Kubernetes Cost Optimization 2026: Practical Guide
Reduce Kubernetes cost in 2026: right-size with VPA, node efficiency with Karpenter, autoscale with HPA/KEDA, add FinOps visibility and chargeback.
K8s Guru
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6 min
vpa
Autoscaling in 2025: The State of the Art
A comprehensive retrospective on Kubernetes autoscaling evolution from 2016 to 2025—covering the current landscape, emerging patterns, cost optimization strategies, and future trends.
K8s Guru
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8 min
The Autoscaling Trinity: HPA, VPA, and Cluster Autoscaler Together
Orchestrating Horizontal Pod Autoscaler, Vertical Pod Autoscaler, and Cluster Autoscaler together for comprehensive Kubernetes autoscaling—covering coordination strategies, conflict avoidance, and cost optimization.
K8s Guru
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7 min
Vertical Pod Autoscaler (VPA) Alpha: Right-Sizing Pod Resources
Kubernetes 1.9 introduces Vertical Pod Autoscaler alpha, enabling automatic resource request and limit adjustment for pods based on historical usage patterns.
K8s Guru
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6 min