6 citations · 12 across the 5 of their papers we have counts for
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cs.DC2020★ 6 cited
Centaur: A Chiplet-based, Hybrid Sparse-Dense Accelerator for Personalized Recommendations
Ranggi Hwang, Taehun Kim, Youngeun Kwon +1
Personalized recommendations are the backbone machine learning (ML) algorithm that powers several important application domains (e.g., ads, e-commerce, etc) serviced from cloud dat…
cs.DC2019★ 1 cited
Beyond the Memory Wall: A Case for Memory-centric HPC System for Deep Learning
Youngeun Kwon, Minsoo Rhu
As the models and the datasets to train deep learning (DL) models scale, system architects are faced with new challenges, one of which is the memory capacity bottleneck, where the…