How does Horizontal Pod Autoscaler (HPA) work?

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Kubernetes questions test workload design, networking, storage, scheduling, security, and day-2 operations for container orchestration. How does Horizontal Pod Autoscaler (HPA) work? — explain the concept clearly, tie it to a real production scenario, and mention trade-offs and f…