29 citations · 31 across the 4 of their papers we have counts for
4 papers
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…
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…
UpDown: Programmable fine-grained Events for Scalable Performance on Irregular Applications
Andronicus Rajasukumar, Jiya Su, Yuqing +12
Applications with irregular data structures, data-dependent control flows and fine-grained data transfers (e.g., real-world graph computations) perform poorly on cache-based system…
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…