Both workloads are legitimate and they want opposite things from the same GPU. Combine tenant rate limits with fair admission and measured capacity reservations; separate fleets are an option when shared scheduling cannot meet the targets.
Updated Sep 2026 · Grounded in researched DevOps, SRE and platform engineering interview loops, written to a senior-engineer editorial bar, and never padded to hit a word count.
Both workloads are legitimate and they want opposite things from the same GPU. Combine tenant rate limits with fair admission and measured capacity reservations; separate fleets are an option when shared scheduling cannot meet the targets.
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