Decentralized edge intelligence : a dynamic resource allocation framework for hierarchical federated learning

• Main Authors: Lim, Bryan Wei Yang, Ng, Jer Shyuan, Xiong, Zehui, Jin, Jiangming, Zhang, Yang, Niyato, Dusit, Leung, Cyril, Miao, Chunyan
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Federated Learning; Edge Intelligence
• Online Access: https://hdl.handle.net/10356/156035
• Institution: Nanyang Technological University

To enable the large scale and efficient deployment of Artificial Intelligence (AI), the confluence of AI and Edge Computing has given rise to Edge Intelligence, which leverages on the computation and communication capabilities of end devices and edge servers to process data closer to where it is pro...