Kubernetes autoscaling: HPA vs Cluster Autoscaler - what does each scale?

Answer

HPA (Horizontal Pod Autoscaler) scales the number of pods based on metrics (CPU, memory, custom). Cluster Autoscaler scales the number of nodes in the cluster when pods can’t be scheduled due to lack of resources. They often work together: HPA adds pods, Cluster Autoscaler adds nodes if needed.