Concepedia

Edge-ai Integration

Edge–AI Integration is a framework-level academic concept that denotes the seamless incorporation of artificial intelligence models and algorithms into multi-access edge computing environments, distinguished by its emphasis on enabling real-time, low-latency, and context-aware intelligent processing directly at the network edge.

257

Publications

26.6K

Citations

1.2K

Authors

489

Institutions

Publications per year

2017–2026

255

Parents

Publications

257

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

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

Edge Intelligence: The Confluence of Edge Computing and Artificial Intelligence

Shuiguang Deng, Hailiang Zhao, Weijia Fang et al. · IEEE Internet of Things Journal · 2020 · 1.1K citations · Full text

, , +16

In-Edge AI: Intelligentizing Mobile Edge Computing, Caching and Communication by Federated Learning

Xiaofei Wang, Yiwen Han, Chenyang Wang et al. · IEEE Network · 2019 · 1K citations · Full text

, , +17

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

1–5 of 257

Authors

1.2K

  1. DN
    Dusit Niyato

    Nanyang Technological University, Singapore

    13 publications · 3.2K citations

    12

    h-index

  2. GZ
    Guangxu Zhu

    Shenzhen Research Institute of Big Data, China

    10 publications · 1.4K citations

    10

    h-index

  3. ZX
    Zehui Xiong

    Nanyang Technological University, Singapore

    10 publications · 1.7K citations

    10

    h-index

  4. JK
    Jiawen Kang

    Guangdong University of Technology, China

    9 publications · 1.5K citations

    9

    h-index

  5. XS
    Xuemin Shen

    University of Waterloo, Canada

    7 publications · 1.4K citations

    7

    h-index

1–5 of 1.2K

Institutions

489

  1. Nanyang Technological University

    Singapore, Singapore

    12 h-index

    32 publications

    7K citations

  2. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    9 h-index

    13 publications

    2.8K citations

  3. Singapore University of Technology and Design

    Singapore, Singapore

    9 h-index

    12 publications

    1.8K citations

  4. Shenzhen Research Institute of Big Data

    Shenzhen, China

    9 h-index

    20 publications

    2.4K citations

  5. Peng Cheng Laboratory

    Shenzhen, China

    9 h-index

    11 publications

    2.1K citations

  6. Beijing University of Posts and Telecommunications

    Beijing, China

    9 h-index

    20 publications

    1K citations

  7. Guangdong University of Technology

    Guangzhou, China

    9 h-index

    10 publications

    1.5K citations

  8. Chinese University of Hong Kong, Shenzhen

    Shenzhen, China

    8 h-index

    15 publications

    1.5K citations

1–8 of 489

Venues

  1. IEEE Network

    16 publications · 1.9K citations

    14

    h-index

  2. arXiv (Cornell University)

    Repository · 13 publications · 545 citations

    11

    h-index

  3. IEEE Internet of Things Journal

    10 publications · 2.5K citations

    10

    h-index

  4. IEEE Access

    10 publications · 621 citations

    10

    h-index

  5. IEEE Wireless Communications

    9 publications · 600 citations

    9

    h-index

1–5