Sustainable Computing

[MLSys-2022] Sustainable AI: Environmental Implications, Challenges and Opportunities

Carole-Jean Wu, Ramya Raghavendra, Udit Gupta, Bilge Acun, Newsha Ardalani, Kiwan Maeng, Fiona Aga Behram, James Huang, Charles Bai, Michael Gschwind, Anurag Gupta, Myle Ott, Anastasia Melnikov, Salvatore Candido, David Brooks, Geeta Chauhan, Benjamin Lee, Hsien-Hsin S. Lee, Bugra Akyildiz, Maximilian Balandat, Joe Spisak, Ravi Jain, Mike Rabbat, Kim Hazelwood.

In Proceedings of the Conference on Machine Learning and Systems (MLSys), 2022.

[HotCarbon 2022] Carbon Dependencies in Datacenter Design and Management

Bilge Acun, Benjamin C. Lee, Fiodar Kazhamiaka, Aditya Sundarrajan, Manoj Chakkaravarthy, Kiwan Maeng, David Brooks, Carole-Jean Wu.

In Proceedings of the Workshop on Sustainable Computer Systems Design and Implementation (HotCarbon), 2022.

[ISCA 2022] ACT: Designing Sustainable Computer Systems with an Architectural Carbon Modeling Tool

Udit Gupta, Mariam Elgamal, Gage Hills, Gu-Yeon Wei, Hsien-Hsin S. Lee, David Brooks, Carole-Jean Wu.

In Proceedings of the ACM/IEEE International Symposium on Computer Architecture (ISCA), 2022.

[HPCA 2021] Chasing Carbon: The Elusive Environmental Footprint of Computing

Udit Gupta, Young Geun Kim, Sylvia Lee, Jordan Tse, Hsien-Hsin Lee, Gu-Yeon Wei, David Brooks, and Carole-Jean Wu.

In Proceedings of the IEEE International Symposium on High Performance Computer Architecture (HPCA), 2021.

IEEE MICRO Top Picks

[ITHERM 2018] Designing a Temperature Model to Understand the Thermal Challenges of Portable Computing Platforms

Ying-Ju Yu and Carole-Jean Wu.

In Proceedings of the IEEE Intersociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems (ITHERM), 2018.

IEEE ITHERM Best Paper Award

[IISWC 2017] Understanding the Thermal Challenges of High-Performance Mobile Devices Through An Accurate and Detailed Platform Level Temperature Model

Ying-Ju Yu and Carole-Jean Wu.

In Proceedings of the IEEE International Symposium on Workload Characterization as a poster abstract, 2017.

[ITHERM 2016] Thermoelectric-based Sustainable Self-Cooling for Fine-Grained Processor Hot Spots

Soochan Lee, Dhinakaran Pandiyan, Jae-sun Seo, Patrick E. Phelan, and Carole-Jean Wu.

In Proceedings of the IEEE Intersociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems (ITHERM), 2016.

[Journal of EP 2015] Hot Spot Cooling and Harvesting Central Processing Unit Waste Heat Using Thermoelectric Modules

Soochan Lee, Patrick E. Phelan, and Carole-Jean Wu.

In Proceedings of the ASME Journal of Electronic Packaging (EP), 2015.

[interPACK 2015] Harvesting CPU Waste Heat through Pyroelectric Materials

Soochan Lee, Nishant Singh, Patrick E. Phelan, and Carole-Jean Wu.

In Proceedings of the ASME International Technical Conference and Exhibition on Packaging and Integration of Electronic and Photonic Microsystems (interPACK), 2015.

[IMECE 2014] Hot Spot Cooling and Harvesting CPU Waste Heat using Thermoelectric Modules

Soochan Lee, Patrick E. Phelan, and Carole-Jean Wu.

In Proceedings of the ASME International Mechanical Engineering Congress and Exposition Conference (IMECE), 2014.

[CAL 2013] Architectural Thermal Energy Harvesting Opportunities for Sustainable Computing

Carole-Jean Wu.

In Proceedings of the IEEE Computer Architecture Letter (CAL), 2013.

Selected for Best of Computer Architecture Letters (CAL) 2014.

Presented at the IEEE International Symposium on High Performance Computer Architecture (HPCA) — Best of CAL Session, 2015.