Towards Environmentally Equitable AI via Geographical Load Balancing

Towards Environmentally Equitable AI via Geographical Load Balancing

20 June 2023

Pengfei Li

Adam Wierman

Papers citing "Towards Environmentally Equitable AI via Geographical Load Balancing"

7 / 7 papers shown

Title
TAPAS: Thermal- and Power-Aware Scheduling for LLM Inference in Cloud Platforms Jovan Stojkovic Chaojie Zhang Íñigo Goiri Esha Choukse Haoran Qiu Rodrigo Fonseca Josep Torrellas Ricardo Bianchini 32 4 0 05 Jan 2025
Towards Environmentally Equitable AI Mohammad Hajiesmaili Shaolei Ren R. Sitaraman Adam Wierman 61 0 0 21 Dec 2024
Offline Energy-Optimal LLM Serving: Workload-Based Energy Models for LLM Inference on Heterogeneous Systems Grant Wilkins Srinivasan Keshav Richard Mortier 31 5 0 04 Jul 2024
Towards Socially and Environmentally Responsible AI Pengfei Li Yejia Liu Jianyi Yang Shaolei Ren 29 0 0 23 Apr 2024
Learning-Augmented Decentralized Online Convex Optimization in Networks Pengfei Li Jianyi Yang Adam Wierman Shaolei Ren OffRL 13 1 0 16 Jun 2023
Making AI Less "Thirsty": Uncovering and Addressing the Secret Water Footprint of AI Models Pengfei Li Jianyi Yang M. A. Islam Shaolei Ren 81 115 0 06 Apr 2023
Carbon Emissions and Large Neural Network Training David A. Patterson Joseph E. Gonzalez Quoc V. Le Chen Liang Lluís-Miquel Munguía D. Rothchild David R. So Maud Texier J. Dean AI4CE 239 642 0 21 Apr 2021