EasyFL: a low-code federated learning platform for dummies

• Main Authors: Zhuang, Weiming, Gan, Xin, Wen, Yonggang, Zhang, Shuai
• 其他作者: School of Computer Science and Engineering
• 格式: Article
• 語言: English
• 出版: 2023
• 主題: Engineering::Computer science and engineering; Distributed Training; Federated Learning
• 在線閱讀: https://hdl.handle.net/10356/164445
• 機構: Nanyang Technological University

Academia and industry have developed several platforms to support the popular privacy-preserving distributed learning method—federated learning (FL). However, these platforms are complex to use and require a deep understanding of FL, which imposes high barriers to entry for beginners, limits the pro...