📚 Resources

• Horizontal Pod Autoscaling: https://kubernetes.io/docs/concepts/workloads/autoscaling/horizontal-pod-autoscale/
• HorizontalPodAutoscaler Walkthrough (Metrics Server install for HPA): https://kubernetes.io/docs/tasks/run-application/horizontal-pod-autoscale-walkthrough/
• HPA scale-up/scale-down behavior tuning example: https://oneuptime.com/blog/post/2026-02-20-kubernetes-hpa-cpu-memory/view
• NVIDIA GPU Operator official install guide: https://docs.nvidia.com/datacenter/cloud-native/gpu-operator/latest/getting-started.html
• GPU Operator components and customization: https://github.com/NVIDIA/gpu-operator
• minikube's official free NVIDIA GPU tutorial: https://minikube.sigs.k8s.io/docs/tutorials/nvidia/

Week 10 · Cloud Foundations for AI: Providers, IAM & Cost Guardrails