diff --git a/pkg/scheduler/conf/scheduler_conf.go b/pkg/scheduler/conf/scheduler_conf.go
index fdcbdff90..84124c753 100644
--- a/pkg/scheduler/conf/scheduler_conf.go
+++ b/pkg/scheduler/conf/scheduler_conf.go
@@ -49,4 +49,6 @@ type PluginOption struct {
 	PredicateDisabled bool `yaml:"disablePredicate"`
 	// NodeOrderDisabled defines whether NodeOrderFn is disabled
 	NodeOrderDisabled bool `yaml:"disableNodeOrder"`
+	// Arguments defines the different arguments that can be given to different plugins
+	Arguments map[string]string `yaml:"arguments"`
 }
diff --git a/pkg/scheduler/framework/framework.go b/pkg/scheduler/framework/framework.go
index a25f1c6e0..f0affdf61 100644
--- a/pkg/scheduler/framework/framework.go
+++ b/pkg/scheduler/framework/framework.go
@@ -35,7 +35,7 @@ func OpenSession(cache cache.Cache, tiers []conf.Tier) *Session {
 			if pb, found := GetPluginBuilder(plugin.Name); !found {
 				glog.Errorf("Failed to get plugin %s.", plugin.Name)
 			} else {
-				plugin := pb()
+				plugin := pb(plugin.Arguments)
 				ssn.plugins[plugin.Name()] = plugin
 			}
 		}
diff --git a/pkg/scheduler/framework/plugins.go b/pkg/scheduler/framework/plugins.go
index 3b5a897f3..ee0ecf057 100644
--- a/pkg/scheduler/framework/plugins.go
+++ b/pkg/scheduler/framework/plugins.go
@@ -20,12 +20,12 @@ import "sync"
 
 var pluginMutex sync.Mutex
 
-type PluginBuilder func() Plugin
+type PluginBuilder func(map[string]string) Plugin
 
 // Plugin management
 var pluginBuilders = map[string]PluginBuilder{}
 
-func RegisterPluginBuilder(name string, pc func() Plugin) {
+func RegisterPluginBuilder(name string, pc func(map[string]string) Plugin) {
 	pluginMutex.Lock()
 	defer pluginMutex.Unlock()
 
diff --git a/pkg/scheduler/plugins/conformance/conformance.go b/pkg/scheduler/plugins/conformance/conformance.go
index 779c3f79a..b35ebe903 100644
--- a/pkg/scheduler/plugins/conformance/conformance.go
+++ b/pkg/scheduler/plugins/conformance/conformance.go
@@ -25,10 +25,12 @@ import (
 )
 
 type conformancePlugin struct {
+	// Arguments given for the plugin
+	pluginArguments map[string]string
 }
 
-func New() framework.Plugin {
-	return &conformancePlugin{}
+func New(arguments map[string]string) framework.Plugin {
+	return &conformancePlugin{pluginArguments: arguments}
 }
 
 func (pp *conformancePlugin) Name() string {
diff --git a/pkg/scheduler/plugins/drf/drf.go b/pkg/scheduler/plugins/drf/drf.go
index 246c23e6f..13137fdee 100644
--- a/pkg/scheduler/plugins/drf/drf.go
+++ b/pkg/scheduler/plugins/drf/drf.go
@@ -39,12 +39,16 @@ type drfPlugin struct {
 
 	// Key is Job ID
 	jobOpts map[api.JobID]*drfAttr
+
+	// Arguments given for the plugin
+	pluginArguments map[string]string
 }
 
-func New() framework.Plugin {
+func New(arguments map[string]string) framework.Plugin {
 	return &drfPlugin{
-		totalResource: api.EmptyResource(),
-		jobOpts:       map[api.JobID]*drfAttr{},
+		totalResource:   api.EmptyResource(),
+		jobOpts:         map[api.JobID]*drfAttr{},
+		pluginArguments: arguments,
 	}
 }
 
diff --git a/pkg/scheduler/plugins/gang/gang.go b/pkg/scheduler/plugins/gang/gang.go
index 7c85f9aef..239c5155d 100644
--- a/pkg/scheduler/plugins/gang/gang.go
+++ b/pkg/scheduler/plugins/gang/gang.go
@@ -31,10 +31,12 @@ import (
 )
 
 type gangPlugin struct {
+	// Arguments given for the plugin
+	pluginArguments map[string]string
 }
 
-func New() framework.Plugin {
-	return &gangPlugin{}
+func New(arguments map[string]string) framework.Plugin {
+	return &gangPlugin{pluginArguments: arguments}
 }
 
 func (gp *gangPlugin) Name() string {
diff --git a/pkg/scheduler/plugins/nodeorder/nodeorder.go b/pkg/scheduler/plugins/nodeorder/nodeorder.go
index 58b481e6c..32fd9d646 100644
--- a/pkg/scheduler/plugins/nodeorder/nodeorder.go
+++ b/pkg/scheduler/plugins/nodeorder/nodeorder.go
@@ -33,6 +33,8 @@ import (
 )
 
 type nodeOrderPlugin struct {
+	// Arguments given for the plugin
+	pluginArguments map[string]string
 }
 
 func getInterPodAffinityScore(name string, interPodAffinityScore schedulerapi.HostPriorityList) int {
@@ -145,8 +147,8 @@ func (nl *nodeLister) List() ([]*v1.Node, error) {
 }
 
 //New function returns prioritizePlugin object
-func New() framework.Plugin {
-	return &nodeOrderPlugin{}
+func New(aruguments map[string]string) framework.Plugin {
+	return &nodeOrderPlugin{pluginArguments: aruguments}
 }
 
 func (pp *nodeOrderPlugin) Name() string {
diff --git a/pkg/scheduler/plugins/predicates/predicates.go b/pkg/scheduler/plugins/predicates/predicates.go
index d19090423..0c2cd5c5b 100644
--- a/pkg/scheduler/plugins/predicates/predicates.go
+++ b/pkg/scheduler/plugins/predicates/predicates.go
@@ -32,10 +32,12 @@ import (
 )
 
 type predicatesPlugin struct {
+	// Arguments given for the plugin
+	pluginArguments map[string]string
 }
 
-func New() framework.Plugin {
-	return &predicatesPlugin{}
+func New(arguments map[string]string) framework.Plugin {
+	return &predicatesPlugin{pluginArguments: arguments}
 }
 
 func (pp *predicatesPlugin) Name() string {
diff --git a/pkg/scheduler/plugins/priority/priority.go b/pkg/scheduler/plugins/priority/priority.go
index edb4ac475..08df753f7 100644
--- a/pkg/scheduler/plugins/priority/priority.go
+++ b/pkg/scheduler/plugins/priority/priority.go
@@ -23,10 +23,12 @@ import (
 )
 
 type priorityPlugin struct {
+	// Arguments given for the plugin
+	pluginArguments map[string]string
 }
 
-func New() framework.Plugin {
-	return &priorityPlugin{}
+func New(arguments map[string]string) framework.Plugin {
+	return &priorityPlugin{pluginArguments: arguments}
 }
 
 func (pp *priorityPlugin) Name() string {
diff --git a/pkg/scheduler/plugins/proportion/proportion.go b/pkg/scheduler/plugins/proportion/proportion.go
index 582adf3f4..72eaa1e34 100644
--- a/pkg/scheduler/plugins/proportion/proportion.go
+++ b/pkg/scheduler/plugins/proportion/proportion.go
@@ -27,6 +27,8 @@ import (
 type proportionPlugin struct {
 	totalResource *api.Resource
 	queueOpts     map[api.QueueID]*queueAttr
+	// Arguments given for the plugin
+	pluginArguments map[string]string
 }
 
 type queueAttr struct {
@@ -40,10 +42,11 @@ type queueAttr struct {
 	request   *api.Resource
 }
 
-func New() framework.Plugin {
+func New(arguments map[string]string) framework.Plugin {
 	return &proportionPlugin{
-		totalResource: api.EmptyResource(),
-		queueOpts:     map[api.QueueID]*queueAttr{},
+		totalResource:   api.EmptyResource(),
+		queueOpts:       map[api.QueueID]*queueAttr{},
+		pluginArguments: arguments,
 	}
 }