Decentralized Federated Learning in Partially Connected Networks with Non-IID Data

被引:0
|
作者
Cai, Xiaojun [1 ]
Yu, Nanxiang [1 ]
Zhao, Mengying [1 ]
Cao, Mei [1 ]
Zhang, Tingting [1 ]
Lu, Jianbo [1 ]
机构
[1] School Of Computer Science And Technology, Shandong University, China
关键词
Compilation and indexing terms; Copyright 2025 Elsevier Inc;
D O I
暂无
中图分类号
学科分类号
摘要
Learning systems - Privacy-preserving techniques
引用
收藏
相关论文
共 50 条
  • [1] Decentralized Federated Learning in Partially Connected Networks with Non-IID Data
    Cai, Xiaojun
    Yu, Nanxiang
    Zhao, Mengying
    Cao, Mei
    Zhang, Tingting
    Lu, Jianbo
    2024 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION, DATE, 2024,
  • [2] Federated Learning With Non-IID Data in Wireless Networks
    Zhao, Zhongyuan
    Feng, Chenyuan
    Hong, Wei
    Jiang, Jiamo
    Jia, Chao
    Quek, Tony Q. S.
    Peng, Mugen
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2022, 21 (03) : 1927 - 1942
  • [3] MultiConfederated Learning: Inclusive Non-IID Data handling with Decentralized Federated Learning
    Duchesne, Michael
    Zhang, Kaiwen
    Talhi, Chamseddine
    39TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, SAC 2024, 2024, : 1587 - 1595
  • [4] Ensemble Federated Learning With Non-IID Data in Wireless Networks
    Zhao, Zhongyuan
    Wang, Jingyi
    Hong, Wei
    Quek, Tony Q. S.
    Ding, Zhiguo
    Peng, Mugen
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 23 (04) : 3557 - 3571
  • [5] Federated learning on non-IID data: A survey
    Zhu, Hangyu
    Xu, Jinjin
    Liu, Shiqing
    Jin, Yaochu
    NEUROCOMPUTING, 2021, 465 : 371 - 390
  • [6] Subjective Logic-based Decentralized Federated Learning for Non-IID Data
    Sundar, Agnideven Palanisamy
    Li, Feng
    Zou, Xukai
    Gao, Tianchong
    19TH INTERNATIONAL CONFERENCE ON AVAILABILITY, RELIABILITY, AND SECURITY, ARES 2024, 2024,
  • [7] Secure and decentralized federated learning framework with non-IID data based on blockchain
    Zhang, Feng
    Zhang, Yongjing
    Ji, Shan
    Han, Zhaoyang
    HELIYON, 2024, 10 (05)
  • [8] Adaptive Federated Learning With Non-IID Data
    Zeng, Yan
    Mu, Yuankai
    Yuan, Junfeng
    Teng, Siyuan
    Zhang, Jilin
    Wan, Jian
    Ren, Yongjian
    Zhang, Yunquan
    COMPUTER JOURNAL, 2023, 66 (11): : 2758 - 2772
  • [9] Federated Learning With Taskonomy for Non-IID Data
    Jamali-Rad, Hadi
    Abdizadeh, Mohammad
    Singh, Anuj
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 34 (11) : 8719 - 8730
  • [10] Federated Learning With Non-IID Data: A Survey
    Lu, Zili
    Pan, Heng
    Dai, Yueyue
    Si, Xueming
    Zhang, Yan
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (11): : 19188 - 19209