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]

@inproceedings{LvNGJWLWYHHHSSZ22,
  title = {Walle: An End-to-End, General-Purpose, and Large-Scale Production System for Device-Cloud Collaborative Machine Learning},
  author = {Chengfei Lv and Chaoyue Niu and Renjie Gu and Xiaotang Jiang and Zhaode Wang and Bin Liu and Ziqi Wu and Qiulin Yao and Congyu Huang and Panos Huang and Tao Huang and Hui Shu and Jinde Song and Bin Zou and Peng Lan and Guohuan Xu and Fei Wu and ShaoJie Tang and Fan Wu 0006 and Guihai Chen},
  year = {2022},
  url = {https://www.usenix.org/conference/osdi22/presentation/lv},
  researchr = {https://researchr.org/publication/LvNGJWLWYHHHSSZ22},
  cites = {0},
  citedby = {0},
  pages = {249-265},
  booktitle = {16th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2022, Carlsbad, CA, USA, July 11-13, 2022},
  editor = {Marcos K. Aguilera and Hakim Weatherspoon},
  publisher = {USENIX Association},
  isbn = {978-1-939133-28-1},
}