ReAct-style LLM schedulers can balance multiple HPC scheduling objectives on 10-100 job workloads, though cloud API latency makes them unsuitable for real-time deployment.
Kayabali, ``Anthropic's claude 3.7 sonnet hybrid reasoning model is now available in amazon bedrock,'' 2025
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Evaluating the Efficacy of LLM-Based Reasoning for Multiobjective HPC Job Scheduling
ReAct-style LLM schedulers can balance multiple HPC scheduling objectives on 10-100 job workloads, though cloud API latency makes them unsuitable for real-time deployment.