Optimize Amazon EKS workloads for performance and cost
summary
Covers open-source tools and approaches for reducing cost and improving performance of Amazon EKS workloads, focusing on Karpenter as a high-performance Kubernetes cluster autoscaler for faster infrastructure provisioning, and Kubernetes-native tools such as Kubecost for cost visibility and optimization of compute and networking.
AI-written summary · about
chapters (28)
- 0:00Intro
- 1:11Breaking down Amazon EKS workloads costs
- 2:44Why Kubernetes cost optimization is necessary
- 4:19Compute efficiency requirements
- 6:02What if we remove the concept of node groups?
- 6:56Compute per workload scheduling requirements
- 8:16Provisioner CRD
- 9:25AWS Graviton Processors
- 10:40Automated Multi-Arch Builds
- 12:16Why run containers on Graviton with Karpenter?
- 13:20EC2 Spot interruption handling with Karpenter
- 15:35Pods can be scheduled on existing nodes
- 16:22Pods can be scheduled on a cheaper node
- 17:02On demand node can be replaced with spot
- 18:11Disable consolidation
- 20:14EKS node viewer
- 20:45Layers of cost visibility: Multi-tenant clusters
- 22:01Launch marketplace software with EKS add-ons
- 23:13Kubecost playground
- 23:43Kubecost right sizing recommendations
- 24:06CUDOS (cost intelligence) dashboard
- 24:53Cost Intelligence Dashboard EKS Insights
- 25:48Spot placement score (SPS)
- 27:20Spot placement score tracker
- 27:51Networking costs
- 30:30AWS Graviton and Amazon EKS considerations
- 31:30Introducing Finch
- 40:24Key takeaways
related talks
40mOptimize EKS Cost and Scaling with Karpenter
25mHow to take your Kubernetes cluster to next level with Karpenter, Ray and Amazon EKS?
33mKarpenter: Best Practices and Cost Optimization Techniques
34mReduce Costs and Optimize on Your Cloud with Karpenter
31mKubernetes workloads with Karpenter & Amazon EKS
29mCutting Costs and Boosting Efficiency with Karpenter and KEDA on Kubernetes
33mOptimizando Clústeres de Kubernetes Gestión Eficiente de Cargas de Trabajo Karpenter
29mThe Frugal k8s Engineer: Strategies for Amazon EKS
