97 citations · 117 across the 7 of their papers we have counts for
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cs.AR2020★ 11 cited
MicroRec: Efficient Recommendation Inference by Hardware and Data Structure Solutions
Wenqi Jiang, Zhenhao He, Shuai Zhang +9
Deep neural networks are widely used in personalized recommendation systems. Unlike regular DNN inference workloads, recommendation inference is memory-bound due to the many random…
cs.DC2020★ 97 cited
Distributed Training of Deep Learning Models: A Taxonomic Perspective
Matthias Langer, Zhen He, Wenny Rahayu +1
Distributed deep learning systems (DDLS) train deep neural network models by utilizing the distributed resources of a cluster. Developers of DDLS are required to make many decision…