diff --git a/cmd/scheduler/app/options/options.go b/cmd/scheduler/app/options/options.go
index 0fe06bb0e..c66a82101 100644
--- a/cmd/scheduler/app/options/options.go
+++ b/cmd/scheduler/app/options/options.go
@@ -14,6 +14,7 @@ import (
 	"github.com/karmada-io/karmada/pkg/scheduler"
 	frameworkplugins "github.com/karmada-io/karmada/pkg/scheduler/framework/plugins"
 	"github.com/karmada-io/karmada/pkg/sharedcli/profileflag"
+	"github.com/karmada-io/karmada/pkg/sharedcli/ratelimiterflag"
 	"github.com/karmada-io/karmada/pkg/util"
 )
 
@@ -68,6 +69,9 @@ type Options struct {
 	// SchedulerName represents the name of the scheduler.
 	// default is "default-scheduler".
 	SchedulerName string
+
+	// RateLimiterOpts contains the options for rate limiter.
+	RateLimiterOpts ratelimiterflag.Options
 }
 
 // NewOptions builds an default scheduler options.
@@ -111,4 +115,5 @@ func (o *Options) AddFlags(fs *pflag.FlagSet) {
 	fs.StringVar(&o.SchedulerName, "scheduler-name", scheduler.DefaultScheduler, "SchedulerName represents the name of the scheduler. default is 'default-scheduler'.")
 	features.FeatureGate.AddFlag(fs)
 	o.ProfileOpts.AddFlags(fs)
+	o.RateLimiterOpts.AddFlags(fs)
 }
diff --git a/cmd/scheduler/app/scheduler.go b/cmd/scheduler/app/scheduler.go
index c779ee542..69822c53d 100644
--- a/cmd/scheduler/app/scheduler.go
+++ b/cmd/scheduler/app/scheduler.go
@@ -159,6 +159,7 @@ func run(opts *options.Options, stopChan <-chan struct{}, registryOptions ...Opt
 		scheduler.WithEnableEmptyWorkloadPropagation(opts.EnableEmptyWorkloadPropagation),
 		scheduler.WithEnableSchedulerPlugin(opts.Plugins),
 		scheduler.WithSchedulerName(opts.SchedulerName),
+		scheduler.WithRateLimiterOptions(opts.RateLimiterOpts),
 	)
 	if err != nil {
 		return fmt.Errorf("couldn't create scheduler: %w", err)
diff --git a/pkg/scheduler/scheduler.go b/pkg/scheduler/scheduler.go
index dc7b4d688..2ad65324b 100644
--- a/pkg/scheduler/scheduler.go
+++ b/pkg/scheduler/scheduler.go
@@ -37,6 +37,7 @@ import (
 	frameworkplugins "github.com/karmada-io/karmada/pkg/scheduler/framework/plugins"
 	"github.com/karmada-io/karmada/pkg/scheduler/framework/runtime"
 	"github.com/karmada-io/karmada/pkg/scheduler/metrics"
+	"github.com/karmada-io/karmada/pkg/sharedcli/ratelimiterflag"
 	"github.com/karmada-io/karmada/pkg/util"
 	"github.com/karmada-io/karmada/pkg/util/helper"
 	utilmetrics "github.com/karmada-io/karmada/pkg/util/metrics"
@@ -114,6 +115,8 @@ type schedulerOptions struct {
 	outOfTreeRegistry runtime.Registry
 	// plugins is the list of plugins to enable or disable
 	plugins []string
+	// contains the options for rate limiter.
+	RateLimiterOptions ratelimiterflag.Options
 }
 
 // Option configures a Scheduler
@@ -183,20 +186,26 @@ func WithOutOfTreeRegistry(registry runtime.Registry) Option {
 	}
 }
 
+// WithRateLimiterOptions sets the rateLimiterOptions for scheduler
+func WithRateLimiterOptions(rateLimiterOptions ratelimiterflag.Options) Option {
+	return func(o *schedulerOptions) {
+		o.RateLimiterOptions = rateLimiterOptions
+	}
+}
+
 // NewScheduler instantiates a scheduler
 func NewScheduler(dynamicClient dynamic.Interface, karmadaClient karmadaclientset.Interface, kubeClient kubernetes.Interface, opts ...Option) (*Scheduler, error) {
 	factory := informerfactory.NewSharedInformerFactory(karmadaClient, 0)
 	bindingLister := factory.Work().V1alpha2().ResourceBindings().Lister()
 	clusterBindingLister := factory.Work().V1alpha2().ClusterResourceBindings().Lister()
 	clusterLister := factory.Cluster().V1alpha1().Clusters().Lister()
-	queue := workqueue.NewNamedRateLimitingQueue(workqueue.DefaultControllerRateLimiter(), "scheduler-queue")
 	schedulerCache := schedulercache.NewCache(clusterLister)
 
 	options := schedulerOptions{}
 	for _, opt := range opts {
 		opt(&options)
 	}
-
+	queue := workqueue.NewRateLimitingQueueWithConfig(ratelimiterflag.DefaultControllerRateLimiter(options.RateLimiterOptions), workqueue.RateLimitingQueueConfig{Name: "scheduler-queue"})
 	registry := frameworkplugins.NewInTreeRegistry()
 	if err := registry.Merge(options.outOfTreeRegistry); err != nil {
 		return nil, err