Skip to main content
Career Paths
Concepts
Kubernetes Serverless
The Simplified Tech

Role-based learning paths to help you master cloud engineering with clarity and confidence.

Product

  • Career Paths
  • Interview Prep
  • Scenarios
  • AI Features
  • Cloud Comparison
  • Resume Builder
  • Pricing

Community

  • Join Discord

Account

  • Dashboard
  • Credits
  • Updates
  • Sign in
  • Sign up
  • Contact Support

Stay updated

Get the latest learning tips and updates. No spam, ever.

Terms of ServicePrivacy Policy

© 2026 TheSimplifiedTech. All rights reserved.

BackBack
Interactive Explainer

Serverless on Kubernetes: Knative & KEDA

Scale-to-zero workloads with Knative Serving, event-driven autoscaling with KEDA, and FaaS patterns on Kubernetes.

🎯Key Takeaways
Knative: HTTP scale-to-zero (request-driven)
KEDA: event-driven scale (queue/stream-driven)
Cold start: set minScale=1 for latency-sensitive services

Serverless on Kubernetes: Knative & KEDA

Scale-to-zero workloads with Knative Serving, event-driven autoscaling with KEDA, and FaaS patterns on Kubernetes.

~1 min read
Be the first to complete!
What you'll learn
  • Knative: HTTP scale-to-zero (request-driven)
  • KEDA: event-driven scale (queue/stream-driven)
  • Cold start: set minScale=1 for latency-sensitive services

Serverless K8s Patterns

Knative Serving: HTTP services that scale to zero when idle and scale up in under 1 second on request (using Kubernetes HPA + Knative activator for cold starts). KEDA (Kubernetes Event-Driven Autoscaling): scale pods based on external metrics like queue depth, Kafka lag, or database rows.

Key takeaways

  • Knative: HTTP scale-to-zero (request-driven)
  • KEDA: event-driven scale (queue/stream-driven)
  • Cold start: set minScale=1 for latency-sensitive services

Ready to see how this works in the cloud?

Switch to Career Paths for structured paths (e.g. Developer, DevOps) and provider-specific lessons.

View role-based paths

Sign in to track your progress and mark lessons complete.

Discussion

Questions? Discuss in the community or start a thread below.

Join Discord

In-app Q&A

Sign in to start or join a thread.