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cs.SE2025★ 1 cited
Smart but Costly? Benchmarking LLMs on Functional Accuracy and Energy Efficiency
Mohammadjavad Mehditabar, Saurabhsingh Rajput, Antonio Mastropaolo +1
The rapid advancement of AI technologies and their accelerated adoption in software development necessitates a systematic evaluation of their environmental impact alongside functio…
cs.SE2025★ 1 cited
Tu(r)ning AI Green: Exploring Energy Efficiency Cascading with Orthogonal Optimizations
Saurabhsingh Rajput, Mootez Saad, Tushar Sharma
AI's exponential growth intensifies computational demands and energy challenges. While practitioners employ various optimization techniques, that we refer as "knobs" in this paper,…