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Vertical Pod Autoscaler

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Linux Ops Smart Journey
Linux Ops Smart Journey
Oct 15, 2024 · Cloud Native

Master Kubernetes Vertical Pod Autoscaler (VPA): Installation, Configuration, and Real‑World Tuning

This guide explains what Kubernetes VPA is, its architecture, version compatibility, step‑by‑step installation, certificate setup, manifest generation, practical VPA configuration, validation procedures, performance testing, and known limitations, enabling you to optimize pod resources in cloud‑native clusters.

Cloud NativeK8sKubernetes
0 likes · 12 min read
Master Kubernetes Vertical Pod Autoscaler (VPA): Installation, Configuration, and Real‑World Tuning
Bilibili Tech
Bilibili Tech
Feb 14, 2023 · Cloud Native

Bilibili's Vertical Pod Autoscaler (VPA) Practice and Cluster Resource Governance

Bilibili extended Kubernetes with a custom in‑place Vertical Pod Autoscaler framework—including generator, recommender, updater, and webhook controllers plus a management platform for strategy tuning, avoidance, analysis, and anomaly detection—reducing over‑provisioned resources across its ten‑thousand‑node private cloud and achieving up to 60 % CPU and 30 % memory savings.

AutomationCloud NativeKubernetes
0 likes · 19 min read
Bilibili's Vertical Pod Autoscaler (VPA) Practice and Cluster Resource Governance