Resource allocation for federated learning enabled edge intelligence

by Lim, Bryan Wei Yang
Published 2022

Dynamic edge association and resource allocation in self-organizing hierarchical federated learning networks

by Lim, Bryan Wei Yang, Ng, Jer Shyuan, Xiong, Zehui, Niyato, Dusit, Miao, Chunyan, Kim, Dong In
Published 2022

A double auction mechanism for resource allocation in coded vehicular edge computing

by Ng, Jer Shyuan, Lim, Bryan Wei Yang, Xiong, Zehui, Niyato, Dusit, Leung, Cyril, Miao, Chunyan
Published 2022

When information freshness meets service latency in federated learning : a task-aware incentive scheme for smart industries

by Lim, Bryan Wei Yang, Xiong, Zehui, Kang, Jiawei, Niyato, Dusit, Leung, Cyril, Miao, Chunyan, Shen, Xuemin
Published 2021

Hierarchical incentive mechanism design for federated machine learning in mobile networks

by Lim, Bryan Wei Yang, Xiong, Zehui, Miao, Chunyan, Niyato, Dusit, Yang, Qiang, Leung, Cyril, Poor, H. Vincent
Published 2020

Economics of semantic communication system: an auction approach

by Liew, Zi Qin, Du, Hongyang, Lim, Bryan Wei Yang, Xiong, Zehui, Niyato, Dusit, Miao, Chunyan, Kim, Dong In
Published 2023

Towards federated learning in UAV-enabled internet of vehicles : a multi-dimensional contract-matching approach

by Lim, Bryan Wei Yang, Huang, Jianqiang, Xiong, Zehui, Kang, Jiawen, Niyato, Dusit, Hua, Xian-Sheng, Leung, Cyril, Miao, Chunyan
Published 2021

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

by Lim, Bryan Wei Yang, Ng, Jer Shyuan, Xiong, Zehui, Jin, Jiangming, Zhang, Yang, Niyato, Dusit, Leung, Cyril, Miao, Chunyan
Published 2022

Federated learning in mobile edge networks : a comprehensive survey

by Lim, Bryan Wei Yang, Luong, Nguyen Cong, Hoang, Dinh Thai, Jiao, Yutao, Liang, Ying-Chang, Yang, Qiang, Niyato, Dusit, Miao, Chunyan
Published 2020

Joint auction-coalition formation framework for communication-efficient federated learning in UAV-enabled Internet of Vehicles

by Ng, Jer Shyuan, Lim, Bryan Wei Yang, Dai, Hong-Ning, Xiong, Zehui, Huang, Jianqiang, Niyato, Dusit, Hua, Xian-Sheng, Leung, Cyril, Miao, Chunyan
Published 2021

CrowdFL: a marketplace for crowdsourced federated learning

by Feng, Daifei, Helena, Cicilia, Lim, Bryan Wei Yang, Ng, Jer Shyuan, Jiang, Hongchao, Xiong, Zehui, Kang, Jiawen, Yu, Han, Niyato, Dusit, Miao, Chunyan
Published 2022