diff --git a/cmd/adapter/adapter.go b/cmd/adapter/adapter.go
index be80e803..0675ee82 100644
--- a/cmd/adapter/adapter.go
+++ b/cmd/adapter/adapter.go
@@ -34,7 +34,7 @@ import (
 	"k8s.io/client-go/tools/clientcmd"
 	"k8s.io/client-go/transport"
 	"k8s.io/component-base/logs"
-	"k8s.io/klog"
+	"k8s.io/klog/v2"
 	"k8s.io/sample-apiserver/pkg/apiserver"
 
 	basecmd "github.com/kubernetes-incubator/custom-metrics-apiserver/pkg/cmd"
diff --git a/go.mod b/go.mod
index b3ed02fc..3ff13461 100644
--- a/go.mod
+++ b/go.mod
@@ -19,7 +19,7 @@ require (
 	k8s.io/apiserver v0.18.5
 	k8s.io/client-go v0.18.5
 	k8s.io/component-base v0.18.5
-	k8s.io/klog v1.0.0
+	k8s.io/klog/v2 v2.3.0
 	k8s.io/kube-openapi v0.0.0-20200410145947-61e04a5be9a6
 	k8s.io/metrics v0.18.5
 	k8s.io/sample-apiserver v0.18.5
diff --git a/pkg/client/api.go b/pkg/client/api.go
index 10fd8607..84cf7d17 100644
--- a/pkg/client/api.go
+++ b/pkg/client/api.go
@@ -28,7 +28,7 @@ import (
 	"time"
 
 	"github.com/prometheus/common/model"
-	"k8s.io/klog"
+	"k8s.io/klog/v2"
 )
 
 // APIClient is a raw client to the Prometheus Query API.
diff --git a/pkg/custom-provider/provider.go b/pkg/custom-provider/provider.go
index 814d5650..35da12cb 100644
--- a/pkg/custom-provider/provider.go
+++ b/pkg/custom-provider/provider.go
@@ -34,7 +34,7 @@ import (
 	utilruntime "k8s.io/apimachinery/pkg/util/runtime"
 	"k8s.io/apimachinery/pkg/util/wait"
 	"k8s.io/client-go/dynamic"
-	"k8s.io/klog"
+	"k8s.io/klog/v2"
 	"k8s.io/metrics/pkg/apis/custom_metrics"
 
 	prom "github.com/directxman12/k8s-prometheus-adapter/pkg/client"
diff --git a/pkg/custom-provider/series_registry.go b/pkg/custom-provider/series_registry.go
index 911b6538..d87f62dc 100644
--- a/pkg/custom-provider/series_registry.go
+++ b/pkg/custom-provider/series_registry.go
@@ -27,7 +27,7 @@ import (
 	prom "github.com/directxman12/k8s-prometheus-adapter/pkg/client"
 	"github.com/directxman12/k8s-prometheus-adapter/pkg/naming"
 	pmodel "github.com/prometheus/common/model"
-	"k8s.io/klog"
+	"k8s.io/klog/v2"
 )
 
 // NB: container metrics sourced from cAdvisor don't consistently follow naming conventions,
diff --git a/pkg/external-provider/basic_metric_lister.go b/pkg/external-provider/basic_metric_lister.go
index 987041fc..82cb8857 100644
--- a/pkg/external-provider/basic_metric_lister.go
+++ b/pkg/external-provider/basic_metric_lister.go
@@ -22,7 +22,7 @@ import (
 	"time"
 
 	pmodel "github.com/prometheus/common/model"
-	"k8s.io/klog"
+	"k8s.io/klog/v2"
 
 	prom "github.com/directxman12/k8s-prometheus-adapter/pkg/client"
 	"github.com/directxman12/k8s-prometheus-adapter/pkg/naming"
diff --git a/pkg/external-provider/external_series_registry.go b/pkg/external-provider/external_series_registry.go
index 98fe23a0..75004787 100644
--- a/pkg/external-provider/external_series_registry.go
+++ b/pkg/external-provider/external_series_registry.go
@@ -18,7 +18,7 @@ import (
 
 	"github.com/kubernetes-incubator/custom-metrics-apiserver/pkg/provider"
 	"k8s.io/apimachinery/pkg/labels"
-	"k8s.io/klog"
+	"k8s.io/klog/v2"
 
 	prom "github.com/directxman12/k8s-prometheus-adapter/pkg/client"
 	"github.com/directxman12/k8s-prometheus-adapter/pkg/naming"
diff --git a/pkg/external-provider/provider.go b/pkg/external-provider/provider.go
index 44d004c6..b8b8a431 100644
--- a/pkg/external-provider/provider.go
+++ b/pkg/external-provider/provider.go
@@ -21,7 +21,7 @@ import (
 	"k8s.io/apimachinery/pkg/runtime/schema"
 
 	pmodel "github.com/prometheus/common/model"
-	"k8s.io/klog"
+	"k8s.io/klog/v2"
 
 	"github.com/kubernetes-incubator/custom-metrics-apiserver/pkg/provider"
 
diff --git a/pkg/naming/resource_converter.go b/pkg/naming/resource_converter.go
index c1e61b81..d4acfef0 100644
--- a/pkg/naming/resource_converter.go
+++ b/pkg/naming/resource_converter.go
@@ -30,7 +30,7 @@ import (
 	"github.com/directxman12/k8s-prometheus-adapter/pkg/config"
 	"github.com/kubernetes-incubator/custom-metrics-apiserver/pkg/provider"
 	pmodel "github.com/prometheus/common/model"
-	"k8s.io/klog"
+	"k8s.io/klog/v2"
 )
 
 var (
diff --git a/pkg/resourceprovider/provider.go b/pkg/resourceprovider/provider.go
index da0bc70b..37add1a3 100644
--- a/pkg/resourceprovider/provider.go
+++ b/pkg/resourceprovider/provider.go
@@ -28,7 +28,7 @@ import (
 	"k8s.io/apimachinery/pkg/labels"
 	"k8s.io/apimachinery/pkg/runtime/schema"
 	apitypes "k8s.io/apimachinery/pkg/types"
-	"k8s.io/klog"
+	"k8s.io/klog/v2"
 	metrics "k8s.io/metrics/pkg/apis/metrics"
 	"sigs.k8s.io/metrics-server/pkg/api"