Concepedia

Federated Learning Deployment

Federated Learning Deployment is a methodological framework within edge-cloud integration that orchestrates the distribution, execution, and coordination of federated learning workflows across decentralized edge devices and centralized cloud resources to enable privacy-preserving, collaborative model training.

102

Publications

8.1K

Citations

513

Authors

244

Institutions

Publications per year

2017–2026

102

Parents

Publications

102

A Survey on Federated Learning: The Journey From Centralized to Distributed On-Site Learning and Beyond

Sawsan AbdulRahman, Hanine Tout, Hakima Ould‐Slimane et al. · IEEE Internet of Things Journal · 2020 · 776 citations

, , +15

Applied Federated Learning: Improving Google Keyboard Query Suggestions

Timothy T. Yang, Galen Andrew, Hubert Eichner et al. · arXiv (Cornell University) · 2018 · 451 citations · Full text

, , +13

Federated Learning for intrusion detection system: Concepts, challenges and future directions

Shaashwat Agrawal, Sagnik Sarkar, Ons Aouedi et al. · Computer Communications · 2022 · 401 citations · Full text

, , +16

Federated Learning for the Internet of Things: Applications, Challenges, and Opportunities

Tuo Zhang, Lei Gao, Chaoyang He et al. · IEEE Internet of Things Magazine · 2022 · 369 citations

, , +15

Federated Learning for 6G: Applications, Challenges, and Opportunities

Zhaohui Yang, Mingzhe Chen, Kai‐Kit Wong et al. · Engineering · 2021 · 351 citations · Full text

, , +14

1–5 of 102

Authors

513

  1. TR
    Thippa Reddy Gadekallu

    Vellore Institute of Technology University, India

    5 publications · 1.3K citations

    5

    h-index

  2. QY
    Qiang Yang

    Hong Kong University of Science and Technology, Hong Kong SAR China

    5 publications · 550 citations

    5

    h-index

  3. QP
    Quoc‐Viet Pham

    Pusan National University, South Korea

    4 publications · 647 citations

    4

    h-index

  4. HV
    H. Vincent Poor

    Princeton University, United States

    4 publications · 576 citations

    4

    h-index

  5. PK
    Praveen Kumar Reddy Maddikunta

    Vellore Institute of Technology University, India

    4 publications · 1.2K citations

    4

    h-index

1–5 of 513

Institutions

244

  1. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    8 h-index

    14 publications

    1.1K citations

  2. Nanyang Technological University

    Singapore, Singapore

    6 h-index

    14 publications

    1.2K citations

  3. Vellore Institute of Technology University

    Vellore, India

    6 h-index

    22 publications

    6K citations

  4. Lebanese American University

    Beirut, Lebanon

    5 h-index

    8 publications

    1.6K citations

  5. Sun Yat-sen University

    Guangzhou, China

    3 h-index

    7 publications

    176 citations

  6. Pusan National University

    Busan, South Korea

    3 h-index

    4 publications

    644 citations

  7. Princeton University

    Princeton, United States

    3 h-index

    5 publications

    1.1K citations

  8. Khalifa University of Science and Technology

    Abu Dhabi, United Arab Emirates

    3 h-index

    4 publications

    182 citations

1–8 of 244

Venues

  1. arXiv (Cornell University)

    Repository · 12 publications · 917 citations

    11

    h-index

  2. IEEE Access

    7 publications · 338 citations

    7

    h-index

  3. IEEE Network

    5 publications · 381 citations

    5

    h-index

  4. IEEE Internet of Things Journal

    4 publications · 876 citations

    4

    h-index

  5. Future Generation Computer Systems

    FGCS · 5 publications · 189 citations

    4

    h-index

1–5