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Walle: An End-to-End, General-Purpose, and Large-Scale Production System for Device-Cloud Collaborative Machine Learning

Chengfei Lv, Chaoyue Niu, Renjie Gu, Xiaotang Jiang, Zhaode Wang, Bin Liu, Ziqi Wu, Qiulin Yao, Congyu Huang, Panos Huang, Tao Huang, Hui Shu, Jinde Song, Bin Zou, Peng Lan, Guohuan Xu, Fei Wu, ShaoJie Tang, Fan Wu 0006, Guihai Chen. Walle: An End-to-End, General-Purpose, and Large-Scale Production System for Device-Cloud Collaborative Machine Learning. In Marcos K. Aguilera, Hakim Weatherspoon, editors, 16th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2022, Carlsbad, CA, USA, July 11-13, 2022. pages 249-265, USENIX Association, 2022. [doi]

Authors

Chengfei Lv

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Chaoyue Niu

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Renjie Gu

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Xiaotang Jiang

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Zhaode Wang

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Bin Liu

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Ziqi Wu

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Qiulin Yao

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Congyu Huang

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Panos Huang

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Tao Huang

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Hui Shu

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Jinde Song

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Bin Zou

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Peng Lan

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Guohuan Xu

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Fei Wu

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ShaoJie Tang

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Fan Wu 0006

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Guihai Chen

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