diff --git a/cluster/addons/etcd-empty-dir-cleanup/etcd-empty-dir-cleanup.yaml b/cluster/addons/etcd-empty-dir-cleanup/etcd-empty-dir-cleanup.yaml
index 474ddf7c5c5..9b7fdf1e172 100644
--- a/cluster/addons/etcd-empty-dir-cleanup/etcd-empty-dir-cleanup.yaml
+++ b/cluster/addons/etcd-empty-dir-cleanup/etcd-empty-dir-cleanup.yaml
@@ -10,4 +10,4 @@ spec:
   dnsPolicy: Default
   containers:
   - name: etcd-empty-dir-cleanup
-    image: gcr.io/google_containers/etcd-empty-dir-cleanup:0.0.1
+    image: gcr.io/google-containers/etcd-empty-dir-cleanup:3.0.14.0
diff --git a/cluster/images/etcd-empty-dir-cleanup/Dockerfile b/cluster/images/etcd-empty-dir-cleanup/Dockerfile
index 3798a559ee8..4eb59960214 100644
--- a/cluster/images/etcd-empty-dir-cleanup/Dockerfile
+++ b/cluster/images/etcd-empty-dir-cleanup/Dockerfile
@@ -12,12 +12,14 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-FROM gliderlabs/alpine
+FROM busybox
+
+COPY etcdctl etcd-empty-dir-cleanup.sh /
+RUN chmod a+rx /etcdctl /etcd-empty-dir-cleanup.sh
 
-RUN apk-install bash
-ADD etcd-empty-dir-cleanup.sh etcd-empty-dir-cleanup.sh
-ADD etcdctl etcdctl
 ENV ETCDCTL /etcdctl
 ENV SLEEP_SECOND 3600
-RUN chmod +x etcd-empty-dir-cleanup.sh
-CMD bash /etcd-empty-dir-cleanup.sh
+
+USER nobody:nogroup
+
+ENTRYPOINT ["/etcd-empty-dir-cleanup.sh"]
diff --git a/cluster/images/etcd-empty-dir-cleanup/Makefile b/cluster/images/etcd-empty-dir-cleanup/Makefile
index 30aa2010763..d84a353ce00 100644
--- a/cluster/images/etcd-empty-dir-cleanup/Makefile
+++ b/cluster/images/etcd-empty-dir-cleanup/Makefile
@@ -14,9 +14,9 @@
 
 .PHONY:	build push
 
-ETCD_VERSION = 2.2.1
-IMAGE = gcr.io/google_containers/etcd-empty-dir-cleanup
-TAG = 0.0.1
+ETCD_VERSION = 3.0.14
+IMAGE = gcr.io/google-containers/etcd-empty-dir-cleanup
+TAG = 3.0.14.0
 
 clean:
 	rm -rf etcdctl etcd-v$(ETCD_VERSION)-linux-amd64 etcd-v$(ETCD_VERSION)-linux-amd64.tar.gz
diff --git a/cluster/images/etcd-empty-dir-cleanup/etcd-empty-dir-cleanup.sh b/cluster/images/etcd-empty-dir-cleanup/etcd-empty-dir-cleanup.sh
index cb0eb3109b4..e714cabf4ca 100644
--- a/cluster/images/etcd-empty-dir-cleanup/etcd-empty-dir-cleanup.sh
+++ b/cluster/images/etcd-empty-dir-cleanup/etcd-empty-dir-cleanup.sh
@@ -1,4 +1,4 @@
-#!/bin/bash
+#!/bin/sh
 
 # Copyright 2016 The Kubernetes Authors.
 #
@@ -17,7 +17,7 @@
 echo "Removing empty directories from etcd..."
 
 cleanup_empty_dirs () {
-  if [[ $(${ETCDCTL} ls $1) ]]; then
+  if [ "$(${ETCDCTL} ls $1)" ]; then
     for SUBDIR in $(${ETCDCTL} ls -p $1 | grep "/$")
     do
       cleanup_empty_dirs ${SUBDIR}
@@ -34,4 +34,4 @@ do
   cleanup_empty_dirs "/registry"
   echo "Done with cleanup."
   sleep ${SLEEP_SECOND}
-done
\ No newline at end of file
+done