Hierarchical Training: Scaling Deep Recommendation Models on Large CPU Clusters

Yuzhen Huang, Xiaohan Wei, Xing Wang, Jiyan Yang, Bor-Yiing Su, Shivam Bharuka, Dhruv Choudhary, Zewei Jiang, Hai Zheng, Jack Langman. Hierarchical Training: Scaling Deep Recommendation Models on Large CPU Clusters. In Feida Zhu 0002, Beng Chin Ooi, Chunyan Miao, editors, KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021. pages 3050-3058, ACM, 2021. [doi]

Authors

Yuzhen Huang

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Xiaohan Wei

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Xing Wang

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Jiyan Yang

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Bor-Yiing Su

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Shivam Bharuka

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Dhruv Choudhary

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Zewei Jiang

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Hai Zheng

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Jack Langman

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