401 citations · 792 across the 14 of their papers we have counts for
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cs.NI2020
Caramel: Accelerating Decentralized Distributed Deep Learning with Computation Scheduling
Sayed Hadi Hashemi, Sangeetha Abdu Jyothi, Brighten Godfrey +1
The method of choice for parameter aggregation in Deep Neural Network (DNN) training, a network-intensive task, is shifting from the Parameter Server model to decentralized aggrega…
cs.NI2005★ 19 cited
Leveraging Social-Network Infrastructure to Improve Peer-to-Peer Overlay Performance: Results from Orkut
Zahid Anwar, William Yurcik, Vivek Pandey +3
Application-level peer-to-peer (P2P) network overlays are an emerging paradigm that facilitates decentralization and flexibility in the scalable deployment of applications such as…