Sync-on-the-fly: A Parallel Framework for Gradient Descent Algorithms on Transient Resources

Guoyi Zhao, Lixin Gao 0001, David Irwin. Sync-on-the-fly: A Parallel Framework for Gradient Descent Algorithms on Transient Resources. In Naoki Abe, Huan Liu 0001, Calton Pu, Xiaohua Hu, Nesreen Ahmed, Mu Qiao, Yang Song, Donald Kossmann, Bing Liu 0001, Kisung Lee, Jiliang Tang, Jingrui He, Jeffrey Saltz, editors, IEEE International Conference on Big Data, Big Data 2018, Seattle, WA, USA, December 10-13, 2018. pages 392-397, IEEE, 2018. [doi]

Authors

Guoyi Zhao

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Lixin Gao 0001

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David Irwin

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