RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing

Liu Ke, Udit Gupta, Benjamin Youngjae Cho, David Brooks 0001, Vikas Chandra, Utku Diril, Amin Firoozshahian, Kim M. Hazelwood, Bill Jia, Hsien-Hsin S. Lee, Meng Li 0004, Bert Maher, Dheevatsa Mudigere, Maxim Naumov, Martin Schatz, Mikhail Smelyanskiy, Xiaodong Wang, Brandon Reagen, Carole-Jean Wu, Mark Hempstead, Xuan Zhang 0001. RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing. In 47th ACM/IEEE Annual International Symposium on Computer Architecture, ISCA 2020, Valencia, Spain, May 30 - June 3, 2020. pages 790-803, IEEE, 2020. [doi]

Authors

Liu Ke

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Udit Gupta

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Benjamin Youngjae Cho

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David Brooks 0001

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Vikas Chandra

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Utku Diril

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Amin Firoozshahian

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Kim M. Hazelwood

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Bill Jia

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Hsien-Hsin S. Lee

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Meng Li 0004

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Bert Maher

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Dheevatsa Mudigere

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Maxim Naumov

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Martin Schatz

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Mikhail Smelyanskiy

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Xiaodong Wang

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Brandon Reagen

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Carole-Jean Wu

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Mark Hempstead

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Xuan Zhang 0001

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