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Distserve: Disaggregating prefill and decoding for goodput-optimized large language model serving

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cs.DC 1

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2026 1

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UNVERDICTED 1

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FATE: Future-State-Aware Scheduling for Heterogeneous LLM Workflows

cs.DC · 2026-05-08 · unverdicted · novelty 7.0

FATE reduces normalized makespan and P95 latency in real LLM workflow DAGs to 0.675 and 0.677 by jointly preserving multiple future execution states, outperforming RoundRobin by 32.5% and the strongest baseline by 8.9%.

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  • FATE: Future-State-Aware Scheduling for Heterogeneous LLM Workflows cs.DC · 2026-05-08 · unverdicted · none · ref 4

    FATE reduces normalized makespan and P95 latency in real LLM workflow DAGs to 0.675 and 0.677 by jointly preserving multiple future execution states, outperforming RoundRobin by 32.5% and the strongest baseline by 8.9%.