diff --git a/memorystore/redis/gce_deployment/deploy.sh b/memorystore/redis/gce_deployment/deploy.sh
index 0b14a4a008..474181d345 100644
--- a/memorystore/redis/gce_deployment/deploy.sh
+++ b/memorystore/redis/gce_deployment/deploy.sh
@@ -24,8 +24,8 @@ if [ -z "$REDISPORT" ]; then
   exit 1
 fi
 
-if [ -z "$GCS_APP_LOCATION" ]; then
-  echo "Must set \$GCS_APP_LOCATION. For example: GCS_APP_LOCATION=gs://my-bucket/gce/"
+if [ -z "$GCS_BUCKET_NAME" ]; then
+  echo "Must set \$GCS_BUCKET_NAME. For example: GCS_BUCKET_NAME=my-bucket"
   exit 1
 fi
 
@@ -36,8 +36,7 @@ fi
 
 #Upload the tar to GCS
 tar -cvf app.tar -C .. package.json server.js
-# Copy to GCS bucket
-gsutil cp app.tar $GCS_APP_LOCATION
+gsutil cp app.tar gs://"$GCS_BUCKET_NAME"/gce/
 
 # Create an instance
 gcloud compute instances create my-instance \
@@ -46,7 +45,7 @@ gcloud compute instances create my-instance \
     --machine-type=g1-small \
     --scopes cloud-platform \
     --metadata-from-file startup-script=startup-script.sh \
-    --metadata app-location=$GCS_APP_LOCATION,redis-host=$REDISHOST,redis-port=$REDISPORT \
+    --metadata gcs-bucket=$GCS_BUCKET_NAME,redis-host=$REDISHOST,redis-port=$REDISPORT \
     --zone $ZONE \
     --tags http-server
 
diff --git a/memorystore/redis/gce_deployment/startup-script.sh b/memorystore/redis/gce_deployment/startup-script.sh
index e9bed47968..a6462b21dd 100644
--- a/memorystore/redis/gce_deployment/startup-script.sh
+++ b/memorystore/redis/gce_deployment/startup-script.sh
@@ -18,7 +18,7 @@ set -ex
 
 # Talk to the metadata server to get the project id and location of application binary.
 PROJECTID=$(curl -s "http://metadata.google.internal/computeMetadata/v1/project/project-id" -H "Metadata-Flavor: Google")
-GCS_APP_LOCATION=$(curl -s "http://metadata.google.internal/computeMetadata/v1/instance/attributes/app-location" -H "Metadata-Flavor: Google")
+GCS_BUCKET_NAME=$(curl -s "http://metadata.google.internal/computeMetadata/v1/instance/attributes/gcs-bucket" -H "Metadata-Flavor: Google")
 REDISHOST=$(curl -s "http://metadata.google.internal/computeMetadata/v1/instance/attributes/redis-host" -H "Metadata-Flavor: Google")
 REDISPORT=$(curl -s "http://metadata.google.internal/computeMetadata/v1/instance/attributes/redis-port" -H "Metadata-Flavor: Google")
 
@@ -34,7 +34,7 @@ apt-get install -yq ca-certificates supervisor nodejs build-essential
 curl -s "https://storage.googleapis.com/signals-agents/logging/google-fluentd-install.sh" | bash
 service google-fluentd restart &
 
-gsutil cp "$GCS_APP_LOCATION"** /
+gsutil cp gs://"$GCS_BUCKET_NAME"/gce/app.tar /app.tar
 mkdir -p /app
 tar -x -f /app.tar -C /app
 cd /app