diff --git a/hack/lib/init.sh b/hack/lib/init.sh
index 7e57c90da85..64a4099522a 100755
--- a/hack/lib/init.sh
+++ b/hack/lib/init.sh
@@ -53,7 +53,8 @@ KUBE_OUTPUT_HOSTBIN="${KUBE_OUTPUT_BINPATH}/$(kube::util::host_platform)"
 KUBE_AVAILABLE_GROUP_VERSIONS="${KUBE_AVAILABLE_GROUP_VERSIONS:-\
 v1 \
 admissionregistration.k8s.io/v1alpha1 \
-admission.k8s.io/v1alpha1 \
+admissionregistration.k8s.io/v1beta1 \
+admission.k8s.io/v1beta1 \
 apps/v1beta1 \
 apps/v1beta2 \
 apps/v1 \
@@ -88,7 +89,7 @@ KUBE_NONSERVER_GROUP_VERSIONS="
  abac.authorization.kubernetes.io/v1beta1 \
  componentconfig/v1alpha1 \
  imagepolicy.k8s.io/v1alpha1\
- admission.k8s.io/v1alpha1\
+ admission.k8s.io/v1beta1\
 "
 
 # This emulates "readlink -f" which is not available on MacOS X.
diff --git a/hack/update-generated-protobuf-dockerized.sh b/hack/update-generated-protobuf-dockerized.sh
index 937c83f4ecd..27e8eff705c 100755
--- a/hack/update-generated-protobuf-dockerized.sh
+++ b/hack/update-generated-protobuf-dockerized.sh
@@ -71,6 +71,7 @@ PACKAGES=(
   k8s.io/api/storage/v1beta1
   k8s.io/api/storage/v1
   k8s.io/api/admissionregistration/v1alpha1
+  k8s.io/api/admissionregistration/v1beta1
   k8s.io/api/admission/v1beta1
   k8s.io/api/networking/v1
   k8s.io/metrics/pkg/apis/metrics/v1alpha1
diff --git a/staging/src/k8s.io/apiextensions-apiserver/Godeps/Godeps.json b/staging/src/k8s.io/apiextensions-apiserver/Godeps/Godeps.json
index ecfc02e4f21..346e464301f 100644
--- a/staging/src/k8s.io/apiextensions-apiserver/Godeps/Godeps.json
+++ b/staging/src/k8s.io/apiextensions-apiserver/Godeps/Godeps.json
@@ -526,6 +526,10 @@
 			"ImportPath": "k8s.io/api/admissionregistration/v1alpha1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
 		},
+		{
+			"ImportPath": "k8s.io/api/admissionregistration/v1beta1",
+			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+		},
 		{
 			"ImportPath": "k8s.io/api/apps/v1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
@@ -1194,6 +1198,10 @@
 			"ImportPath": "k8s.io/client-go/informers/admissionregistration/v1alpha1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
 		},
+		{
+			"ImportPath": "k8s.io/client-go/informers/admissionregistration/v1beta1",
+			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+		},
 		{
 			"ImportPath": "k8s.io/client-go/informers/apps",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
@@ -1342,6 +1350,10 @@
 			"ImportPath": "k8s.io/client-go/kubernetes/typed/admissionregistration/v1alpha1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
 		},
+		{
+			"ImportPath": "k8s.io/client-go/kubernetes/typed/admissionregistration/v1beta1",
+			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+		},
 		{
 			"ImportPath": "k8s.io/client-go/kubernetes/typed/apps/v1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
@@ -1446,6 +1458,10 @@
 			"ImportPath": "k8s.io/client-go/listers/admissionregistration/v1alpha1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
 		},
+		{
+			"ImportPath": "k8s.io/client-go/listers/admissionregistration/v1beta1",
+			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+		},
 		{
 			"ImportPath": "k8s.io/client-go/listers/apps/v1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
diff --git a/staging/src/k8s.io/apiserver/Godeps/Godeps.json b/staging/src/k8s.io/apiserver/Godeps/Godeps.json
index 5db33d9f275..b6df936cda7 100644
--- a/staging/src/k8s.io/apiserver/Godeps/Godeps.json
+++ b/staging/src/k8s.io/apiserver/Godeps/Godeps.json
@@ -774,6 +774,10 @@
 			"ImportPath": "k8s.io/api/admissionregistration/v1alpha1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
 		},
+		{
+			"ImportPath": "k8s.io/api/admissionregistration/v1beta1",
+			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+		},
 		{
 			"ImportPath": "k8s.io/api/apps/v1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
@@ -1122,6 +1126,10 @@
 			"ImportPath": "k8s.io/client-go/informers/admissionregistration/v1alpha1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
 		},
+		{
+			"ImportPath": "k8s.io/client-go/informers/admissionregistration/v1beta1",
+			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+		},
 		{
 			"ImportPath": "k8s.io/client-go/informers/apps",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
@@ -1274,6 +1282,14 @@
 			"ImportPath": "k8s.io/client-go/kubernetes/typed/admissionregistration/v1alpha1/fake",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
 		},
+		{
+			"ImportPath": "k8s.io/client-go/kubernetes/typed/admissionregistration/v1beta1",
+			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+		},
+		{
+			"ImportPath": "k8s.io/client-go/kubernetes/typed/admissionregistration/v1beta1/fake",
+			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+		},
 		{
 			"ImportPath": "k8s.io/client-go/kubernetes/typed/apps/v1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
@@ -1478,6 +1494,10 @@
 			"ImportPath": "k8s.io/client-go/listers/admissionregistration/v1alpha1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
 		},
+		{
+			"ImportPath": "k8s.io/client-go/listers/admissionregistration/v1beta1",
+			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+		},
 		{
 			"ImportPath": "k8s.io/client-go/listers/apps/v1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
diff --git a/staging/src/k8s.io/client-go/Godeps/Godeps.json b/staging/src/k8s.io/client-go/Godeps/Godeps.json
index 32a753405b9..296eddf68c5 100644
--- a/staging/src/k8s.io/client-go/Godeps/Godeps.json
+++ b/staging/src/k8s.io/client-go/Godeps/Godeps.json
@@ -374,6 +374,10 @@
 			"ImportPath": "k8s.io/api/admissionregistration/v1alpha1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
 		},
+		{
+			"ImportPath": "k8s.io/api/admissionregistration/v1beta1",
+			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+		},
 		{
 			"ImportPath": "k8s.io/api/apps/v1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
diff --git a/staging/src/k8s.io/kube-aggregator/Godeps/Godeps.json b/staging/src/k8s.io/kube-aggregator/Godeps/Godeps.json
index 17dc183fcbb..07fe685f7d1 100644
--- a/staging/src/k8s.io/kube-aggregator/Godeps/Godeps.json
+++ b/staging/src/k8s.io/kube-aggregator/Godeps/Godeps.json
@@ -502,6 +502,10 @@
 			"ImportPath": "k8s.io/api/admissionregistration/v1alpha1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
 		},
+		{
+			"ImportPath": "k8s.io/api/admissionregistration/v1beta1",
+			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+		},
 		{
 			"ImportPath": "k8s.io/api/apps/v1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
@@ -1178,6 +1182,10 @@
 			"ImportPath": "k8s.io/client-go/informers/admissionregistration/v1alpha1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
 		},
+		{
+			"ImportPath": "k8s.io/client-go/informers/admissionregistration/v1beta1",
+			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+		},
 		{
 			"ImportPath": "k8s.io/client-go/informers/apps",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
@@ -1326,6 +1334,10 @@
 			"ImportPath": "k8s.io/client-go/kubernetes/typed/admissionregistration/v1alpha1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
 		},
+		{
+			"ImportPath": "k8s.io/client-go/kubernetes/typed/admissionregistration/v1beta1",
+			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+		},
 		{
 			"ImportPath": "k8s.io/client-go/kubernetes/typed/apps/v1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
@@ -1430,6 +1442,10 @@
 			"ImportPath": "k8s.io/client-go/listers/admissionregistration/v1alpha1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
 		},
+		{
+			"ImportPath": "k8s.io/client-go/listers/admissionregistration/v1beta1",
+			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+		},
 		{
 			"ImportPath": "k8s.io/client-go/listers/apps/v1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
diff --git a/staging/src/k8s.io/metrics/Godeps/Godeps.json b/staging/src/k8s.io/metrics/Godeps/Godeps.json
index 155f834ab7d..430cd95cbe0 100644
--- a/staging/src/k8s.io/metrics/Godeps/Godeps.json
+++ b/staging/src/k8s.io/metrics/Godeps/Godeps.json
@@ -202,6 +202,10 @@
 			"ImportPath": "k8s.io/api/admissionregistration/v1alpha1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
 		},
+		{
+			"ImportPath": "k8s.io/api/admissionregistration/v1beta1",
+			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+		},
 		{
 			"ImportPath": "k8s.io/api/apps/v1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
diff --git a/staging/src/k8s.io/sample-apiserver/Godeps/Godeps.json b/staging/src/k8s.io/sample-apiserver/Godeps/Godeps.json
index c3c1d734605..cef8f9a6210 100644
--- a/staging/src/k8s.io/sample-apiserver/Godeps/Godeps.json
+++ b/staging/src/k8s.io/sample-apiserver/Godeps/Godeps.json
@@ -486,6 +486,10 @@
 			"ImportPath": "k8s.io/api/admissionregistration/v1alpha1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
 		},
+		{
+			"ImportPath": "k8s.io/api/admissionregistration/v1beta1",
+			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+		},
 		{
 			"ImportPath": "k8s.io/api/apps/v1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
@@ -1170,6 +1174,10 @@
 			"ImportPath": "k8s.io/client-go/informers/admissionregistration/v1alpha1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
 		},
+		{
+			"ImportPath": "k8s.io/client-go/informers/admissionregistration/v1beta1",
+			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+		},
 		{
 			"ImportPath": "k8s.io/client-go/informers/apps",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
@@ -1318,6 +1326,10 @@
 			"ImportPath": "k8s.io/client-go/kubernetes/typed/admissionregistration/v1alpha1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
 		},
+		{
+			"ImportPath": "k8s.io/client-go/kubernetes/typed/admissionregistration/v1beta1",
+			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+		},
 		{
 			"ImportPath": "k8s.io/client-go/kubernetes/typed/apps/v1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
@@ -1422,6 +1434,10 @@
 			"ImportPath": "k8s.io/client-go/listers/admissionregistration/v1alpha1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
 		},
+		{
+			"ImportPath": "k8s.io/client-go/listers/admissionregistration/v1beta1",
+			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+		},
 		{
 			"ImportPath": "k8s.io/client-go/listers/apps/v1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
diff --git a/staging/src/k8s.io/sample-controller/Godeps/Godeps.json b/staging/src/k8s.io/sample-controller/Godeps/Godeps.json
index 4368edf042c..e0339e15d9b 100644
--- a/staging/src/k8s.io/sample-controller/Godeps/Godeps.json
+++ b/staging/src/k8s.io/sample-controller/Godeps/Godeps.json
@@ -242,6 +242,10 @@
 			"ImportPath": "k8s.io/api/admissionregistration/v1alpha1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
 		},
+		{
+			"ImportPath": "k8s.io/api/admissionregistration/v1beta1",
+			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+		},
 		{
 			"ImportPath": "k8s.io/api/apps/v1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
@@ -526,6 +530,10 @@
 			"ImportPath": "k8s.io/client-go/informers/admissionregistration/v1alpha1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
 		},
+		{
+			"ImportPath": "k8s.io/client-go/informers/admissionregistration/v1beta1",
+			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+		},
 		{
 			"ImportPath": "k8s.io/client-go/informers/apps",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
@@ -674,6 +682,10 @@
 			"ImportPath": "k8s.io/client-go/kubernetes/typed/admissionregistration/v1alpha1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
 		},
+		{
+			"ImportPath": "k8s.io/client-go/kubernetes/typed/admissionregistration/v1beta1",
+			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+		},
 		{
 			"ImportPath": "k8s.io/client-go/kubernetes/typed/apps/v1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
@@ -778,6 +790,10 @@
 			"ImportPath": "k8s.io/client-go/listers/admissionregistration/v1alpha1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
 		},
+		{
+			"ImportPath": "k8s.io/client-go/listers/admissionregistration/v1beta1",
+			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
+		},
 		{
 			"ImportPath": "k8s.io/client-go/listers/apps/v1",
 			"Rev": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"