11 citations · 32 across the 7 of their papers we have counts for
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cs.DC2021★ 2 cited
Towards Enabling I/O Awareness in Task-based Programming Models
Hatem Elshazly, Jorge Ejarque, Francesc Lordan +1
Storage systems have not kept the same technology improvement rate as computing systems. As applications produce more and more data, I/O becomes the limiting factor for increasing…
cs.DC2021★ 11 cited
An Oracle for Guiding Large-Scale Model/Hybrid Parallel Training of Convolutional Neural Networks
Albert Njoroge Kahira, Truong Thao Nguyen, Leonardo Bautista Gomez +3
Deep Neural Network (DNN) frameworks use distributed training to enable faster time to convergence and alleviate memory capacity limitations when training large models and/or using…