resource-management

2 articles

Kubernetes autoscaling architecture showing HPA scaling pods based on metrics, VPA adjusting resource requests, and cluster autoscaler adding nodes when pods are unschedulable

Kubernetes Resource Management and Autoscaling Strategies

Master Kubernetes resource requests, limits, QoS classes, Horizontal Pod Autoscaler, Vertical Pod Autoscaler, and cluster autoscaling with practical configurations that balance performance, cost, and reliability.

Dec 30, 2023·5 min read

Kubernetes pod resource allocation showing requested versus limit boundaries for CPU and memory

DevOps

Kubernetes Resource Limits and Requests Guide

How to set CPU and memory requests and limits in Kubernetes correctly — avoiding OOMKills, CPU throttling, and wasted cluster capacity with practical sizing strategies.

Jun 15, 2022·5 min read

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