on DevOps space
Cluster Autoscaler VS Karpenter
Proposal: Migration from Cluster Autoscaler to Karpenter for EKS Cluster Overview The most common approach to scaling Kubernetes clusters in AWS is to use Cluster Autoscaler (CA), which automatically adjusts the number of nodes based on pod resource requirements. However, CA has limitations when managing mixed-instance Auto Scaling Groups (ASG), leading to inefficiencies in scaling down nodes. To address these issues, we propose migrating to Karpenter, a Kubernetes-based node provisioning solution that offers advanced features like direct EC2 provisioning and customizability....