• Journal of Internet Computing and Services
    ISSN 2287 - 1136 (Online) / ISSN 1598 - 0170 (Print)
    https://jics.or.kr/
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Search: "[ keyword: Federated learning ]" (4)
  1. 1. FedGCD: Federated Learning Algorithm with GNN based Community Detection for Heterogeneous Data
    Wooseok Shin, Jitae Shin, Vol. 24, No. 6, pp. 1-11, Dec. 2023
    10.7472/jksii.2023.24.6.1
    Keywords: Federated learning, Non-IID, data heterogeneity, community detection, Graph Neural Networks
  2. 2. Advances and Issues in Federated Learning Open Platforms: A Systematic Comparison and Analysis
    JinSoo Kim, SeMo Yang, KangYoon Lee, KwangKee Lee, Vol. 24, No. 4, pp. 1-13, Aug. 2023
    10.7472/jksii.2023.24.4.1
    Keywords: Federated learning, Distributed Learning, FL Framework, Open Source
  3. 3. Efficient distributed consensus optimization based on patterns and groups for federated learning
    Seung Ju Kang, Ji Young Chun, Geontae Noh, Ik Rae Jeong, Vol. 23, No. 4, pp. 73-85, Aug. 2022
    10.7472/jksii.2022.23.4.73
    Keywords: Federated learning, Optimization, Weight model, Communication time, Privacy, ADMM
  4. 4. Efficient Resource Slicing Scheme for Optimizing Federated Learning Communications in Software-Defined IoT Networks
    Prohim Tam, Sa Math, Seokhoon Kim, Vol. 22, No. 5, pp. 27-33, Oct. 2021
    10.7472/jksii.2021.22.5.27
    Keywords: Deep Learning, Federated learning, Internet of Things, Network Functions Virtualization, Software-Defined Networking

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