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GPUs on Kubernetes are bring-your-own-everything, starting with the bill - The New Stack

CPU and memory come with per-pod metrics, rightsizing and cost splits built in. Shared GPUs come with none of it, so platform teams end up rebuilding visibility for the most expensive line on the bill.