Architecting a Flash-Based Storage System for Low-Cost Inference of Extreme-Scale DNNs
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Computers"
DOI: 10.1109/tc.2022.3209920
Abstract: The size of deep neural network (DNN) models has been exploding rapidly, demanding a colossal amount of memory capacity. For example, Google has recently scaled its Switch Transformer to have a parameter size of up… read more here.
Keywords: system; storage system; extreme scale; flash based ... See more keywords
EXSCALATE: An Extreme-Scale Virtual Screening Platform for Drug Discovery Targeting Polypharmacology to Fight SARS-CoV-2
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Emerging Topics in Computing"
DOI: 10.1109/tetc.2022.3187134
Abstract: The social and economic impact of the COVID-19 pandemic demands a reduction of the time required to find a therapeutic cure. In this paper, we describe the EXSCALATE molecular docking platform capable to scale on… read more here.
Keywords: drug discovery; extreme scale; scale virtual; virtual screening ... See more keywords
PEPS++: Towards Extreme-Scale Simulations of Strongly Correlated Quantum Many-Particle Models on Sunway TaihuLight
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2018.2848618
Abstract: The study of strongly frustrated magnetic systems has drawn great attentions from both theoretical and experimental physics. Efficient simulations of these models are essential for understanding their exotic properties. Here we present PEPS++, a novel… read more here.
Keywords: correlated quantum; quantum many; extreme scale; sunway taihulight ... See more keywords