226 citations · 1.6k across the 138 of their papers we have counts for
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cs.DC2020
Prediction of High-Performance Computing Input/Output Variability and Its Application to Optimization for System Configurations
Li Xu, Thomas Lux, Tyler Chang +6
Performance variability is an important measure for a reliable high performance computing (HPC) system. Performance variability is affected by complicated interactions between nume…
cs.DC2020★ 90 cited
Communication-Efficient Distributed Deep Learning: A Comprehensive Survey
Zhenheng Tang, Shaohuai Shi, Wei Wang +2
Distributed deep learning (DL) has become prevalent in recent years to reduce training time by leveraging multiple computing devices (e.g., GPUs/TPUs) due to larger models and data…