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cs.DC2020
HetSeq: Distributed GPU Training on Heterogeneous Infrastructure
Yifan Ding, Nicholas Botzer, Tim Weninger
Modern deep learning systems like PyTorch and Tensorflow are able to train enormous models with billions (or trillions) of parameters on a distributed infrastructure. These systems…
cs.DC2015★ 14 cited
Thinking Like a Vertex: a Survey of Vertex-Centric Frameworks for Distributed Graph Processing
Robert Ryan McCune, Tim Weninger, Gregory Madey
The vertex-centric programming model is an established computational paradigm recently incorporated into distributed processing frameworks to address challenges in large-scale grap…