ZenoPS: A Distributed Learning System Integrating Communication Efficiency and Security

Distributed machine learning is primarily motivated by the promise of increased computation power for accelerating training and mitigating privacy concerns. Unlike machine learning on a single device, distributed machine learning requires collaboration and communication among the devices. This creat...

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Bibliographic Details
Main Authors: Cong Xie, Oluwasanmi Koyejo, Indranil Gupta
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Algorithms
Subjects:
Online Access:https://www.mdpi.com/1999-4893/15/7/233