Resource & Cost Optimization
3 min read
Practical strategies for resource efficiency and cost reduction in EKS clusters. Covers Karpenter-based intelligent node provisioning, Pod resource rightsizing, and FinOps-based cost management.
Karpenter AutoscalingIntelligent node provisioning with Karpenter, Spot instance utilization, and cost optimization strategiesKubernetes DRADynamic Resource Allocation as a general-purpose framework — DeviceClass/ResourceClaim core model, non-GPU resource types (NIC, interconnect, FPGA), adoption criteriaEKS Resource OptimizationPod resource rightsizing, Request/Limit tuning, and VPA/HPA utilization strategiesLarge-Scale EKS Cost ManagementFinOps-based cost structure analysis, Kubecost usage, and 30-90% cost reduction strategies