FIDEL: Fog integrated federated learning framework to train neural networks

被引：0
|
作者：
Kumar, Aditya [1 ]
Srirama, Satish Narayana [1 ]
机构：
[1] Cloud & Smart Lab, School of Computer and Information Sciences, University of Hyderabad, Telangana, Hyderabad, India
来源：
Software - Practice and Experience | 2024年 / 54卷 / 02期
关键词：
Compendex;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Internet of things
引用
收藏
页码：186 / 207
相关论文
共 50 条
  • [41] Optimized Quantization for Convolutional Deep Neural Networks in Federated Learning
    Kim, You Jun
    Hong, Choong Seon
    APNOMS 2020: 2020 21ST ASIA-PACIFIC NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM (APNOMS), 2020, : 150 - 154
  • [42] Efficient asynchronous federated neuromorphic learning of spiking neural networks
    Wang, Yuan
    Duan, Shukai
    Chen, Feng
    NEUROCOMPUTING, 2023, 557
  • [43] Distributed Pruning Towards Tiny Neural Networks in Federated Learning
    Huang, Hong
    Zhang, Lan
    Sun, Chaoyue
    Fang, Ruogu
    Yuan, Xiaoyong
    Wu, Dapeng
    2023 IEEE 43RD INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS, ICDCS, 2023, : 190 - 201
  • [44] Communication-Efficient Federated Learning With Binary Neural Networks
    Yang, Yuzhi
    Zhang, Zhaoyang
    Yang, Qianqian
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2021, 39 (12) : 3836 - 3850
  • [45] Content Popularity Prediction in Fog Radio Access Networks: A Federated Learning Based Approach
    Wu, Yuting
    Jiang, Yanxiang
    Bennis, Mehdi
    Zheng, Fuchun
    Gao, Xiqi
    You, Xiaohu
    ICC 2020 - 2020 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2020,
  • [46] Federated Learning-Based Content Popularity Prediction in Fog Radio Access Networks
    Jiang, Yanxiang
    Wu, Yuting
    Zheng, Fu-Chun
    Bennis, Mehdi
    You, Xiaohu
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2022, 21 (06) : 3836 - 3849
  • [47] A traffic flow prediction framework based on integrated federated learning and Recurrent Long short-term networks
    Pulligilla, Manoj Kumar
    Vanmathi, C.
    PEER-TO-PEER NETWORKING AND APPLICATIONS, 2024, 17 (06) : 4131 - 4155
  • [48] Dynamic Quantum Federated Learning for Satellite-Ground Integrated Systems Using Slimmable Quantum Neural Networks
    Park, Soohyun
    Jung, Soyi
    Kim, Joongheon
    IEEE ACCESS, 2024, 12 : 58239 - 58247
  • [49] FedClassAvg: Local Representation Learning for Personalized Federated Learning on Heterogeneous Neural Networks
    Jang, Jaehee
    Ha, Heonseok
    Jung, Dahuin
    Yoon, Sungroh
    51ST INTERNATIONAL CONFERENCE ON PARALLEL PROCESSING, ICPP 2022, 2022,
  • [50] Automated Graph Neural Network Search Under Federated Learning Framework
    Wang, Chunnan
    Chen, Bozhou
    Li, Geng
    Wang, Hongzhi
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 35 (10) : 9959 - 9972
12345