Title
GreenWhisk: Emission-Aware Computing for Serverless Platform Jayden Serenari Sreekanth Sreekumar Kaiwen Zhao Saurabh Sarkar Stephen Lee 29 1 0 04 Sep 2024
Uncertainty-Aware Decarbonization for Datacenters Amy Li Sihang Liu Yi Ding 34 5 0 02 Jul 2024
Beyond Efficiency: Scaling AI Sustainably Carole-Jean Wu Bilge Acun Ramya Raghavendra Kim Hazelwood GNN 41 14 0 08 Jun 2024
Building Socially-Equitable Public Models Yejia Liu Jianyi Yang Pengfei Li Tongxin Li Shaolei Ren OffRL 42 0 0 04 Jun 2024
Exploring the Efficiency of Renewable Energy-based Modular Data Centers at Scale Jinghan Sun Zibo Gong Anup Agarwal Shadi Noghabi Ranveer Chandra Marc Snir Jian Huang 21 1 0 04 Jun 2024
Carbon Connect: An Ecosystem for Sustainable Computing Benjamin C. Lee David Brooks Arthur van Benthem Udit Gupta G. Hills ... Emma Strubell Gu-Yeon Wei Adam Wierman Yuan Yao Minlan Yu 20 2 0 22 May 2024
Hybrid Heterogeneous Clusters Can Lower the Energy Consumption of LLM Inference Workloads Grant Wilkins Srinivasan Keshav Richard Mortier 34 9 0 25 Apr 2024
Carbon Footprint Reduction for Sustainable Data Centers in Real-Time S. Sarkar Avisek Naug Ricardo Luna Antonio Guillen Vineet Gundecha Sahand Ghorbanpour Sajad Mousavi Dejan Markovikj Ashwin Ramesh Babu AI4CE 24 7 0 21 Mar 2024
Chasing Convex Functions with Long-term Constraints Adam Lechowicz Nicolas H. Christianson Bo Sun Noman Bashir Mohammad Hajiesmaili Adam Wierman Prashant J. Shenoy 27 1 0 21 Feb 2024
Carbon Responder: Coordinating Demand Response for the Datacenter Fleet Jiali Xing Bilge Acun Aditya Sundarrajan David Brooks Manoj Chakkaravarthy Nikky Avila Carole-Jean Wu Benjamin C. Lee 40 6 0 14 Nov 2023
Anytime-Competitive Reinforcement Learning with Policy Prior Jianyi Yang Pengfei Li Tongxin Li Adam Wierman Shaolei Ren 40 2 0 02 Nov 2023
Online Conversion with Switching Costs: Robust and Learning-Augmented Algorithms Adam Lechowicz Nicolas H. Christianson Bo Sun Noman Bashir Mohammad Hajiesmaili Adam Wierman Prashant J. Shenoy 21 6 0 31 Oct 2023
Carbon-Awareness in CI/CD Henrik Classen Jonas Thierfeldt Julian Tochman-Szewc Philipp Wiesner O. Kao 27 0 0 28 Oct 2023
A Survey of FPGA Optimization Methods for Data Center Energy Efficiency Mattia Tibaldi C. Pilato 17 7 0 22 Sep 2023
Lotaru: Locally Predicting Workflow Task Runtimes for Resource Management on Heterogeneous Infrastructures Jonathan Bader Fabian Lehmann L. Thamsen Ulf Leser O. Kao 17 12 0 13 Sep 2023
Untangling Carbon-free Energy Attribution and Carbon Intensity Estimation for Carbon-aware Computing Diptyaroop Maji Noman Bashir David E. Irwin Prashant J. Shenoy R. Sitaraman 17 7 0 13 Aug 2023
The War of the Efficiencies: Understanding the Tension between Carbon and Energy Optimization Walid A. Hanafy Roozbeh Bostandoost Noman Bashir David E. Irwin Mohammad Hajiesmaili Prashant J. Shenoy 16 13 0 29 Jun 2023
Towards Environmentally Equitable AI via Geographical Load Balancing Pengfei Li Jianyi Yang Adam Wierman Shaolei Ren 30 8 0 20 Jun 2023
Learning-Augmented Decentralized Online Convex Optimization in Networks Pengfei Li Jianyi Yang Adam Wierman Shaolei Ren OffRL 18 1 0 16 Jun 2023
Vessim: A Testbed for Carbon-Aware Applications and Systems Philipp Wiesner Ilja Behnke Paul Kilian Marvin Steinke O. Kao 31 3 0 16 Jun 2023
FedZero: Leveraging Renewable Excess Energy in Federated Learning Philipp Wiesner R. Khalili Dennis Grinwald Pratik Agrawal L. Thamsen O. Kao 24 14 0 24 May 2023
Clover: Toward Sustainable AI with Carbon-Aware Machine Learning Inference Service Baolin Li S. Samsi V. Gadepally Devesh Tiwari 25 27 0 19 Apr 2023
Sustainable AIGC Workload Scheduling of Geo-Distributed Data Centers: A Multi-Agent Reinforcement Learning Approach Siyue Zhang Minrui Xu Wei Yang Bryan Lim Dusit Niyato 13 6 0 17 Apr 2023
Towards Energy Consumption and Carbon Footprint Testing for AI-driven IoT Services Demetris Trihinas L. Thamsen Jossekin Beilharz Moysis Symeonides 14 13 0 13 Apr 2023
The Online Pause and Resume Problem: Optimal Algorithms and An Application to Carbon-Aware Load Shifting Adam Lechowicz Nicolas H. Christianson Jinhang Zuo Noman Bashir Mohammad Hajiesmaili Adam Wierman Prashant J. Shenoy 21 15 0 30 Mar 2023
Carbon-Neutralized Joint User Association and Base Station Switching for Green Cellular Networks Chien-Sheng Yang Carlson Lin I. Fu 6 2 0 14 Mar 2023
CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency Walid A. Hanafy Qianlin Liang Noman Bashir David E. Irwin Prashant J. Shenoy 16 48 0 17 Feb 2023
A Green(er) World for A.I Dan Zhao Nathan C. Frey Joseph McDonald Matthew Hubbell David Bestor Michael Jones Andrew Prout V. Gadepally S. Samsi 15 6 0 27 Jan 2023
Adapting Datacenter Capacity for Greener Datacenters and Grid Liuzixuan Lin Andrew A. Chien AI4CE 17 23 0 09 Jan 2023
Less Carbon Footprint in Edge Computing by Joint Task Offloading and Energy Sharing Zhanwei Yu Yi Zhao Tao Deng Lei You Di Yuan OT 11 3 0 10 Nov 2022
Carbon-Neutralized Task Scheduling for Green Computing Networks Chien-Sheng Yang Chien-Chun Huang-Fu I. Fu 16 5 0 06 Sep 2022
Cucumber: Renewable-Aware Admission Control for Delay-Tolerant Cloud and Edge Workloads Philipp Wiesner Dominik Scheinert Thorsten Wittkopp L. Thamsen O. Kao 15 7 0 05 May 2022
Data-Centric Green AI: An Exploratory Empirical Study Roberto Verdecchia Luís Cruz June Sallou Michelle Lin James Wickenden Estelle Hotellier 16 40 0 06 Apr 2022
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 19 100 0 25 Jan 2022
Sustainable AI: Environmental Implications, Challenges and Opportunities Carole-Jean Wu Ramya Raghavendra Udit Gupta Bilge Acun Newsha Ardalani ... Maximilian Balandat Joe Spisak R. Jain Michael G. Rabbat K. Hazelwood 40 380 0 30 Oct 2021
Let's Wait Awhile: How Temporal Workload Shifting Can Reduce Carbon Emissions in the Cloud Philipp Wiesner Ilja Behnke Dominik Scheinert Kordian Gontarska L. Thamsen 17 80 0 25 Oct 2021