435 citations · 1.3k across the 28 of their papers we have counts for
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cs.DC2022★ 9 cited
Essentials of Parallel Graph Analytics
Muhammad Osama, Serban D. Porumbescu, John D. Owens
We identify the graph data structure, frontiers, operators, an iterative loop structure, and convergence conditions as essential components of graph analytics systems based on the…
cs.LG2022
Building a Performance Model for Deep Learning Recommendation Model Training on GPUs
Zhongyi Lin, Louis Feng, Ehsan K. Ardestani +5
We devise a performance model for GPU training of Deep Learning Recommendation Models (DLRM), whose GPU utilization is low compared to other well-optimized CV and NLP models. We sh…