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Design a scheduler that admits a request only if it predicts the TTFT and TPOT targets will both hold. What does it predict, and how?

The two targets are coupled: the TPOT target caps the prefill chunk, which caps prefill throughput, which caps the backlog the TTFT target can absorb. The answer builds the step model, derives the admission rule and shows what to do with requests that fail it.

Updated Oct 2026 · Worked answers on inference mechanisms, with calculations, implementation details, and follow-up questions.

The two targets are coupled: the TPOT target caps the prefill chunk, which caps prefill throughput, which caps the backlog the TTFT target can absorb. The answer builds the step model, derives the admission rule and shows what to do with requests that fail it.

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