Adaptive Clustered Federated Learning for Heterogeneous Data in Edge Computing

被引：0
|
作者：
Gong, Biyao [1 ]
Xing, Tianzhang [1 ]
Liu, Zhidan [2 ]
Wang, Junfeng [1 ]
Liu, Xiuya [1 ]
机构：
[1] School of Information Science and Technology, Northwest University, Xi’an,710127, China
[2] College of Computer Science and Software Engineering, Shenzhen University, Shenzhen,518060, China
来源：
Mobile Networks and Applications | 2022年 / 27卷 / 04期
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1520 / 1530
相关论文
共 50 条
  • [1] Adaptive Clustered Federated Learning for Heterogeneous Data in Edge Computing
    Biyao Gong
    Tianzhang Xing
    Zhidan Liu
    Junfeng Wang
    Xiuya Liu
    Mobile Networks and Applications, 2022, 27 : 1520 - 1530
  • [2] Adaptive Clustered Federated Learning for Heterogeneous Data in Edge Computing
    Gong, Biyao
    Xing, Tianzhang
    Liu, Zhidan
    Wang, Junfeng
    Liu, Xiuya
    MOBILE NETWORKS & APPLICATIONS, 2022, 27 (04): : 1520 - 1530
  • [3] Clustered Federated Learning With Adaptive Local Differential Privacy on Heterogeneous IoT Data
    He, Zaobo
    Wang, Lintao
    Cai, Zhipeng
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (01): : 137 - 146
  • [4] Federated Deep Learning for Heterogeneous Edge Computing
    Ahmed, Khandaker Mamun
    Imteaj, Ahmed
    Amini, M. Hadi
    20TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA 2021), 2021, : 1146 - 1152
  • [5] FedMP: Federated Learning through Adaptive Model Pruning in Heterogeneous Edge Computing
    Jiang, Zhida
    Xu, Yang
    Xu, Hongli
    Wang, Zhiyuan
    Qiao, Chunming
    Zhao, Yangming
    2022 IEEE 38TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE 2022), 2022, : 767 - 779
  • [6] Accelerating Decentralized Federated Learning in Heterogeneous Edge Computing
    Wang, Lun
    Xu, Yang
    Xu, Hongli
    Chen, Min
    Huang, Liusheng
    IEEE TRANSACTIONS ON MOBILE COMPUTING, 2023, 22 (09) : 5001 - 5016
  • [7] FedASA: A Personalized Federated Learning With Adaptive Model Aggregation for Heterogeneous Mobile Edge Computing
    Deng, Dongshang
    Wu, Xuangou
    Zhang, Tao
    Tang, Xiangyun
    Du, Hongyang
    Kang, Jiawen
    Liu, Jiqiang
    Niyato, Dusit
    IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 23 (12) : 14787 - 14802
  • [8] A Remedy for Heterogeneous Data: Clustered Federated Learning with Gradient Trajectory
    Liu, Ruiqi
    Yu, Songcan
    Lan, Linsi
    Wang, Junbo
    Kant, Krishna
    Calleja, Neville
    BIG DATA MINING AND ANALYTICS, 2024, 7 (04): : 1050 - 1064
  • [9] FLCAP: Federated Learning with Clustered Adaptive Pruning for Heterogeneous and Scalable Systems
    Miralles, Hugo
    Tosic, Tamara
    Riveill, Michel
    2023 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN, 2023,
  • [10] FedAda: Fast-convergent adaptive federated learning in heterogeneous mobile edge computing environment
    Jinghui Zhang
    Xinyu Cheng
    Cheng Wang
    Yuchen Wang
    Zhan Shi
    Jiahui Jin
    Aibo Song
    Wei Zhao
    Liangsheng Wen
    Tingting Zhang
    World Wide Web, 2022, 25 : 1971 - 1998
12345