Concepedia

Edge Artificial Intelligence

Edge Artificial Intelligence is a distributed computing paradigm within artificial intelligence and edge computing that executes machine learning models and inference directly on or near data-generating edge devices, thereby decentralising computation from cloud or central data centres to achieve low-latency, context-aware, and real-time data processing.

2.7K

Publications

153.4K

Citations

8.3K

Authors

1.8K

Institutions

Publications per year

2017–2026

2.7K

Variants

Edge Ai

Parents

Children

Publications

2.7K

Adaptive Federated Learning in Resource Constrained Edge Computing Systems

Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis et al. · IEEE Journal on Selected Areas in Communications · 2019 · 2.2K citations

, , +17

Edge Intelligence: Paving the Last Mile of Artificial Intelligence With Edge Computing

Zhi Zhou, Xu Chen, En Li et al. · Proceedings of the IEEE · 2019 · 2.2K citations · Full text

, , +11

Federated Learning with Non-IID Data

Yue Zhao, Meng Li, Liangzhen Lai et al. · arXiv (Cornell University) · 2018 · 1.9K citations · Full text

, , +15

Convergence of Edge Computing and Deep Learning: A Comprehensive Survey

Xiaofei Wang, Yiwen Han, Victor C. M. Leung et al. · IEEE Communications Surveys & Tutorials · 2020 · 1.4K citations · Full text

, , +17

EGNet: Edge Guidance Network for Salient Object Detection

Jiaxing Zhao, Jiangjiang Liu, Deng-Ping Fan et al. · 2019 · 1.2K citations

, , +16

1–5 of 2.7K

Authors

8.3K

  1. DN
    Dusit Niyato

    Nanyang Technological University, Singapore

    35 publications · 4.2K citations

    30

    h-index

  2. MC
    Meng‐Fan Chang

    National Tsing Hua University, Taiwan

    28 publications · 4.1K citations

    27

    h-index

  3. KH
    Kaibin Huang

    University of Hong Kong, Hong Kong SAR China

    26 publications · 2.8K citations

    23

    h-index

  4. GZ
    Guangxu Zhu

    Shenzhen Research Institute of Big Data, China

    24 publications · 2.4K citations

    19

    h-index

  5. ZX
    Zehui Xiong

    Nanyang Technological University, Singapore

    23 publications · 2.2K citations

    19

    h-index

1–5 of 8.3K

Institutions

1.8K

  1. Nanyang Technological University

    Singapore, Singapore

    36 h-index

    171 publications

    12.5K citations

  2. Beijing University of Posts and Telecommunications

    Beijing, China

    35 h-index

    141 publications

    6.8K citations

  3. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    33 h-index

    81 publications

    7.8K citations

  4. Tsinghua University

    Beijing, China

    33 h-index

    202 publications

    16.4K citations

  5. University of Hong Kong

    Pok Fu Lam, Hong Kong

    30 h-index

    86 publications

    9.1K citations

  6. Chinese Academy of Sciences

    Beijing, China

    30 h-index

    125 publications

    6.3K citations

  7. Xidian University

    Xi'an, China

    29 h-index

    94 publications

    8.2K citations

  8. Huazhong University of Science and Technology

    Wuhan, China

    29 h-index

    94 publications

    6.7K citations

1–8 of 1.8K

Venues

  1. IEEE Internet of Things Journal

    126 publications · 10.2K citations

    48

    h-index

  2. IEEE Access

    96 publications · 5.1K citations

    41

    h-index

  3. arXiv (Cornell University)

    Repository · 124 publications · 7.2K citations

    37

    h-index

  4. IEEE Transactions on Industrial Informatics

    46 publications · 3.8K citations

    33

    h-index

  5. IEEE Transactions on Mobile Computing

    TMCCI · 39 publications · 2.2K citations

    31

    h-index

1–5