diff --git a/cmd/kube-scheduler/app/options/configfile.go b/cmd/kube-scheduler/app/options/configfile.go
index 578a34d97a3..032fb15bcc6 100644
--- a/cmd/kube-scheduler/app/options/configfile.go
+++ b/cmd/kube-scheduler/app/options/configfile.go
@@ -69,7 +69,7 @@ func LogOrWriteConfig(fileName string, cfg *kubeschedulerconfig.KubeSchedulerCon
 			return err
 		}
 		configString := string(bytes)
-		klog.Infof("Using component config:\n%+v\n", configString)
+		klog.InfoS("Using component config", "config", configString)
 	}
 
 	if len(fileName) > 0 {
@@ -81,7 +81,7 @@ func LogOrWriteConfig(fileName string, cfg *kubeschedulerconfig.KubeSchedulerCon
 		if err := encoder.Encode(cfg, configFile); err != nil {
 			return err
 		}
-		klog.Infof("Wrote configuration to: %s\n", fileName)
+		klog.InfoS("Wrote configuration", "file", fileName)
 		os.Exit(0)
 	}
 	return nil
diff --git a/cmd/kube-scheduler/app/server.go b/cmd/kube-scheduler/app/server.go
index 6fd7fe4f817..96241560422 100644
--- a/cmd/kube-scheduler/app/server.go
+++ b/cmd/kube-scheduler/app/server.go
@@ -135,7 +135,7 @@ func runCommand(cmd *cobra.Command, opts *options.Options, registryOptions ...Op
 // Run executes the scheduler based on the given configuration. It only returns on error or when context is done.
 func Run(ctx context.Context, cc *schedulerserverconfig.CompletedConfig, sched *scheduler.Scheduler) error {
 	// To help debugging, immediately log version
-	klog.V(1).Infof("Starting Kubernetes Scheduler version %+v", version.Get())
+	klog.V(1).InfoS("Starting Kubernetes Scheduler version", "version", version.Get())
 
 	// Configz registration.
 	if cz, err := configz.New("componentconfig"); err == nil {