Hierarchical incentive mechanism design for federated machine learning in mobile networks

• Main Authors: Lim, Bryan Wei Yang, Xiong, Zehui, Miao, Chunyan, Niyato, Dusit, Yang, Qiang, Leung, Cyril, Poor, H. Vincent
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering; Data Models; Artificial Intelligence
• Online Access: https://hdl.handle.net/10356/144299
• Institution: Nanyang Technological University

In recent years, the enhanced sensing and computation capabilities of Internet-of-Things (IoT) devices have opened the doors to several mobile crowdsensing applications. In mobile crowdsensing, a model owner announces a sensing task following which interested workers collect the required data. Howev...