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EVStore: Storage and Caching Capabilities for Scaling Embedding Tables in Deep Recommendation Systems

Daniar Heri Kurniawan, Ruipu Wang, Kahfi S. Zulkifli, Fandi A. Wiranata, John Bent, Ymir Vigfusson, Haryadi S. Gunawi. EVStore: Storage and Caching Capabilities for Scaling Embedding Tables in Deep Recommendation Systems. In Tor M. Aamodt, Natalie D. Enright Jerger, Michael M. Swift, editors, Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2, ASPLOS 2023, Vancouver, BC, Canada, March 25-29, 2023. pages 281-294, ACM, 2023. [doi]

Authors

Daniar Heri Kurniawan

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Ruipu Wang

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Kahfi S. Zulkifli

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Fandi A. Wiranata

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John Bent

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Ymir Vigfusson

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Haryadi S. Gunawi

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