DeepRecSys: A System for Optimizing End-To-End At-Scale Neural Recommendation Inference

Neural personalized recommendation is the cornerstone of a wide collection of cloud services and products, constituting significant compute demand of cloud infrastructure. Thus, improving the execution efficiency of recommendation directly translates into infrastructure capacity saving. In this pape...

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Bibliographic Details
Published in2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) pp. 982 - 995
Main Authors Gupta, Udit, Hsia, Samuel, Saraph, Vikram, Wang, Xiaodong, Reagen, Brandon, Wei, Gu-Yeon, Lee, Hsien-Hsin S., Brooks, David, Wu, Carole-Jean
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.05.2020
Subjects
Artificial intelligence
Communication switching
Computer architecture
Hardware
Optimization
Parallel processing
Production
Space exploration
Telecommunication traffic
Throughput
Online AccessGet full text
DOI10.1109/ISCA45697.2020.00084

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