RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing

International Symposium on Computer Architecture (ISCA), 2019

30 December 2019

David Brooks

Papers citing "RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing"

7 / 57 papers shown

Tensor Casting: Co-Designing Algorithm-Architecture for Personalized Recommendation TrainingInternational Symposium on High-Performance Computer Architecture (HPCA), 2020

Youngeun Kwon

Yunjae Lee

Minsoo Rhu

154

25 Oct 2020

MicroRec: Efficient Recommendation Inference by Hardware and Data Structure Solutions

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Yong Li

Jingren Zhou

Ce Zhang

Gustavo Alonso

150

12 Oct 2020

Cross-Stack Workload Characterization of Deep Recommendation SystemsIEEE International Symposium on Workload Characterization (IISWC), 2020

David Brooks

232

10 Oct 2020

Accelerating Recommender Systems via Hardware "scale-in"

S. Krishna

Ravi Krishna

GNN LRM

186

11 Sep 2020

Enabling Compute-Communication Overlap in Distributed Deep Learning Training Platforms

428

30 Jun 2020

Centaur: A Chiplet-based, Hybrid Sparse-Dense Accelerator for Personalized Recommendations

150

114

12 May 2020

The Architectural Implications of Facebook's DNN-based Personalized RecommendationInternational Symposium on High-Performance Computer Architecture (HPCA), 2019

...

326

316

06 Jun 2019