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cs.DC2025
Distribution and Management of Datacenter Load Decoupling
Liuzixuan Lin, Andrew A. Chien
The exploding power consumption of AI and cloud datacenters (DCs) intensifies the long-standing concerns about their carbon footprint, especially because DCs' need for constant pow…
cs.DC2025
Modeling the Carbon Footprint of HPC: The Top 500 and EasyC
Varsha Rao, Andrew A. Chien
Climate change is a critical concern for HPC systems, but GHG protocol carbon-emission accounting methodologies are difficult for a single system, and effectively infeasible for a…
cs.DC2024
Exploding AI Power Use: an Opportunity to Rethink Grid Planning and Management
Liuzixuan Lin, Rajini Wijayawardana, Varsha Rao +3
The unprecedented rapid growth of computing demand for AI is projected to increase global annual datacenter (DC) growth from 7.2% to 11.3%. We project the 5-year AI DC demand for s…