Sankalp Rai Gambhirยท Fullstack Software & AI Engineer
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DevOps
January 30, 2024
4 min read

Kubernetes Resource Limits

Configure proper resource requests and limits to prevent resource starvation in production clusters

KubernetesDockerResource Management
The Problem

Without proper resource configuration, pods can consume unlimited CPU and memory, leading to node exhaustion, OOM kills, and application instability in production.

The Solution

Set appropriate resource requests and limits to guarantee minimum resources while preventing runaway consumption. Requests ensure scheduling, limits prevent abuse.

Kubernetes Resource Configuration
yaml
apiVersion: apps/v1
kind: Deployment
metadata:
  name: api-service
spec:
  containers:
  - name: app
    resources:
      requests:
        memory: "256Mi"
        cpu: "250m"
      limits:
        memory: "512Mi"
        cpu: "500m"
Key Takeaways
  • Preventing resource starvation in production clusters
  • Requests guarantee minimum resources for scheduling
  • Limits prevent pods from consuming excessive resources
  • Set limits based on actual application metrics
Common Use Cases
Multi-tenant clusters
Production deployments
Cost optimization
Related Resources
Kubernetes Resource Management