Federated learning in mobile edge networks : a comprehensive survey

• المؤلفون الرئيسيون: Lim, Bryan Wei Yang, Luong, Nguyen Cong, Hoang, Dinh Thai, Jiao, Yutao, Liang, Ying-Chang, Yang, Qiang, Niyato, Dusit, Miao, Chunyan
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2020
• الموضوعات: Engineering::Computer science and engineering; Federated Learning; Mobile Edge Networks
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/144291
• المؤسسة: Nanyang Technological University

In recent years, mobile devices are equipped with increasingly advanced sensing and computing capabilities. Coupled with advancements in Deep Learning (DL), this opens up countless possibilities for meaningful applications, e.g., for medical purposes and in vehicular networks. Traditional cloud-base...