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Beyond Your Bill — selected guide

Monitoring for app right-sizing in GKE

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An unnamed presenter frames application right-sizing as a shared discipline: platform teams expose evidence and application owners tune workloads over time. The 2021 GKE metrics, recommendations, RBAC, quotas, autoscaling, and dashboard specifics require current docs and controlled workload testing.

Key Points Covered

  • Right-sizing repeatedly adjusts workload requests as demand and application behavior change. [00:00:00]
  • Namespace or team views can expose overprovisioning to accountable owners. [00:01:02]
  • The historical approach compares requested CPU and memory with platform recommendations, then drills into workloads. [00:02:06]
  • Per-application views combine utilization, requests, limits, and autoscaler targets; low utilization warrants investigation, not an automatic cut. [00:03:08]
  • The presenter says cost optimization should balance cost with performance and stability. [00:03:08]-[00:04:11]

Full video: https://www.youtube.com/watch?v=3bbVOp4y3MI(opens in a new tab)