diff --git a/pkg/scheduler/eventhandlers.go b/pkg/scheduler/eventhandlers.go
index f7736f1c3b0..3647b6bf61b 100755
--- a/pkg/scheduler/eventhandlers.go
+++ b/pkg/scheduler/eventhandlers.go
@@ -169,7 +169,7 @@ func (sched *Scheduler) onCSINodeUpdate(oldObj, newObj interface{}) {
 
 func (sched *Scheduler) addPodToSchedulingQueue(obj interface{}) {
 	pod := obj.(*v1.Pod)
-	klog.V(3).Infof("add event for unscheduled pod %s/%s", pod.Namespace, pod.Name)
+	klog.V(3).InfoS("Add event for unscheduled pod", "pod", klog.KObj(pod))
 	if err := sched.SchedulingQueue.Add(pod); err != nil {
 		utilruntime.HandleError(fmt.Errorf("unable to queue %T: %v", obj, err))
 	}
@@ -206,7 +206,7 @@ func (sched *Scheduler) deletePodFromSchedulingQueue(obj interface{}) {
 		utilruntime.HandleError(fmt.Errorf("unable to handle object in %T: %T", sched, obj))
 		return
 	}
-	klog.V(3).Infof("delete event for unscheduled pod %s/%s", pod.Namespace, pod.Name)
+	klog.V(3).InfoS("Delete event for unscheduled pod", "pod", klog.KObj(pod))
 	if err := sched.SchedulingQueue.Delete(pod); err != nil {
 		utilruntime.HandleError(fmt.Errorf("unable to dequeue %T: %v", obj, err))
 	}
@@ -226,7 +226,7 @@ func (sched *Scheduler) addPodToCache(obj interface{}) {
 		klog.Errorf("cannot convert to *v1.Pod: %v", obj)
 		return
 	}
-	klog.V(3).Infof("add event for scheduled pod %s/%s ", pod.Namespace, pod.Name)
+	klog.V(3).InfoS("Add event for scheduled pod", "pod", klog.KObj(pod))
 
 	if err := sched.SchedulerCache.AddPod(pod); err != nil {
 		klog.Errorf("scheduler cache AddPod failed: %v", err)
@@ -284,7 +284,7 @@ func (sched *Scheduler) deletePodFromCache(obj interface{}) {
 		klog.Errorf("cannot convert to *v1.Pod: %v", t)
 		return
 	}
-	klog.V(3).Infof("delete event for scheduled pod %s/%s ", pod.Namespace, pod.Name)
+	klog.V(3).InfoS("Delete event for scheduled pod", "pod", klog.KObj(pod))
 	// NOTE: Updates must be written to scheduler cache before invalidating
 	// equivalence cache, because we could snapshot equivalence cache after the
 	// invalidation and then snapshot the cache itself. If the cache is
diff --git a/pkg/scheduler/framework/plugins/defaultbinder/default_binder.go b/pkg/scheduler/framework/plugins/defaultbinder/default_binder.go
index 76fdb304cb1..3e8b309139a 100644
--- a/pkg/scheduler/framework/plugins/defaultbinder/default_binder.go
+++ b/pkg/scheduler/framework/plugins/defaultbinder/default_binder.go
@@ -48,7 +48,7 @@ func (b DefaultBinder) Name() string {
 
 // Bind binds pods to nodes using the k8s client.
 func (b DefaultBinder) Bind(ctx context.Context, state *framework.CycleState, p *v1.Pod, nodeName string) *framework.Status {
-	klog.V(3).Infof("Attempting to bind %v/%v to %v", p.Namespace, p.Name, nodeName)
+	klog.V(3).InfoS("Attempting to bind pod to node", "pod", klog.KObj(p), "node", nodeName)
 	binding := &v1.Binding{
 		ObjectMeta: metav1.ObjectMeta{Namespace: p.Namespace, Name: p.Name, UID: p.UID},
 		Target:     v1.ObjectReference{Kind: "Node", Name: nodeName},
diff --git a/pkg/scheduler/scheduler.go b/pkg/scheduler/scheduler.go
index bed7896c01c..fe578c5bb17 100755
--- a/pkg/scheduler/scheduler.go
+++ b/pkg/scheduler/scheduler.go
@@ -340,7 +340,7 @@ func (sched *Scheduler) recordSchedulingFailure(fwk framework.Framework, podInfo
 }
 
 func updatePod(client clientset.Interface, pod *v1.Pod, condition *v1.PodCondition, nominatedNode string) error {
-	klog.V(3).Infof("Updating pod condition for %s/%s to (%s==%s, Reason=%s)", pod.Namespace, pod.Name, condition.Type, condition.Status, condition.Reason)
+	klog.V(3).InfoS("Updating pod condition", "pod", klog.KObj(pod), "conditionType", condition.Type, "conditionStatus", condition.Status, "conditionReason", condition.Reason)
 	podCopy := pod.DeepCopy()
 	// NominatedNodeName is updated only if we are trying to set it, and the value is
 	// different from the existing one.
@@ -442,7 +442,7 @@ func (sched *Scheduler) scheduleOne(ctx context.Context) {
 		return
 	}
 
-	klog.V(3).Infof("Attempting to schedule pod: %v/%v", pod.Namespace, pod.Name)
+	klog.V(3).InfoS("Attempting to schedule pod", "pod", klog.KObj(pod))
 
 	// Synchronously attempt to find a fit for the pod.
 	start := time.Now()
@@ -621,7 +621,7 @@ func (sched *Scheduler) skipPodSchedule(fwk framework.Framework, pod *v1.Pod) bo
 	// Case 1: pod is being deleted.
 	if pod.DeletionTimestamp != nil {
 		fwk.EventRecorder().Eventf(pod, nil, v1.EventTypeWarning, "FailedScheduling", "Scheduling", "skip schedule deleting pod: %v/%v", pod.Namespace, pod.Name)
-		klog.V(3).Infof("Skip schedule deleting pod: %v/%v", pod.Namespace, pod.Name)
+		klog.V(3).InfoS("Skip schedule deleting pod", "pod", klog.KObj(pod))
 		return true
 	}