most citedAccelerating Bandwidth-Bound Deep Learning Inference with Main-Memory Accelerators

9 citations · 21 across the 3 of their papers we have counts for

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cs.DC2019★ 7 cited

RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing

Liu Ke, Udit Gupta, Carole-Jean Wu +18

Personalized recommendation systems leverage deep learning models and account for the majority of data center AI cycles. Their performance is dominated by memory-bound sparse embed…