diff --git a/cmd/agent/main.go b/cmd/agent/main.go
index 7d4743bd2..7ac0891b5 100644
--- a/cmd/agent/main.go
+++ b/cmd/agent/main.go
@@ -23,7 +23,6 @@ import (
 	_ "k8s.io/component-base/logs/json/register" // for JSON log format registration
 	"k8s.io/klog/v2"
 	controllerruntime "sigs.k8s.io/controller-runtime"
-	_ "sigs.k8s.io/controller-runtime/pkg/metrics"
 
 	"github.com/karmada-io/karmada/cmd/agent/app"
 )
diff --git a/cmd/controller-manager/controller-manager.go b/cmd/controller-manager/controller-manager.go
index ab50af73d..7d0d5b9d1 100644
--- a/cmd/controller-manager/controller-manager.go
+++ b/cmd/controller-manager/controller-manager.go
@@ -23,7 +23,6 @@ import (
 	_ "k8s.io/component-base/logs/json/register" // for JSON log format registration
 	"k8s.io/klog/v2"
 	controllerruntime "sigs.k8s.io/controller-runtime"
-	_ "sigs.k8s.io/controller-runtime/pkg/metrics"
 
 	"github.com/karmada-io/karmada/cmd/controller-manager/app"
 )
diff --git a/cmd/descheduler/main.go b/cmd/descheduler/main.go
index 9914e40a1..8efd3df3a 100644
--- a/cmd/descheduler/main.go
+++ b/cmd/descheduler/main.go
@@ -22,7 +22,6 @@ import (
 	"k8s.io/component-base/cli"
 	_ "k8s.io/component-base/logs/json/register" // for JSON log format registration
 	controllerruntime "sigs.k8s.io/controller-runtime"
-	_ "sigs.k8s.io/controller-runtime/pkg/metrics"
 
 	"github.com/karmada-io/karmada/cmd/descheduler/app"
 )
diff --git a/cmd/scheduler-estimator/main.go b/cmd/scheduler-estimator/main.go
index 177ff5ebd..eb7061c00 100644
--- a/cmd/scheduler-estimator/main.go
+++ b/cmd/scheduler-estimator/main.go
@@ -22,7 +22,6 @@ import (
 	"k8s.io/component-base/cli"
 	_ "k8s.io/component-base/logs/json/register" // for JSON log format registration
 	controllerruntime "sigs.k8s.io/controller-runtime"
-	_ "sigs.k8s.io/controller-runtime/pkg/metrics"
 
 	"github.com/karmada-io/karmada/cmd/scheduler-estimator/app"
 )
diff --git a/cmd/scheduler/main.go b/cmd/scheduler/main.go
index 5c03d2dca..8aabe98f1 100644
--- a/cmd/scheduler/main.go
+++ b/cmd/scheduler/main.go
@@ -22,7 +22,6 @@ import (
 	"k8s.io/component-base/cli"
 	_ "k8s.io/component-base/logs/json/register" // for JSON log format registration
 	controllerruntime "sigs.k8s.io/controller-runtime"
-	_ "sigs.k8s.io/controller-runtime/pkg/metrics"
 
 	"github.com/karmada-io/karmada/cmd/scheduler/app"
 )
diff --git a/operator/cmd/operator/operator.go b/operator/cmd/operator/operator.go
index 60abfde88..b91a1e972 100644
--- a/operator/cmd/operator/operator.go
+++ b/operator/cmd/operator/operator.go
@@ -23,7 +23,6 @@ import (
 	_ "k8s.io/component-base/logs/json/register" // for JSON log format registration
 	"k8s.io/klog/v2"
 	controllerruntime "sigs.k8s.io/controller-runtime"
-	_ "sigs.k8s.io/controller-runtime/pkg/metrics"
 
 	"github.com/karmada-io/karmada/operator/cmd/operator/app"
 )