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%.
Wfcommons: A framework for enabling scientific workflow research and development.Future generation computer systems, 128:16–27
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FATE: Future-State-Aware Scheduling for Heterogeneous LLM Workflows
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%.