diff --git a/autoscaler/cluster-autoscaler-autodiscover.yaml b/autoscaler/cluster-autoscaler-autodiscover.yaml
new file mode 100644
index 0000000..bece466
--- /dev/null
+++ b/autoscaler/cluster-autoscaler-autodiscover.yaml
@@ -0,0 +1,188 @@
+---
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  labels:
+    k8s-addon: cluster-autoscaler.addons.k8s.io
+    k8s-app: cluster-autoscaler
+  name: cluster-autoscaler
+  namespace: kube-system
+
+---
+apiVersion: rbac.authorization.k8s.io/v1
+kind: ClusterRole
+metadata:
+  name: cluster-autoscaler
+  labels:
+    k8s-addon: cluster-autoscaler.addons.k8s.io
+    k8s-app: cluster-autoscaler
+rules:
+  - apiGroups: [""]
+    resources: ["events", "endpoints"]
+    verbs: ["create", "patch"]
+  - apiGroups: [""]
+    resources: ["pods/eviction"]
+    verbs: ["create"]
+  - apiGroups: [""]
+    resources: ["pods/status"]
+    verbs: ["update"]
+  - apiGroups: [""]
+    resources: ["endpoints"]
+    resourceNames: ["cluster-autoscaler"]
+    verbs: ["get", "update"]
+  - apiGroups: [""]
+    resources: ["nodes"]
+    verbs: ["watch", "list", "get", "update"]
+  - apiGroups: [""]
+    resources:
+      - "namespaces"
+      - "pods"
+      - "services"
+      - "replicationcontrollers"
+      - "persistentvolumeclaims"
+      - "persistentvolumes"
+    verbs: ["watch", "list", "get"]
+  - apiGroups: ["extensions"]
+    resources: ["replicasets", "daemonsets"]
+    verbs: ["watch", "list", "get"]
+  - apiGroups: ["policy"]
+    resources: ["poddisruptionbudgets"]
+    verbs: ["watch", "list"]
+  - apiGroups: ["apps"]
+    resources: ["statefulsets", "replicasets", "daemonsets"]
+    verbs: ["watch", "list", "get"]
+  - apiGroups: ["storage.k8s.io"]
+    resources: ["storageclasses", "csinodes", "csidrivers", "csistoragecapacities"]
+    verbs: ["watch", "list", "get"]
+  - apiGroups: ["batch", "extensions"]
+    resources: ["jobs"]
+    verbs: ["get", "list", "watch", "patch"]
+  - apiGroups: ["coordination.k8s.io"]
+    resources: ["leases"]
+    verbs: ["create"]
+  - apiGroups: ["coordination.k8s.io"]
+    resourceNames: ["cluster-autoscaler"]
+    resources: ["leases"]
+    verbs: ["get", "update"]
+
+---
+apiVersion: rbac.authorization.k8s.io/v1
+kind: Role
+metadata:
+  name: cluster-autoscaler
+  namespace: kube-system
+  labels:
+    k8s-addon: cluster-autoscaler.addons.k8s.io
+    k8s-app: cluster-autoscaler
+rules:
+  - apiGroups: [""]
+    resources: ["configmaps"]
+    verbs: ["create","list","watch"]
+  - apiGroups: [""]
+    resources: ["configmaps"]
+    resourceNames: ["cluster-autoscaler-status", "cluster-autoscaler-priority-expander"]
+    verbs: ["delete", "get", "update", "watch"]
+
+
+---
+apiVersion: rbac.authorization.k8s.io/v1
+kind: ClusterRoleBinding
+metadata:
+  name: cluster-autoscaler
+  labels:
+    k8s-addon: cluster-autoscaler.addons.k8s.io
+    k8s-app: cluster-autoscaler
+roleRef:
+  apiGroup: rbac.authorization.k8s.io
+  kind: ClusterRole
+  name: cluster-autoscaler
+subjects:
+  - kind: ServiceAccount
+    name: cluster-autoscaler
+    namespace: kube-system
+
+
+---
+apiVersion: rbac.authorization.k8s.io/v1
+kind: RoleBinding
+metadata:
+  name: cluster-autoscaler
+  namespace: kube-system
+  labels:
+    k8s-addon: cluster-autoscaler.addons.k8s.io
+    k8s-app: cluster-autoscaler
+roleRef:
+  apiGroup: rbac.authorization.k8s.io
+  kind: Role
+  name: cluster-autoscaler
+subjects:
+  - kind: ServiceAccount
+    name: cluster-autoscaler
+    namespace: kube-system
+
+
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: cluster-autoscaler
+  namespace: kube-system
+  labels:
+    app: cluster-autoscaler
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: cluster-autoscaler
+  template:
+    metadata:
+      labels:
+        app: cluster-autoscaler
+      annotations:
+        prometheus.io/scrape: 'true'
+        prometheus.io/port: '8085'
+    spec:
+      priorityClassName: system-cluster-critical
+      securityContext:
+        runAsNonRoot: true
+        runAsUser: 65534
+        fsGroup: 65534
+      nodeSelector:
+        node-role.kubernetes.io/master: ''
+      tolerations:
+      - key: node-role.kubernetes.io/master
+        operator: Exists
+        effect: NoSchedule
+      serviceAccountName: cluster-autoscaler
+      containers:
+        - image: k8s.gcr.io/autoscaling/cluster-autoscaler:v1.22.2
+          name: cluster-autoscaler
+          resources:
+            limits:
+              cpu: 100m
+              memory: 600Mi
+            requests:
+              cpu: 100m
+              memory: 600Mi
+          command:
+            - ./cluster-autoscaler
+            - --v=4
+            - --stderrthreshold=info
+            - --cloud-provider=aws
+            - --skip-nodes-with-local-storage=false
+            - --expander=least-waste
+            - --node-group-auto-discovery=asg:tag=k8s.io/cluster-autoscaler/enabled,k8s.io/cluster-autoscaler/kubernetes
+          env:
+            - name: AWS_ACCESS_KEY_ID
+              valueFrom:
+                secretKeyRef:
+                  name: autoscaler-aws-keys
+                  key: access_key_id
+            - name: AWS_SECRET_ACCESS_KEY
+              valueFrom:
+                secretKeyRef:
+                  name: autoscaler-aws-keys
+                  key: secret_access_key
+            - name: AWS_REGION
+              value: us-east-2
+          imagePullPolicy: "Always"