activity
20132026
most citedDeep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications

81 citations · 144 across the 7 of their papers we have counts for

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Showing 2019Show all

2 papers · 1 filter

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…

cs.MS2019★ 2 cited

A Flexible Framework for Parallel Multi-Dimensional DFTs

Doru Thom Popovici, Martin D. Schatz, Franz Franchetti +1

Multi-dimensional discrete Fourier transforms (DFT) are typically decomposed into multiple 1D transforms. Hence, parallel implementations of any multi-dimensional DFT focus on para…