Batch Inference on AKS GPUs: Queues, Preemption, and Spot Nodes

KEDA triggers, checkpointing, and cost-aware scheduling.

Enterprise teams translating AKS signals into production need more than a feature checklist. On Azure Kubernetes Service and OpenShift, the same themes show up as concrete platform work: GitOps promotion paths, least-privilege identity, FinOps budgets, and runbooks that on-call engineers can execute under pressure.

cloudstrata helps European organizations design and operate AI capabilities with infrastructure as code, policy as code, and measurable SLIs—from first architecture review to production. Contact us when you want these industry signals turned into a landing zone, golden path, or operated platform—not a slide deck.