26 citations · 42 across the 3 of their papers we have counts for
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cs.DC2019★ 6 cited
On the parallels between Paxos and Raft, and how to port optimizations
Zhaoguo Wang, Changgeng Zhao, Shuai Mu +2
In recent years, Raft has overtaken Paxos as the consensus algorithm of choice. [53] While many have pointed out similarities between the two protocols, no one has formally mapped…
cs.DC2018
Supporting Very Large Models using Automatic Dataflow Graph Partitioning
Minjie Wang, Chien-chin Huang, Jinyang Li
This paper presents Tofu, a system that partitions very large DNN models across multiple GPU devices to reduce per-GPU memory footprint. Tofu is designed to partition a dataflow gr…
cs.DC2018
Unifying Data, Model and Hybrid Parallelism in Deep Learning via Tensor Tiling
Minjie Wang, Chien-chin Huang, Jinyang Li
Deep learning systems have become vital tools across many fields, but the increasing model sizes mean that training must be accelerated to maintain such systems' utility. Current s…