Concepedia

Heterogeneous Edge Processing

Heterogeneous Edge Processing is a computational framework that orchestrates data processing tasks across diverse edge devices with varying hardware capabilities, software environments, and network conditions to enable efficient and adaptive decentralized computation.

8

Publications

266

Citations

46

Authors

23

Institutions

Publications per year

2017–2026

8

Parents

Publications

8

Adaptive parallel execution of deep neural networks on heterogeneous edge devices

Li Zhou, Mohammad Hossein Samavatian, Anys Bacha et al. · 2019 · 103 citations · Full text

, , +17

Customized Federated Learning for accelerated edge computing with heterogeneous task targets

Hui Jiang, Min Liu, Bo Yang et al. · Computer Networks · 2020 · 39 citations

, , +16

Coordinate-based efficient indexing mechanism for intelligent IoT systems in heterogeneous edge computing

Songtao Tang, Xin Du, Zhihui Lu et al. · Journal of Parallel and Distributed Computing · 2022 · 29 citations

, , +12

A DNN inference acceleration algorithm combining model partition and task allocation in heterogeneous edge computing system

Lei Shi, Zhigang Xu, Yabo Sun et al. · Peer-to-Peer Networking and Applications · 2021 · 23 citations

, , +15

Exploring Query Processing on CPU-GPU Integrated Edge Device

Jiesong Liu, Feng Zhang, Hourun Li et al. · IEEE Transactions on Parallel and Distributed Systems · 2022 · 20 citations

, , +17

1–5 of 8

Authors

46

  1. XD
    Xin Du

    Fudan University, China

    1 publications · 29 citations

    1

    h-index

  2. SM
    Saikat Majumdar

    Indian Institute of Technology Dhanbad, India

    1 publications · 103 citations

    1

    h-index

  3. GZ
    Gan Zheng

    Loughborough University, United Kingdom

    1 publications · 16 citations

    1

    h-index

  4. LS
    Lei Shi

    Hefei University of Technology, China

    1 publications · 23 citations

    1

    h-index

  5. FZ
    Fuhui Zhou

    Nanjing University of Aeronautics and Astronautics, China

    1 publications · 18 citations

    1

    h-index

1–5 of 46

Institutions

23

  1. Virginia Tech

    Blacksburg, United States

    1 h-index

    1 publications

    23 citations

  2. Chinese Academy of Sciences

    Beijing, China

    1 h-index

    4 publications

    156 citations

  3. PLA Army Engineering University

    Nanjing, China

    1 h-index

    1 publications

    18 citations

  4. Centre for Social Innovation

    Toronto, Canada

    1 h-index

    3 publications

    54 citations

  5. Lenovo (China)

    Beijing, China

    1 h-index

    1 publications

    39 citations

  6. The University of Texas at San Antonio

    San Antonio, United States

    1 h-index

    1 publications

    29 citations

  7. University of Toronto

    Toronto, Canada

    1 h-index

    2 publications

    36 citations

  8. Institute of Computing Technology

    Beijing, China

    1 h-index

    4 publications

    156 citations

1–8 of 23

Venues

  1. Neural Computing and Applications

    1 publications · 16 citations

    1

    h-index

  2. Journal of Parallel and Distributed Computing

    1 publications · 29 citations

    1

    h-index

  3. IEEE Transactions on Mobile Computing

    TMCCI · 1 publications · 18 citations

    1

    h-index

  4. Peer-to-Peer Networking and Applications

    1 publications · 23 citations

    1

    h-index

  5. IEEE Transactions on Parallel and Distributed Systems

    TPDS · 1 publications · 20 citations

    1

    h-index

1–5