Concepedia

Edge Data Processing

Edge Data Processing is a data processing paradigm in edge computing that performs the acquisition, filtering, analysis, and transformation of data at or near distributed edge devices or edge nodes, rather than in centralized cloud infrastructures, in order to minimize latency, bandwidth consumption, and dependence on remote resources.

742

Publications

58.8K

Citations

2.8K

Authors

931

Institutions

Publications per year

2017–2026

684

Parents

Children

Publications

742

Edge Computing: Vision and Challenges

Weisong Shi, Jie Cao, Quan Zhang et al. · IEEE Internet of Things Journal · 2016 · 7.9K 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

A Survey on the Edge Computing for the Internet of Things

Wei Yu, Fan Liang, Xiaofei He et al. · IEEE Access · 2017 · 1.5K citations · Full text

, , +16

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

The Promise of Edge Computing

Weisong Shi, Schahram Dustdar · Computer · 2016 · 1.2K citations

, , +17

1–5 of 742

Authors

2.8K

  1. WS
    Weisong Shi

    Wayne State University, United States

    12 publications · 10.4K citations

    12

    h-index

  2. ZL
    Zhihan Lv

    Qingdao University, China

    7 publications · 783 citations

    7

    h-index

  3. XC
    Xu Chen

    Sun Yat-sen University, China

    6 publications · 3.8K citations

    6

    h-index

  4. RD
    Rustem Dautov

    University of Messina, Italy

    6 publications · 174 citations

    6

    h-index

  5. SD
    Salvatore Distefano

    University of Messina, Italy

    6 publications · 174 citations

    6

    h-index

1–5 of 2.8K

Institutions

931

  1. Chinese Academy of Sciences

    Beijing, China

    13 h-index

    34 publications

    2.3K citations

  2. Shanghai Jiao Tong University

    Shanghai, China

    12 h-index

    37 publications

    1.4K citations

  3. Wayne State University

    Detroit, United States

    11 h-index

    34 publications

    43.6K citations

  4. Huazhong University of Science and Technology

    Wuhan, China

    11 h-index

    28 publications

    1.6K citations

  5. University of Electronic Science and Technology of China

    Chengdu, China

    11 h-index

    29 publications

    2.3K citations

  6. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    11 h-index

    20 publications

    3.6K citations

  7. Qatar University

    Doha, Qatar

    10 h-index

    21 publications

    2.5K citations

  8. King Saud University

    Riyadh, Saudi Arabia

    10 h-index

    21 publications

    1.8K citations

1–8 of 931

Venues

  1. IEEE Access

    49 publications · 7.3K citations

    34

    h-index

  2. IEEE Internet of Things Journal

    49 publications · 12.9K citations

    34

    h-index

  3. Sensors

    18 publications · 895 citations

    16

    h-index

  4. arXiv (Cornell University)

    Repository · 16 publications · 702 citations

    12

    h-index

  5. IEEE Network

    12 publications · 1K citations

    12

    h-index

1–5