Concepedia

Collaborative Edge Analytics

Collaborative Edge Analytics is a distributed data processing framework that enables multiple edge devices and edge servers to jointly execute analytical computations by sharing models, insights, or raw data in a coordinated manner, thereby enhancing inference accuracy, system efficiency, and real-time responsiveness while preserving localized decision-making and minimizing reliance on centralized cloud infrastructure.

7

Publications

191

Citations

25

Authors

13

Institutions

Publications per year

2017–2026

6

Parents

Publications

7

Edge-cloud-enabled matrix factorization for diversified APIs recommendation in mashup creation

Fan Wang, Lina Wang, Guangshun Li et al. · World Wide Web · 2021 · 61 citations

, , +12

A cloud-edge collaborative strategy for capacity prognostic of lithium-ion batteries based on dynamic weight allocation and machine learning

Tao Sun, Shaoqing Wang, Sheng Jiang et al. · Energy · 2021 · 47 citations

, , +16

Boosting Edge Intelligence With Collaborative Cross-Edge Analytics

Hai Jin, Lin Jia, Zhi Zhou · IEEE Internet of Things Journal · 2020 · 34 citations

, , +14

Finding main causes of elevator accidents via multi-dimensional association rule in edge computing environment

Hongman Wang, Mengqi Zeng, Zijie Xiong et al. · China Communications · 2017 · 16 citations

, , +17

Dependence-Aware Multitask Scheduling for Edge Video Analytics With Accuracy Guarantee

Chengzhi Wang, Peng Yang, Jiawei Hou et al. · IEEE Internet of Things Journal · 2024 · 15 citations

, , +16

1–5 of 7

Authors

25

  1. YZ
    Yuejiu Zheng

    University of Shanghai for Science and Technology, China

    1 publications · 47 citations

    1

    h-index

  2. BX
    Bowen Xu

    East China University of Science and Technology, China

    1 publications · 47 citations

    1

    h-index

  3. SW
    Shaoqing Wang

    China University of Mining and Technology, China

    1 publications · 47 citations

    1

    h-index

  4. SI
    Stepan Ivanov

    Waterford Institute of Technology, Ireland

    1 publications · 10 citations

    1

    h-index

  5. LW
    Lina Wang

    Ocean University of China, China

    1 publications · 61 citations

    1

    h-index

1–5 of 25

Institutions

13

  1. Tsinghua University

    Beijing, China

    1 h-index

    2 publications

    94 citations

  2. University of Shanghai for Science and Technology

    Shanghai, China

    1 h-index

    6 publications

    282 citations

  3. China Telecom (China)

    Changsha, China

    1 h-index

    1 publications

    61 citations

  4. Drexel University

    Philadelphia, United States

    1 h-index

    1 publications

    13 citations

  5. Shandong University of Science and Technology

    Qingdao, China

    1 h-index

    1 publications

    61 citations

  6. Smart Homes

    Eindhoven, Netherlands

    1 h-index

    1 publications

    61 citations

  7. Virginia Commonwealth University

    Richmond, United States

    1 h-index

    2 publications

    20 citations

  8. China Telecom

    Beijing, China

    1 h-index

    1 publications

    61 citations

1–8 of 13

Venues

  1. World Wide Web

    1 publications · 61 citations

    1

    h-index

  2. IEEE Internet of Things Journal

    1 publications · 34 citations

    1

    h-index

  3. Energy

    1 publications · 47 citations

    1

    h-index

  4. China Communications

    1 publications · 16 citations

    1

    h-index

1–4