EasyFL: a low-code federated learning platform for dummies

• المؤلفون الرئيسيون: Zhuang, Weiming, Gan, Xin, Wen, Yonggang, Zhang, Shuai
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Computer science and engineering; Distributed Training; Federated Learning
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/164445

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...