diff --git a/Dockerfile b/Dockerfile
index cab9a8d0..290cd26b 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -39,7 +39,7 @@ ENV GPU_NODE_MIN_SIZE="0"
 ENV GPU_PER_NODE="1"
 
 # gcloud config
-ENV KUBERNETES_VERSION="1.16"
+ENV KUBERNETES_VERSION="1.17"
 ENV CLOUDSDK_CORE_PROJECT=""
 ENV CLOUDSDK_CONTAINER_CLUSTER=""
 ENV CLOUDSDK_BUCKET=""
diff --git a/conf/helmfile.d/0210.autoscaler.yaml b/conf/helmfile.d/0210.autoscaler.yaml
index ecfa6727..504bc80f 100644
--- a/conf/helmfile.d/0210.autoscaler.yaml
+++ b/conf/helmfile.d/0210.autoscaler.yaml
@@ -27,7 +27,7 @@ releases:
 
       image:
         repository: vanvalenlab/kiosk-autoscaler
-        tag: 0.5.0
+        tag: 0.6.0
 
       resources:
         requests:
diff --git a/conf/helmfile.d/0220.redis-janitor.yaml b/conf/helmfile.d/0220.redis-janitor.yaml
index d79aa79f..ded2bb0d 100644
--- a/conf/helmfile.d/0220.redis-janitor.yaml
+++ b/conf/helmfile.d/0220.redis-janitor.yaml
@@ -27,7 +27,7 @@ releases:
 
       image:
         repository: vanvalenlab/kiosk-redis-janitor
-        tag: 0.4.0
+        tag: 0.5.0
 
       resources:
         requests: