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Understanding and Combining GKE Autoscaling Strategies

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Overview

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In this lab you will explore the benefits of different Google Kubernetes Engine autoscaling strategies, like Horizontal Pod Autoscaling and Vertical Pod Autoscaling for pod-level scaling, and Cluster Autoscaler and Node Auto Provisioning for node-level scaling.

Syllabus

  • GSP768
  • Overview
  • Setup and requirements
  • Task 1. Scale pods with Horizontal Pod Autoscaling
  • Task 2. Scale size of pods with Vertical Pod Autoscaling
  • Task 3. HPA results
  • Task 4. VPA results
  • Task 5. Cluster autoscaler
  • Task 6. Node Auto Provisioning
  • Task 7. Test with larger demand
  • Task 8. Optimize larger loads
  • Congratulations!

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