Automated Amazon EKS Pod Right-Sizing | Step-by-Step Demo with Amazon Bedrock and ArgoCD
Автор: Containers from the Couch
Загружено: 2026-03-11
Просмотров: 495
Описание:
Kubernetes right-sizing is a "Goldilocks" problem: too little CPU/memory and your apps crash; too much and you're wasting money. In this episode, AWS Senior Solutions Architects Hari Charan Ayada and Ioannis Moustakis show you a metrics-driven, GitOps approach to solve this for good. We demonstrate how to use Amazon Managed Service for Prometheus data and Amazon Bedrock to automatically generate human-readable Pull Requests that tune your Helm or Kustomize manifests.
GitHub Sample: https://github.com/aws-samples/K8sRes...
Read the Blog: https://aws.amazon.com/blogs/containe...
0:00 Intro: The Right-Sizing Challenge
1:10 The Resource Gap: Developers vs. Ops
4:58 HPA, VPA, and why reactive scaling falls short
9:08 Architecture: GitOps + Amazon Bedrock
14:51 Choosing a Strategy: Ensemble vs. Base Algorithms
22:09 The "Temp Cluster" Trick for YAML Abstraction
27:02 DEMO: Automating PRs with GitHub Actions
33:24 Safety Rails: Min/Max Guards & Approvals
35:41 Conclusion: Next Steps
#AWS #AmazonEKS #Kubernetes
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