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From 4.16, CloudStack supports automated deployment of the cluster autoscaler for Kubernetes Cluster versions 1.15.0 and higher.
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The autoscaler runs as a `cluster-autoscaler` service on the kubernetes cluster consisting of one pod which determines the capacity needs of the cluster.
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In order for the autoscaler to communicate with CloudStack, a separate service user **kubeadmin** is created in the same account as the cluster owner.
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The autoscaler uses this user's API keys to get the details of the cluster as well as dynamically scale it. It is imperative that this user
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is not altered or have its keys regenerated.
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The cluster-autoscaler can still be manually deployed on older versions of CloudStack for supported Kubernetes versions.
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The guide to manually deploying the cluster autoscaler can be found `here
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