Reliable federated learning for mobile networks

• المؤلفون الرئيسيون: Kang, Jiawen, Xiong, Zehui, Niyato, Dusit, Zou, Yuze, Zhang, Y., Guizani, M.
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2021
• الموضوعات: Engineering::Computer science and engineering; Mobile Handsets; Task Analysis
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/154439
• المؤسسة: Nanyang Technological University

Federated learning, as a promising machine learning approach, has emerged to leverage a distributed personalized dataset from a number of nodes, for example, mobile devices, to improve performance while simultaneously providing privacy preservation for mobile users. In federated learning, training d...