diff --git a/apiserver/cmd/main.go b/apiserver/cmd/main.go
index 7734abdec5..d70674c7a6 100644
--- a/apiserver/cmd/main.go
+++ b/apiserver/cmd/main.go
@@ -6,6 +6,7 @@ import (
 	"math"
 	"net"
 	"net/http"
+	"os"
 	"path"
 	"strings"
 
@@ -30,11 +31,20 @@ var (
 	rpcPortFlag        = flag.String("rpcPortFlag", ":8887", "RPC Port")
 	httpPortFlag       = flag.String("httpPortFlag", ":8888", "Http Proxy Port")
 	collectMetricsFlag = flag.Bool("collectMetricsFlag", true, "Whether to collect Prometheus metrics in API server.")
+	logFile            = flag.String("logFilePath", "", "Synchronize logs to local file")
 )
 
 func main() {
 	flag.Parse()
 
+	if *logFile != "" {
+		flagSet := flag.NewFlagSet(os.Args[0], flag.ExitOnError)
+		klog.InitFlags(flagSet)
+		_ = flagSet.Set("alsologtostderr", "true")
+		_ = flagSet.Set("logtostderr", "false")
+		_ = flagSet.Set("log_file", *logFile)
+	}
+
 	clientManager := manager.NewClientManager()
 	resourceManager := manager.NewResourceManager(&clientManager)
 
diff --git a/apiserver/go.mod b/apiserver/go.mod
index 4b5ad93498..bc61f6f650 100644
--- a/apiserver/go.mod
+++ b/apiserver/go.mod
@@ -4,7 +4,7 @@ go 1.17
 
 require (
 	github.com/go-openapi/runtime v0.19.31
-	github.com/golang/glog v1.0.0
+	github.com/golang/glog v1.0.0 // indirect
 	github.com/golang/protobuf v1.5.2
 	github.com/pkg/errors v0.9.1
 	github.com/prometheus/client_golang v1.11.0
diff --git a/apiserver/pkg/client/cluster.go b/apiserver/pkg/client/cluster.go
index 79fd853d43..9fe0550770 100644
--- a/apiserver/pkg/client/cluster.go
+++ b/apiserver/pkg/client/cluster.go
@@ -3,7 +3,8 @@ package client
 import (
 	"time"
 
-	"github.com/golang/glog"
+	"k8s.io/klog/v2"
+
 	"github.com/ray-project/kuberay/apiserver/pkg/util"
 	rayclient "github.com/ray-project/kuberay/ray-operator/pkg/client/clientset/versioned"
 	rayiov1alpha1 "github.com/ray-project/kuberay/ray-operator/pkg/client/clientset/versioned/typed/ray/v1alpha1"
@@ -25,7 +26,7 @@ func (cc RayClusterClient) RayClusterClient(namespace string) rayiov1alpha1.RayC
 func NewRayClusterClientOrFatal(initConnectionTimeout time.Duration, options util.ClientOptions) ClusterClientInterface {
 	cfg, err := config.GetConfig()
 	if err != nil {
-		glog.Fatalf("Failed to create RayCluster client. Error: %v", err)
+		klog.Fatalf("Failed to create RayCluster client. Error: %v", err)
 	}
 	cfg.QPS = options.QPS
 	cfg.Burst = options.Burst
diff --git a/apiserver/pkg/client/job.go b/apiserver/pkg/client/job.go
index 3bfeadf66b..436a9b4485 100644
--- a/apiserver/pkg/client/job.go
+++ b/apiserver/pkg/client/job.go
@@ -3,7 +3,8 @@ package client
 import (
 	"time"
 
-	"github.com/golang/glog"
+	"k8s.io/klog/v2"
+
 	"github.com/ray-project/kuberay/apiserver/pkg/util"
 	rayclient "github.com/ray-project/kuberay/ray-operator/pkg/client/clientset/versioned"
 	rayiov1alpha1 "github.com/ray-project/kuberay/ray-operator/pkg/client/clientset/versioned/typed/ray/v1alpha1"
@@ -25,7 +26,7 @@ func (cc RayJobClient) RayJobClient(namespace string) rayiov1alpha1.RayJobInterf
 func NewRayJobClientOrFatal(initConnectionTimeout time.Duration, options util.ClientOptions) JobClientInterface {
 	cfg, err := config.GetConfig()
 	if err != nil {
-		glog.Fatalf("Failed to create RayCluster client. Error: %v", err)
+		klog.Fatalf("Failed to create RayCluster client. Error: %v", err)
 	}
 	cfg.QPS = options.QPS
 	cfg.Burst = options.Burst
diff --git a/apiserver/pkg/client/kubernetes.go b/apiserver/pkg/client/kubernetes.go
index 9dcc9b9f8a..9b854afc65 100644
--- a/apiserver/pkg/client/kubernetes.go
+++ b/apiserver/pkg/client/kubernetes.go
@@ -3,7 +3,6 @@ package client
 import (
 	"time"
 
-	"github.com/golang/glog"
 	"k8s.io/klog/v2"
 	"sigs.k8s.io/controller-runtime/pkg/client/config"
 
@@ -43,7 +42,7 @@ func (c *KubernetesClient) NamespaceClient() v1.NamespaceInterface {
 func CreateKubernetesCoreOrFatal(initConnectionTimeout time.Duration, options util.ClientOptions) KubernetesClientInterface {
 	cfg, err := config.GetConfig()
 	if err != nil {
-		glog.Fatalf("Failed to create TokenReview client. Error: %v", err)
+		klog.Fatalf("Failed to create TokenReview client. Error: %v", err)
 	}
 	cfg.QPS = options.QPS
 	cfg.Burst = options.Burst
diff --git a/apiserver/pkg/client/service.go b/apiserver/pkg/client/service.go
index 662b05f100..bdf85b68d3 100644
--- a/apiserver/pkg/client/service.go
+++ b/apiserver/pkg/client/service.go
@@ -3,7 +3,8 @@ package client
 import (
 	"time"
 
-	"github.com/golang/glog"
+	"k8s.io/klog/v2"
+
 	"github.com/ray-project/kuberay/apiserver/pkg/util"
 	rayclient "github.com/ray-project/kuberay/ray-operator/pkg/client/clientset/versioned"
 	rayiov1alpha1 "github.com/ray-project/kuberay/ray-operator/pkg/client/clientset/versioned/typed/ray/v1alpha1"
@@ -25,7 +26,7 @@ func (cc RayServiceClient) RayServiceClient(namespace string) rayiov1alpha1.RayS
 func NewRayServiceClientOrFatal(initConnectionTimeout time.Duration, options util.ClientOptions) ServiceClientInterface {
 	cfg, err := config.GetConfig()
 	if err != nil {
-		glog.Fatalf("Failed to create RayService client. Error: %v", err)
+		klog.Fatalf("Failed to create RayService client. Error: %v", err)
 	}
 	cfg.QPS = options.QPS
 	cfg.Burst = options.Burst
diff --git a/apiserver/pkg/model/converter.go b/apiserver/pkg/model/converter.go
index 9c18573bca..85abf2dbe5 100644
--- a/apiserver/pkg/model/converter.go
+++ b/apiserver/pkg/model/converter.go
@@ -4,7 +4,7 @@ import (
 	"fmt"
 	"strconv"
 
-	"github.com/golang/glog"
+	"k8s.io/klog/v2"
 
 	"github.com/golang/protobuf/ptypes/timestamp"
 	"github.com/ray-project/kuberay/apiserver/pkg/util"
@@ -131,7 +131,7 @@ func FromCrdToApiJob(job *v1alpha1.RayJob) (pbJob *api.RayJob) {
 	defer func() {
 		err := recover()
 		if err != nil {
-			glog.Errorf("failed to transfer job crd to job protobuf, err: %v, crd: %+v", err, job)
+			klog.Errorf("failed to transfer job crd to job protobuf, err: %v, crd: %+v", err, job)
 		}
 	}()
 
@@ -178,7 +178,7 @@ func FromCrdToApiService(service *v1alpha1.RayService, events []v1.Event) *api.R
 	defer func() {
 		err := recover()
 		if err != nil {
-			glog.Errorf("failed to transfer ray service, err: %v, item: %v", err, service)
+			klog.Errorf("failed to transfer ray service, err: %v, item: %v", err, service)
 		}
 	}()
 
diff --git a/apiserver/pkg/util/error.go b/apiserver/pkg/util/error.go
index 1e49183afc..3376db8a80 100644
--- a/apiserver/pkg/util/error.go
+++ b/apiserver/pkg/util/error.go
@@ -3,8 +3,9 @@ package util
 import (
 	"fmt"
 
+	"k8s.io/klog/v2"
+
 	"github.com/go-openapi/runtime"
-	"github.com/golang/glog"
 	"github.com/pkg/errors"
 	"google.golang.org/grpc/codes"
 	"google.golang.org/grpc/status"
@@ -243,9 +244,9 @@ func (e *UserError) wrap(message string) *UserError {
 func (e *UserError) Log() {
 	switch e.externalStatusCode {
 	case codes.Aborted, codes.InvalidArgument, codes.NotFound, codes.Internal:
-		glog.Infof("%+v", e.internalError)
+		klog.Infof("%+v", e.internalError)
 	default:
-		glog.Errorf("%+v", e.internalError)
+		klog.Errorf("%+v", e.internalError)
 	}
 }
 
@@ -281,14 +282,14 @@ func LogError(err error) {
 		e.Log()
 	default:
 		// We log all the details.
-		glog.Errorf("InternalError: %+v", err)
+		klog.Errorf("InternalError: %+v", err)
 	}
 }
 
 // TerminateIfError Check if error is nil. Terminate if not.
 func TerminateIfError(err error) {
 	if err != nil {
-		glog.Fatalf("%v", err)
+		klog.Fatalf("%v", err)
 	}
 }
 
diff --git a/apiserver/pkg/util/time.go b/apiserver/pkg/util/time.go
index 78a97ab6ac..a3cbc004e1 100644
--- a/apiserver/pkg/util/time.go
+++ b/apiserver/pkg/util/time.go
@@ -3,7 +3,7 @@ package util
 import (
 	"time"
 
-	"github.com/golang/glog"
+	"k8s.io/klog/v2"
 )
 
 type TimeInterface interface {
@@ -44,7 +44,7 @@ func (f *FakeTime) Now() time.Time {
 func ParseTimeOrFatal(value string) time.Time {
 	result, err := time.Parse(time.RFC3339, value)
 	if err != nil {
-		glog.Fatalf("Could not parse time: %+v", err)
+		klog.Fatalf("Could not parse time: %+v", err)
 	}
 	return result.UTC()
 }
diff --git a/ray-operator/go.mod b/ray-operator/go.mod
index c3935d5158..2285c376bd 100644
--- a/ray-operator/go.mod
+++ b/ray-operator/go.mod
@@ -4,6 +4,7 @@ go 1.17
 
 require (
 	github.com/go-logr/logr v1.2.0
+	github.com/go-logr/zapr v1.2.0
 	github.com/jarcoal/httpmock v1.2.0
 	github.com/onsi/ginkgo v1.16.5
 	github.com/onsi/gomega v1.17.0
@@ -13,6 +14,7 @@ require (
 	github.com/sirupsen/logrus v1.8.1
 	github.com/stretchr/testify v1.7.2
 	go.uber.org/zap v1.19.1
+	gopkg.in/natefinch/lumberjack.v2 v2.0.0
 	k8s.io/api v0.23.0
 	k8s.io/apimachinery v0.23.0
 	k8s.io/client-go v0.23.0
@@ -30,7 +32,6 @@ require (
 	github.com/emicklei/go-restful v2.9.5+incompatible // indirect
 	github.com/evanphx/json-patch v4.12.0+incompatible // indirect
 	github.com/fsnotify/fsnotify v1.5.1 // indirect
-	github.com/go-logr/zapr v1.2.0 // indirect
 	github.com/go-openapi/jsonpointer v0.19.5 // indirect
 	github.com/go-openapi/jsonreference v0.19.5 // indirect
 	github.com/go-openapi/swag v0.19.14 // indirect
diff --git a/ray-operator/go.sum b/ray-operator/go.sum
index 98d4308dea..67d9e78dc1 100644
--- a/ray-operator/go.sum
+++ b/ray-operator/go.sum
@@ -901,6 +901,7 @@ gopkg.in/inf.v0 v0.9.1 h1:73M5CoZyi3ZLMOyDlQh031Cx6N9NDJ2Vvfl76EDAgDc=
 gopkg.in/inf.v0 v0.9.1/go.mod h1:cWUDdTG/fYaXco+Dcufb5Vnc6Gp2YChqWtbxRZE0mXw=
 gopkg.in/ini.v1 v1.51.0/go.mod h1:pNLf8WUiyNEtQjuu5G5vTm06TEv9tsIgeAvK8hOrP4k=
 gopkg.in/ini.v1 v1.62.0/go.mod h1:pNLf8WUiyNEtQjuu5G5vTm06TEv9tsIgeAvK8hOrP4k=
+gopkg.in/natefinch/lumberjack.v2 v2.0.0 h1:1Lc07Kr7qY4U2YPouBjpCLxpiyxIVoxqXgkXLknAOE8=
 gopkg.in/natefinch/lumberjack.v2 v2.0.0/go.mod h1:l0ndWWf7gzL7RNwBG7wST/UCcT4T24xpD6X8LsfU/+k=
 gopkg.in/resty.v1 v1.12.0/go.mod h1:mDo4pnntr5jdWRML875a/NmxYqAlA73dVijT2AXvQQo=
 gopkg.in/square/go-jose.v2 v2.2.2/go.mod h1:M9dMgbHiYLoDGQrXy7OpJDJWiKiU//h+vD76mk0e1AI=
diff --git a/ray-operator/main.go b/ray-operator/main.go
index da6bb16da2..9910422462 100644
--- a/ray-operator/main.go
+++ b/ray-operator/main.go
@@ -5,6 +5,10 @@ import (
 	"fmt"
 	"os"
 
+	"github.com/go-logr/zapr"
+	"go.uber.org/zap"
+	"gopkg.in/natefinch/lumberjack.v2"
+
 	"github.com/ray-project/kuberay/ray-operator/controllers/ray"
 
 	"go.uber.org/zap/zapcore"
@@ -14,7 +18,7 @@ import (
 	utilruntime "k8s.io/apimachinery/pkg/util/runtime"
 	clientgoscheme "k8s.io/client-go/kubernetes/scheme"
 	ctrl "sigs.k8s.io/controller-runtime"
-	"sigs.k8s.io/controller-runtime/pkg/log/zap"
+	k8szap "sigs.k8s.io/controller-runtime/pkg/log/zap"
 
 	rayv1alpha1 "github.com/ray-project/kuberay/ray-operator/apis/ray/v1alpha1"
 	// +kubebuilder:scaffold:imports
@@ -41,6 +45,7 @@ func main() {
 	var probeAddr string
 	var reconcileConcurrency int
 	var watchNamespace string
+	var logFile string
 	flag.BoolVar(&version, "version", false, "Show the version information.")
 	flag.StringVar(&metricsAddr, "metrics-addr", ":8080", "The address the metric endpoint binds to.")
 	flag.StringVar(&probeAddr, "health-probe-bind-address", ":8082", "The address the probe endpoint binds to.")
@@ -56,7 +61,10 @@ func main() {
 		"Temporary feature flag - to be deleted after testing")
 	flag.BoolVar(&ray.ForcedClusterUpgrade, "forced-cluster-upgrade", false,
 		"Forced cluster upgrade flag")
-	opts := zap.Options{
+	flag.StringVar(&logFile, "log-file-path", "",
+		"Synchronize logs to local file")
+
+	opts := k8szap.Options{
 		Development: true,
 		TimeEncoder: zapcore.ISO8601TimeEncoder,
 	}
@@ -69,7 +77,30 @@ func main() {
 		os.Exit(0)
 	}
 
-	ctrl.SetLogger(zap.New(zap.UseFlagOptions(&opts)))
+	if logFile != "" {
+		fileWriter := &lumberjack.Logger{
+			Filename:   logFile,
+			MaxSize:    500, // megabytes
+			MaxBackups: 10,  // files
+			MaxAge:     30,  // days
+		}
+
+		pe := zap.NewProductionEncoderConfig()
+		pe.EncodeTime = zapcore.ISO8601TimeEncoder
+		consoleEncoder := zapcore.NewConsoleEncoder(pe)
+
+		k8sLogger := k8szap.NewRaw(k8szap.UseFlagOptions(&opts))
+		zapOpts := append(opts.ZapOpts, zap.AddCallerSkip(1))
+		combineLogger := zap.New(zapcore.NewTee(
+			k8sLogger.Core(),
+			zapcore.NewCore(consoleEncoder, zapcore.AddSync(fileWriter), zap.InfoLevel),
+		)).WithOptions(zapOpts...)
+		combineLoggerR := zapr.NewLogger(combineLogger)
+
+		ctrl.SetLogger(combineLoggerR)
+	} else {
+		ctrl.SetLogger(k8szap.New(k8szap.UseFlagOptions(&opts)))
+	}
 
 	setupLog.Info("the operator", "version:", os.Getenv("OPERATOR_VERSION"))
 	if ray.PrioritizeWorkersToDelete {