Concepedia

Mobile Edge Devices

Mobile Edge Devices is a class of edge computing systems characterized by their portability and wireless connectivity, enabling localized data processing and real-time responsiveness at or near the source of data generation in mobile or distributed environments.

539

Publications

29.8K

Citations

2.1K

Authors

686

Institutions

Publications per year

2017–2026

485

Parents

Publications

539

Federated Learning in Mobile Edge Networks: A Comprehensive Survey

Wei Yang Bryan Lim, Nguyen Cong Luong, Dinh Thai Hoang et al. · IEEE Communications Surveys & Tutorials · 2020 · 2.4K citations

, , +16

Edge AI: On-Demand Accelerating Deep Neural Network Inference via Edge Computing

En Li, Liekang Zeng, Zhi Zhou et al. · IEEE Transactions on Wireless Communications · 2019 · 859 citations

, , +17

Once-for-All: Train One Network and Specialize it for Efficient\n Deployment

Han Cai, Chuang Gan, Tianzhe Wang et al. · arXiv (Cornell University) · 2019 · 682 citations · Full text

, , +16

Toward an Intelligent Edge: Wireless Communication Meets Machine Learning

Guangxu Zhu, Dongzhu Liu, Yuqing Du et al. · IEEE Communications Magazine · 2020 · 651 citations

, , +14

Model Pruning Enables Efficient Federated Learning on Edge Devices

Yuang Jiang, Shiqiang Wang, Víctor Valls et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 522 citations

, , +14

1–5 of 539

Authors

2.1K

  1. DN
    Dusit Niyato

    Nanyang Technological University, Singapore

    10 publications · 3.6K citations

    10

    h-index

  2. JK
    Jiawen Kang

    Guangdong University of Technology, China

    6 publications · 867 citations

    6

    h-index

  3. SH
    Song Han

    Massachusetts Institute of Technology, United States

    6 publications · 1.1K citations

    6

    h-index

  4. XS
    Xuemin Shen

    University of Waterloo, Canada

    6 publications · 818 citations

    6

    h-index

  5. SD
    Somdip Dey

    University of Essex, United Kingdom

    5 publications · 160 citations

    5

    h-index

1–5 of 2.1K

Institutions

686

  1. Tsinghua University

    Beijing, China

    13 h-index

    46 publications

    1.8K citations

  2. Beijing University of Posts and Telecommunications

    Beijing, China

    12 h-index

    37 publications

    2.2K citations

  3. King Saud University

    Riyadh, Saudi Arabia

    11 h-index

    23 publications

    1K citations

  4. Nanyang Technological University

    Singapore, Singapore

    11 h-index

    29 publications

    12.2K citations

  5. Huazhong University of Science and Technology

    Wuhan, China

    9 h-index

    17 publications

    1.6K citations

  6. University of Waterloo

    Waterloo, Canada

    9 h-index

    11 publications

    936 citations

  7. University of Electronic Science and Technology of China

    Chengdu, China

    9 h-index

    20 publications

    4K citations

  8. Guangdong University of Technology

    Guangzhou, China

    9 h-index

    14 publications

    1.1K citations

1–8 of 686

Venues

  1. arXiv (Cornell University)

    Repository · 33 publications · 2.1K citations

    21

    h-index

  2. IEEE Access

    20 publications · 1.3K citations

    17

    h-index

  3. IEEE Transactions on Mobile Computing

    TMCCI · 13 publications · 485 citations

    12

    h-index

  4. Computer Communications

    12 publications · 578 citations

    11

    h-index

  5. Computer Networks

    10 publications · 599 citations

    9

    h-index

1–5