Mid From PDF Microservices Microservices

Vertical Pod Autoscaling (VPA):?

Short answer: Automatically adjusts CPU and memory limits for the pods to optimize performance.

Explain a bit more

This is useful when pods experience resource contention but might not need horizontal scaling. Relevance to microservices: Kubernetes auto-scaling is essential in microservices to ensure that each service can scale independently based on its needs, without manual intervention. This allows the system to remain performant and available even as load fluctuates.

Real-world example (ShopNest)

ShopNest splits Catalog, Cart, Order, and Payment into services so teams can deploy catalog changes without redeploying payments.

Say this in the interview

  1. Define — one clear sentence (the short answer above).
  2. Example — relate it to a project like ShopNest or your real work.
  3. Trade-off — when you would not use it.
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