diff --git a/installer/README.md b/installer/README.md
index a94a9774b5..808145c7a7 100644
--- a/installer/README.md
+++ b/installer/README.md
@@ -130,6 +130,7 @@ The following are the list configurable parameters of Volcano Chart and their de
 |`custom.controller_log_level`|Settings log print level for Controller|`4`|
 |`custom.scheduler_resources`|Resources for Scheduler pods|`~`|
 |`custom.scheduler_log_level`|Settings log print level for Scheduler|`3`|
+|`custom.scheduler_plugins_dir`| Settings dir for the Scheduler to load custom plugins|``|
 |`custom.webhooks_namespace_selector_expressions`|Additional namespace selector expressions for Volcano admission webhooks|`~`|
 |`service.ipFamilyPolicy`|Settings service the family policy|``|
 |`service.ipFamilies`|Settings service the address families|`[]`|
diff --git a/installer/helm/chart/volcano/templates/scheduler.yaml b/installer/helm/chart/volcano/templates/scheduler.yaml
index 68810c96b9..540cda85f9 100644
--- a/installer/helm/chart/volcano/templates/scheduler.yaml
+++ b/installer/helm/chart/volcano/templates/scheduler.yaml
@@ -201,6 +201,9 @@ spec:
             {{- if .Values.custom.scheduler_node_worker_threads }}
             - --node-worker-threads={{.Values.custom.scheduler_node_worker_threads}}
             {{- end }}
+            {{- if .Values.custom.scheduler_plugins_dir }}
+            - --plugins-dir={{ .Values.custom.scheduler_plugins_dir }}
+            {{- end }}
             - -v={{.Values.custom.scheduler_log_level}}
             - 2>&1
           env:
diff --git a/installer/helm/chart/volcano/values.yaml b/installer/helm/chart/volcano/values.yaml
index 3593802460..8ab586c612 100644
--- a/installer/helm/chart/volcano/values.yaml
+++ b/installer/helm/chart/volcano/values.yaml
@@ -21,6 +21,7 @@ custom:
   scheduler_enable: true
   scheduler_replicas: 1
   scheduler_metrics_enable: true
+  scheduler_plugins_dir: ""
   scheduler_name: ~
   leader_elect_enable: false
   controller_kube_api_qps: 50
diff --git a/pkg/scheduler/cache/cache.go b/pkg/scheduler/cache/cache.go
index 4630667b09..9c3464ed71 100644
--- a/pkg/scheduler/cache/cache.go
+++ b/pkg/scheduler/cache/cache.go
@@ -864,7 +864,7 @@ func (sc *SchedulerCache) Evict(taskInfo *schedulingapi.TaskInfo, reason string)
 
 	node, found := sc.Nodes[task.NodeName]
 	if !found {
-		return fmt.Errorf("failed to bind Task %v to host %v, host does not exist",
+		return fmt.Errorf("failed to evict Task %v from host %v, host does not exist",
 			task.UID, task.NodeName)
 	}
 
diff --git a/pkg/scheduler/plugins/gang/gang.go b/pkg/scheduler/plugins/gang/gang.go
index 21223e2484..cba297c75b 100644
--- a/pkg/scheduler/plugins/gang/gang.go
+++ b/pkg/scheduler/plugins/gang/gang.go
@@ -163,6 +163,10 @@ func (gp *gangPlugin) OnSessionClose(ssn *framework.Session) {
 	var unreadyTaskCount int32
 	var unScheduleJobCount int
 	for _, job := range ssn.Jobs {
+		// skip the jobs that have no tasks.
+		if len(job.Tasks) == 0 {
+			continue
+		}
 		if !job.IsReady() {
 			schedulableTaskNum := func() (num int32) {
 				for _, task := range job.TaskStatusIndex[api.Pending] {
diff --git a/pkg/scheduler/util.go b/pkg/scheduler/util.go
index 57c03c4d53..0af6727b1f 100644
--- a/pkg/scheduler/util.go
+++ b/pkg/scheduler/util.go
@@ -23,6 +23,7 @@ import (
 	"strings"
 
 	"gopkg.in/yaml.v2"
+	"k8s.io/klog/v2"
 
 	"volcano.sh/volcano/pkg/scheduler/conf"
 	"volcano.sh/volcano/pkg/scheduler/framework"
@@ -80,7 +81,7 @@ func UnmarshalSchedulerConf(confStr string) ([]framework.Action, []conf.Tier, []
 		if action, found := framework.GetAction(strings.TrimSpace(actionName)); found {
 			actions = append(actions, action)
 		} else {
-			return nil, nil, nil, nil, fmt.Errorf("failed to find Action %s, ignore it", actionName)
+			klog.Errorf("Failed to find Action %s, ignore it", actionName)
 		}
 	}