Fedstellar: A platform for decentralized federated learning (vol 242, 122861, 2024)

被引:0
|
作者
Beltran, Enrique Tomas Martinez [1 ]
Gomez, Angel Luis Perales [2 ]
Feng, Chao [3 ]
Sanchez, Pedro Miguel Sanchez [1 ]
Bravo, Pedro Guijas [5 ]
Bernal, Sergio Lopez [1 ,4 ]
Bovet, Gerome
Gilerez, Manuel [1 ]
Perez, Gregorio Martinez [1 ]
Celdran, Alberto Huertas [3 ]
机构
[1] Univ Murcia, Dept Informat & Commun Engn, Murcia 30100, Spain
[2] Univ Murcia, Dept Comp Engn & Technol, Murcia 30100, Spain
[3] Univ Zurich UZH, Dept Informat IfI, Commun Syst Grp CSG, CH-8050 Zurich, Switzerland
[4] Cyber Def Campus, Armasuisse Sci & Technol, CH-3602 Thun, Switzerland
[5] Univ A Coruna, Fac Comp Sci, La Coruna 15071, Spain
关键词
D O I
10.1016/j.eswa.2024.124165
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
引用
收藏
页数:2
相关论文
共 50 条
  • [21] Blockchain-Based Decentralized Federated Learning
    Dirir, Ahmed
    Salah, Khaled
    Svetinovic, Davor
    Jayaraman, Raja
    Yaqoob, Ibrar
    Kanhere, Salil S.
    2022 FOURTH INTERNATIONAL CONFERENCE ON BLOCKCHAIN COMPUTING AND APPLICATIONS (BCCA), 2022, : 99 - 106
  • [22] FedDKD: Federated learning with decentralized knowledge distillation
    Li, Xinjia
    Chen, Boyu
    Lu, Wenlian
    APPLIED INTELLIGENCE, 2023, 53 (15) : 18547 - 18563
  • [23] A decentralized data evaluation framework in federated learning
    Bhatia, Laveen
    Samet, Saeed
    BLOCKCHAIN-RESEARCH AND APPLICATIONS, 2023, 4 (04):
  • [24] Decentralized Federated Learning: A Survey on Security and Privacy
    Hallaji, Ehsan
    Razavi-Far, Roozbeh
    Saif, Mehrdad
    Wang, Boyu
    Yang, Qiang
    IEEE TRANSACTIONS ON BIG DATA, 2024, 10 (02) : 194 - 213
  • [25] Implications of Node Selection in Decentralized Federated Learning
    Lodhi, Ahnaf Hannan
    Akgun, Baris
    Ozkasap, Öznur
    2023 31ST SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE, SIU, 2023,
  • [26] Decentralized Federated Learning using Gaussian Processes
    Kontoudis, George P.
    Stilwell, Daniel J.
    2023 INTERNATIONAL SYMPOSIUM ON MULTI-ROBOT AND MULTI-AGENT SYSTEMS, MRS, 2023, : 1 - 7
  • [27] Decentralized Wireless Federated Learning With Differential Privacy
    Chen, Shuzhen
    Yu, Dongxiao
    Zou, Yifei
    Yu, Jiguo
    Cheng, Xiuzhen
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 18 (09) : 6273 - 6282
  • [28] Decentralized Aggregation Design and Study of Federated Learning
    Malladi, Venkata
    Li, Yi
    Siddula, Madhuri
    Seoand, Daehee
    Huang, Yan
    2021 IEEE SMARTWORLD, UBIQUITOUS INTELLIGENCE & COMPUTING, ADVANCED & TRUSTED COMPUTING, SCALABLE COMPUTING & COMMUNICATIONS, INTERNET OF PEOPLE, AND SMART CITY INNOVATIONS (SMARTWORLD/SCALCOM/UIC/ATC/IOP/SCI 2021), 2021, : 328 - 337
  • [29] Asynchronous Decentralized Federated Learning for Heterogeneous Devices
    Liao, Yunming
    Xu, Yang
    Xu, Hongli
    Chen, Min
    Wang, Lun
    Qiao, Chunming
    IEEE-ACM TRANSACTIONS ON NETWORKING, 2024, 32 (05) : 4535 - 4550
  • [30] EdgeFL: A Lightweight Decentralized Federated Learning Framework
    Zhang, Hongyi
    Bosch, Jan
    Olsson, Helena Hohnstrom
    2024 IEEE 48TH ANNUAL COMPUTERS, SOFTWARE, AND APPLICATIONS CONFERENCE, COMPSAC 2024, 2024, : 556 - 561