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Why Spiky Inference Traffic Breaks the Dedicated GPU Math

calendar_today August 4, 2026 person Vinayak Baranwal domain digital-ocean

Bursty LLM traffic leaves a dedicated GPU billing through idle hours. See the sustained floor math, the utilization crossover, and when serverless stays cheaper.

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