EnsembleCI: Ensemble Learning for Carbon Intensity Forecasting

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EnsembleCI: Ensemble Learning for Carbon Intensity Forecasting

4 May 2025

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Papers citing "EnsembleCI: Ensemble Learning for Carbon Intensity Forecasting"

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Title
Towards Sustainable Large Language Model Serving Sophia Nguyen Beihao Zhou Yi Ding Sihang Liu 226 10 0 31 Dec 2024
GreenLLM: Disaggregating Large Language Model Serving on Heterogeneous GPUs for Lower Carbon Emissions Tianyao Shi Yanran Wu Sihang Liu Yi Ding 54 5 0 29 Dec 2024
Uncertainty-Aware Decarbonization for Datacenters Amy Li Sihang Liu Yi Ding 116 6 0 02 Jul 2024
CASPER: Carbon-Aware Scheduling and Provisioning for Distributed Web Services Abel Souza Shruti Jasoria Basundhara Chakrabarty Alexander Bridgwater Axel Lundberg Filip Skogh Ahmed Ali-Eldin David Irwin Prashant J. Shenoy 98 14 0 21 Mar 2024
LLMCarbon: Modeling the end-to-end Carbon Footprint of Large Language Models Ahmad Faiz S. Kaneda Ruhan Wang Rita Osi Parteek Sharma Fan Chen Lei Jiang 82 66 0 25 Sep 2023
CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency Walid A. Hanafy Qianlin Liang Noman Bashir David Irwin Prashant J. Shenoy 77 52 0 17 Feb 2023
Carbon Explorer: A Holistic Approach for Designing Carbon Aware Datacenters Bilge Acun Benjamin C. Lee Fiodar Kazhamiaka Kiwan Maeng Manoj Chakkaravarthy Udit Gupta David Brooks Carole-Jean Wu 62 113 0 25 Jan 2022
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data Nick Erickson Jonas W. Mueller Alexander Shirkov Hang Zhang Pedro Larroy Mu Li Alex Smola LMTD 225 635 0 13 Mar 2020
fastai: A Layered API for Deep Learning Jeremy Howard Sylvain Gugger AI4CE 135 873 0 11 Feb 2020
CatBoost: gradient boosting with categorical features support Anna Veronika Dorogush Vasily Ershov Andrey Gulin 180 1,349 0 24 Oct 2018
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 837 39,664 0 09 Mar 2016