Use the az aks update command to enable and configure the cluster autoscaler on the node pool for the existing cluster. Azure portal, under node pools, press scale, then choose auto scale. Reference: https://docs.microsoft.com/en-us/azure/aks/tutorial-kubernetes-scale https://docs.microsoft.com/en-us/azure/aks/cluster-autoscaler