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A Deployment-Aware Framework for Carbon- and Water- Efficient LLM Serving

delete2026-03-03
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OA
AI
J
Julian Hoxha *
M
Marsela Thanasi-Boçe
T
Tarek Khalifa
DOI:10.3390/su172310473delete
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Abstract

Abstract

En
Keywords:
LLM inference
carbon-aware routing
water-aware routing
service-level objectives (SLO)
mixed-integer linear programming (MILP)
power usage effectiveness (PUE)
Water Usage Effectiveness (WUE)
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Key information extracted from the uploaded paper, including a brief overview, abstract, background, key highlights, visual analysis, and future outlook.

Journal

Sustainability cover
Sustainability
IF:
3.3
Papers:
10.6W
Citations:
28.4W

Organization

A
american university of the middle east
Scholars:
102
Papers: 85
Citations: 0