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Beyond Energy: When Sustainability Dimensions Reshape LLM Serving Decisions

Shi, Tianyao et al.
arXiv (All) · Papers
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computers-and-societydistributedparallelperformance
Large language model (LLM) serving has environmental impacts across energy consumption, carbon emission, water consumption, and biodiversity loss. Yet these dimensions are largely evaluated in isolation, leaving it unclear when and how they lead to different optimization decisions. We present PRISM,
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