Q2 AKS Domain 1 · 20–25% of exam

An application needs to scale from 2 to 50 pod replicas based on CPU utilization. Which Kubernetes resource should you configure?

  1. A Cluster Autoscaler
  2. B Horizontal Pod Autoscaler (HPA) (correct answer)
  3. C Vertical Pod Autoscaler (VPA)
  4. D DaemonSet

Shortcut: HPA scales pod replicas horizontally based on observed metrics (CPU, memory, custom metrics). VPA adjusts resource requests/limits on existing pods.