From Research to Production: Towards Scalable and Sustainable Neural Recommendation Models on Commodity CPU Hardware

Anshumali Shrivastava, Vihan Lakshman, Tharun Medini, Nicholas Meisburger, Joshua Engels, David Torres Ramos, Benito Geordie, Pratik Pranav, Shubh Gupta, Yashwanth Adunukota, Siddharth Jain. From Research to Production: Towards Scalable and Sustainable Neural Recommendation Models on Commodity CPU Hardware. In Jie Zhang 0002, Li Chen 0009, Shlomo Berkovsky, Min Zhang 0006, Tommaso Di Noia, Justin Basilico, Luiz Pizzato, Yang Song, editors, Proceedings of the 17th ACM Conference on Recommender Systems, RecSys 2023, Singapore, Singapore, September 18-22, 2023. pages 1071-1074, ACM, 2023. [doi]

Authors

Anshumali Shrivastava

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Vihan Lakshman

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Tharun Medini

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Nicholas Meisburger

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Joshua Engels

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David Torres Ramos

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Benito Geordie

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Pratik Pranav

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Shubh Gupta

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Yashwanth Adunukota

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Siddharth Jain

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