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Configuring requests & limits with the HPA at scale, with Alexandre Souza

53 min • 24 september 2024

Alexandre Souza, a senior platform engineer at Getir, shares his expertise in managing large-scale environments and configuring requests, limits, and autoscaling.

He explores the challenges of over-provisioning and under-provisioning and discusses strategies for optimizing resource allocation using tools like Horizontal Pod Autoscaler (HPA) and Vertical Pod Autoscaler (VPA).

You will learn:

  • How to set appropriate resource requests and limits to balance application performance and cost-efficiency in large-scale Kubernetes environments.

  • Strategies for implementing and configuring Horizontal Pod Autoscaler (HPA), including scaling policies and behavior management.

  • The differences between CPU and memory management in Kubernetes and their impact on workload performance.

  • Techniques for leveraging tools like KubeCost and StormForge to automate resource optimization.

Sponsor

This episode is sponsored by VictoriaMetrics - request a free trial for VictoriaMetrics enterprise today.

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