.io/api/core/v1"
@@ -40,6 +41,7 @@ import (
 	"volcano.sh/volcano/pkg/controllers/framework"
 	"volcano.sh/volcano/pkg/kube"
 	"volcano.sh/volcano/pkg/signals"
+	commonutil "volcano.sh/volcano/pkg/util"
 )
 
 // Run the controller.
@@ -48,13 +50,19 @@ func Run(opt *options.ServerOption) error {
 	if err != nil {
 		return err
 	}
-
 	if opt.EnableHealthz {
 		if err := helpers.StartHealthz(opt.HealthzBindAddress, "volcano-controller", opt.CaCertData, opt.CertData, opt.KeyData); err != nil {
 			return err
 		}
 	}
 
+	if opt.EnableMetrics {
+		go func() {
+			http.Handle("/metrics", commonutil.PromHandler())
+			klog.Fatalf("Prometheus Http Server failed %s", http.ListenAndServe(opt.ListenAddress, nil))
+		}()
+	}
+
 	run := startControllers(config, opt)
 
 	ctx := signals.SetupSignalContext()
diff --git a/cmd/scheduler/app/server.go b/cmd/scheduler/app/server.go
index c797ac4e19..cbe5909d9b 100644
--- a/cmd/scheduler/app/server.go
+++ b/cmd/scheduler/app/server.go
@@ -31,15 +31,11 @@ import (
 	"volcano.sh/volcano/pkg/signals"
 	commonutil "volcano.sh/volcano/pkg/util"
 
-	"github.com/prometheus/client_golang/prometheus"
-	"github.com/prometheus/client_golang/prometheus/collectors"
-	"github.com/prometheus/client_golang/prometheus/promhttp"
 	v1 "k8s.io/api/core/v1"
 	"k8s.io/apimachinery/pkg/util/uuid"
 	clientset "k8s.io/client-go/kubernetes"
 	"k8s.io/client-go/kubernetes/scheme"
 	corev1 "k8s.io/client-go/kubernetes/typed/core/v1"
-	"k8s.io/component-base/metrics/legacyregistry"
 	"k8s.io/klog/v2"
 
 	// Register gcp auth
@@ -75,7 +71,7 @@ func Run(opt *options.ServerOption) error {
 
 	if opt.EnableMetrics {
 		go func() {
-			http.Handle("/metrics", promHandler())
+			http.Handle("/metrics", commonutil.PromHandler())
 			klog.Fatalf("Prometheus Http Server failed %s", http.ListenAndServe(opt.ListenAddress, nil))
 		}()
 	}
@@ -146,10 +142,3 @@ func Run(opt *options.ServerOption) error {
 	})
 	return fmt.Errorf("lost lease")
 }
-
-func promHandler() http.Handler {
-	// Unregister go and process related collector because it's duplicated and `legacyregistry.DefaultGatherer` also has registered them.
-	prometheus.DefaultRegisterer.Unregister(collectors.NewProcessCollector(collectors.ProcessCollectorOpts{}))
-	prometheus.DefaultRegisterer.Unregister(collectors.NewGoCollector())
-	return promhttp.InstrumentMetricHandler(prometheus.DefaultRegisterer, promhttp.HandlerFor(prometheus.Gatherers{prometheus.DefaultGatherer, legacyregistry.DefaultGatherer}, promhttp.HandlerOpts{}))
-}
diff --git a/installer/helm/chart/volcano/templates/controllers.yaml b/installer/helm/chart/volcano/templates/controllers.yaml
index 0375f6d5dd..3fc6cf35f5 100644
--- a/installer/helm/chart/volcano/templates/controllers.yaml
+++ b/installer/helm/chart/volcano/templates/controllers.yaml
@@ -156,6 +156,9 @@ spec:
             args:
               - --logtostderr
               - --enable-healthz=true
+              {{- if .Values.custom.controller_metrics_enable }}
+              - --enable-metrics=true
+              {{- end }}
               - --leader-elect={{ .Values.custom.leader_elect_enable }}
               {{- if $scheduler_name }}
               - --scheduler-name={{- $scheduler_name }}
@@ -170,4 +173,28 @@ spec:
             securityContext:
               {{- toYaml .Values.custom.controller_default_csc | nindent 14 }}
             {{- end }}
-{{- end }}
+---
+apiVersion: v1
+kind: Service
+metadata:
+  annotations:
+    prometheus.io/path: /metrics
+    prometheus.io/port: "8081"
+    prometheus.io/scrape: "true"
+  name: {{ .Release.Name }}-controllers-service
+  namespace: {{ .Release.Namespace }}
+  labels:
+    app: volcano-controller
+    {{- if .Values.custom.common_labels }}
+    {{- toYaml .Values.custom.common_labels | nindent 4 }}
+    {{- end }}
+spec:
+  ports:
+    - port: 8081
+      protocol: TCP
+      targetPort: 8081
+      name: "metrics"
+  selector:
+    app: volcano-controller
+  type: ClusterIP
+{{- end }}
\ No newline at end of file
diff --git a/installer/helm/chart/volcano/templates/scheduler.yaml b/installer/helm/chart/volcano/templates/scheduler.yaml
index 1e87a8788d..f5ad36863a 100644
--- a/installer/helm/chart/volcano/templates/scheduler.yaml
+++ b/installer/helm/chart/volcano/templates/scheduler.yaml
@@ -182,7 +182,9 @@ spec:
             - --scheduler-name={{- $scheduler_name }}
             {{- end }}
             - --enable-healthz=true
+            {{- if .Values.custom.scheduler_metrics_enable }}
             - --enable-metrics=true
+            {{- end }}
             - --leader-elect={{ .Values.custom.leader_elect_enable }}
             {{- if .Values.custom.leader_elect_enable }}
             - --leader-elect-resource-namespace={{ .Release.Namespace }}
diff --git a/installer/helm/chart/volcano/values.yaml b/installer/helm/chart/volcano/values.yaml
index e4128035a5..2da9920ffc 100644
--- a/installer/helm/chart/volcano/values.yaml
+++ b/installer/helm/chart/volcano/values.yaml
@@ -16,8 +16,10 @@ custom:
   admission_replicas: 1
   controller_enable: true
   controller_replicas: 1
+  controller_metrics_enable: true
   scheduler_enable: true
   scheduler_replicas: 1
+  scheduler_metrics_enable: true
   scheduler_name: ~
   leader_elect_enable: false
   enabled_admissions: "/jobs/mutate,/jobs/validate,/podgroups/mutate,/pods/validate,/pods/mutate,/queues/mutate,/queues/validate"
diff --git a/installer/volcano-development.yaml b/installer/volcano-development.yaml
index 6ebe086dce..f15783e40c 100644
--- a/installer/volcano-development.yaml
+++ b/installer/volcano-development.yaml
@@ -4331,6 +4331,28 @@ roleRef:
   apiGroup: rbac.authorization.k8s.io
 ---
 # Source: volcano/templates/controllers.yaml
+apiVersion: v1
+kind: Service
+metadata:
+  annotations:
+    prometheus.io/path: /metrics
+    prometheus.io/port: "8081"
+    prometheus.io/scrape: "true"
+  name: volcano-controllers-service
+  namespace: volcano-system
+  labels:
+    app: volcano-controller
+spec:
+  ports:
+    - port: 8081
+      protocol: TCP
+      targetPort: 8081
+      name: "metrics"
+  selector:
+    app: volcano-controller
+  type: ClusterIP
+---
+# Source: volcano/templates/controllers.yaml
 kind: Deployment
 apiVersion: apps/v1
 metadata:
@@ -4356,6 +4378,7 @@ spec:
             args:
               - --logtostderr
               - --enable-healthz=true
+              - --enable-metrics=true
               - --leader-elect=false
               - -v=4
               - 2>&1
diff --git a/installer/volcano-monitoring-latest.yaml b/installer/volcano-monitoring-latest.yaml
index edd44d161e..2e5a4c871f 100644
--- a/installer/volcano-monitoring-latest.yaml
+++ b/installer/volcano-monitoring-latest.yaml
@@ -446,9 +446,6 @@ spec:
             timeoutSeconds: 5
       dnsPolicy: ClusterFirst
       
-      nodeSelector:
-        node.kubernetes.io/instance-type: controlpanel
-      
       serviceAccountName: kube-state-metrics
 ---
 # Source: volcano/templates/grafana.yaml
diff --git a/pkg/controllers/job/job_controller_handler.go b/pkg/controllers/job/job_controller_handler.go
index 979a108d1d..b97a25be29 100644
--- a/pkg/controllers/job/job_controller_handler.go
+++ b/pkg/controllers/job/job_controller_handler.go
@@ -36,6 +36,7 @@ import (
 	"volcano.sh/volcano/pkg/controllers/apis"
 	jobcache "volcano.sh/volcano/pkg/controllers/cache"
 	jobhelpers "volcano.sh/volcano/pkg/controllers/job/helpers"
+	"volcano.sh/volcano/pkg/controllers/job/state"
 )
 
 func (cc *jobcontroller) addCommand(obj interface{}) {
@@ -133,6 +134,9 @@ func (cc *jobcontroller) deleteJob(obj interface{}) {
 		klog.Errorf("Failed to delete job <%s/%s>: %v in cache",
 			job.Namespace, job.Name, err)
 	}
+
+	// Delete job metrics
+	state.DeleteJobMetrics(fmt.Sprintf("%s/%s", job.Namespace, job.Name), job.Spec.Queue)
 }
 
 func (cc *jobcontroller) addPod(obj interface{}) {
diff --git a/pkg/controllers/job/state/completing.go b/pkg/controllers/job/state/completing.go
index 0e24a4b6d9..1b7b102e2d 100644
--- a/pkg/controllers/job/state/completing.go
+++ b/pkg/controllers/job/state/completing.go
@@ -17,6 +17,8 @@ limitations under the License.
 package state
 
 import (
+	"fmt"
+
 	vcbatch "volcano.sh/apis/pkg/apis/batch/v1alpha1"
 	"volcano.sh/apis/pkg/apis/bus/v1alpha1"
 	"volcano.sh/volcano/pkg/controllers/apis"
@@ -33,6 +35,7 @@ func (ps *completingState) Execute(action v1alpha1.Action) error {
 			return false
 		}
 		status.State.Phase = vcbatch.Completed
+		UpdateJobCompleted(fmt.Sprintf("%s/%s", ps.job.Job.Namespace, ps.job.Job.Name), ps.job.Job.Spec.Queue)
 		return true
 	})
 }
diff --git a/pkg/controllers/job/state/metrics.go b/pkg/controllers/job/state/metrics.go
new file mode 100644
index 0000000000..b2531ad046
--- /dev/null
+++ b/pkg/controllers/job/state/metrics.go
@@ -0,0 +1,39 @@
+package state
+
+import (
+	"github.com/prometheus/client_golang/prometheus"
+	"github.com/prometheus/client_golang/prometheus/promauto"
+
+	"volcano.sh/volcano/pkg/scheduler/metrics"
+)
+
+var (
+	jobCompletedPhaseCount = promauto.NewCounterVec(
+		prometheus.CounterOpts{
+			Subsystem: metrics.VolcanoNamespace,
+			Name:      "job_completed_phase_count",
+			Help:      "Number of job completed phase",
+		}, []string{"job_name", "queue_name"},
+	)
+
+	jobFailedPhaseCount = promauto.NewCounterVec(
+		prometheus.CounterOpts{
+			Subsystem: metrics.VolcanoNamespace,
+			Name:      "job_failed_phase_count",
+			Help:      "Number of job failed phase",
+		}, []string{"job_name", "queue_name"},
+	)
+)
+
+func UpdateJobCompleted(jobName, queueName string) {
+	jobCompletedPhaseCount.WithLabelValues(jobName, queueName).Inc()
+}
+
+func UpdateJobFailed(jobName, queueName string) {
+	jobFailedPhaseCount.WithLabelValues(jobName, queueName).Inc()
+}
+
+func DeleteJobMetrics(jobName, queueName string) {
+	jobCompletedPhaseCount.DeleteLabelValues(jobName, queueName)
+	jobFailedPhaseCount.DeleteLabelValues(jobName, queueName)
+}
diff --git a/pkg/controllers/job/state/restarting.go b/pkg/controllers/job/state/restarting.go
index 08131ba237..7c7bc4404c 100644
--- a/pkg/controllers/job/state/restarting.go
+++ b/pkg/controllers/job/state/restarting.go
@@ -17,6 +17,8 @@ limitations under the License.
 package state
 
 import (
+	"fmt"
+
 	vcbatch "volcano.sh/apis/pkg/apis/batch/v1alpha1"
 	"volcano.sh/apis/pkg/apis/bus/v1alpha1"
 	"volcano.sh/volcano/pkg/controllers/apis"
@@ -34,6 +36,7 @@ func (ps *restartingState) Execute(action v1alpha1.Action) error {
 		if status.RetryCount >= maxRetry {
 			// Failed is the phase that the job is restarted failed reached the maximum number of retries.
 			status.State.Phase = vcbatch.Failed
+			UpdateJobFailed(fmt.Sprintf("%s/%s", ps.job.Job.Namespace, ps.job.Job.Name), ps.job.Job.Spec.Queue)
 			return true
 		}
 		total := int32(0)
diff --git a/pkg/controllers/job/state/running.go b/pkg/controllers/job/state/running.go
index 4c2ade17bb..ca0c688a2d 100644
--- a/pkg/controllers/job/state/running.go
+++ b/pkg/controllers/job/state/running.go
@@ -17,6 +17,8 @@ limitations under the License.
 package state
 
 import (
+	"fmt"
+
 	v1 "k8s.io/api/core/v1"
 
 	vcbatch "volcano.sh/apis/pkg/apis/batch/v1alpha1"
@@ -62,6 +64,7 @@ func (ps *runningState) Execute(action v1alpha1.Action) error {
 			minSuccess := ps.job.Job.Spec.MinSuccess
 			if minSuccess != nil && status.Succeeded >= *minSuccess {
 				status.State.Phase = vcbatch.Completed
+				UpdateJobCompleted(fmt.Sprintf("%s/%s", ps.job.Job.Namespace, ps.job.Job.Name), ps.job.Job.Spec.Queue)
 				return true
 			}
 
@@ -76,6 +79,7 @@ func (ps *runningState) Execute(action v1alpha1.Action) error {
 						if taskStatus, ok := status.TaskStatusCount[task.Name]; ok {
 							if taskStatus.Phase[v1.PodSucceeded] < *task.MinAvailable {
 								status.State.Phase = vcbatch.Failed
+								UpdateJobFailed(fmt.Sprintf("%s/%s", ps.job.Job.Namespace, ps.job.Job.Name), ps.job.Job.Spec.Queue)
 								return true
 							}
 						}
@@ -84,10 +88,13 @@ func (ps *runningState) Execute(action v1alpha1.Action) error {
 
 				if minSuccess != nil && status.Succeeded < *minSuccess {
 					status.State.Phase = vcbatch.Failed
+					UpdateJobFailed(fmt.Sprintf("%s/%s", ps.job.Job.Namespace, ps.job.Job.Name), ps.job.Job.Spec.Queue)
 				} else if status.Succeeded >= ps.job.Job.Spec.MinAvailable {
 					status.State.Phase = vcbatch.Completed
+					UpdateJobCompleted(fmt.Sprintf("%s/%s", ps.job.Job.Namespace, ps.job.Job.Name), ps.job.Job.Spec.Queue)
 				} else {
 					status.State.Phase = vcbatch.Failed
+					UpdateJobFailed(fmt.Sprintf("%s/%s", ps.job.Job.Namespace, ps.job.Job.Name), ps.job.Job.Spec.Queue)
 				}
 				return true
 			}
diff --git a/pkg/scheduler/cache/cache.go b/pkg/scheduler/cache/cache.go
index f2498ee1aa..687f26533d 100644
--- a/pkg/scheduler/cache/cache.go
+++ b/pkg/scheduler/cache/cache.go
@@ -62,7 +62,6 @@ import (
 	vcinformer "volcano.sh/apis/pkg/client/informers/externalversions"
 	cpuinformerv1 "volcano.sh/apis/pkg/client/informers/externalversions/nodeinfo/v1alpha1"
 	vcinformerv1 "volcano.sh/apis/pkg/client/informers/externalversions/scheduling/v1beta1"
-
 	"volcano.sh/volcano/cmd/scheduler/app/options"
 	"volcano.sh/volcano/pkg/features"
 	schedulingapi "volcano.sh/volcano/pkg/scheduler/api"
diff --git a/pkg/util/util.go b/pkg/util/util.go
index 1038fd7977..d110e3cb9e 100644
--- a/pkg/util/util.go
+++ b/pkg/util/util.go
@@ -1,11 +1,17 @@
 package util
 
 import (
+	"net/http"
 	"time"
 
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
 	"k8s.io/client-go/tools/leaderelection/resourcelock"
 	"k8s.io/component-base/config"
+	"k8s.io/component-base/metrics/legacyregistry"
+
+	"github.com/prometheus/client_golang/prometheus"
+	"github.com/prometheus/client_golang/prometheus/collectors"
+	"github.com/prometheus/client_golang/prometheus/promhttp"
 )
 
 const (
@@ -47,3 +53,10 @@ func LeaderElectionDefault(l *config.LeaderElectionConfiguration) {
 	l.ResourceLock = resourcelock.LeasesResourceLock
 	l.ResourceNamespace = defaultLockObjectNamespace
 }
+
+func PromHandler() http.Handler {
+	// Unregister go and process related collector because it's duplicated and `legacyregistry.DefaultGatherer` also has registered them.
+	prometheus.DefaultRegisterer.Unregister(collectors.NewProcessCollector(collectors.ProcessCollectorOpts{}))
+	prometheus.DefaultRegisterer.Unregister(collectors.NewGoCollector())
+	return promhttp.InstrumentMetricHandler(prometheus.DefaultRegisterer, promhttp.HandlerFor(prometheus.Gatherers{prometheus.DefaultGatherer, legacyregistry.DefaultGatherer}, promhttp.HandlerOpts{}))
+}