Concepedia

Preprocessing At The Edge

Preprocessing At the Edge is a computational method that performs data filtering, transformation, or reduction directly on edge devices prior to transmission, distinguishing itself from cloud-centric approaches by minimizing latency, bandwidth usage, and dependency on centralized resources.

3

Publications

123

Citations

6

Authors

5

Institutions

Publications per year

2017–2026

2

Parents

Publications

3

Survey:Time-series data preprocessing: A survey and an empirical analysis

Amal Tawakuli, Bastian Havers, Vincenzo Gulisano et al. · Journal of Engineering Research · 2024 · 83 citations · Full text

, , +13

Cooperative Downlink Multicell Preprocessing Relying on Reduced-Rate Back-Haul Data Exchange

Rong Zhang · IEEE Transactions on Vehicular Technology · 2010 · 27 citations

, , +13

Dynamic Age Minimization With Real-Time Information Preprocessing for Edge-Assisted IoT Devices With Energy Harvesting

Xiaoling Ling, Jie Gong, Rui Li et al. · IEEE Transactions on Network Science and Engineering · 2021 · 13 citations

, , +17

Synchronized Preprocessing of Sensor Data

Amal Tawakuli, Daniel Kaiser, Thomas Engel · 2020 · 10 citations

, , +17

1–4 of 3

Authors

6

  1. RZ
    Rong Zhang

    University of Southampton, United Kingdom

    1 publications · 27 citations

    1

    h-index

  2. TE
    Thomas Engel

    University of Luxembourg, Luxembourg

    1 publications · 83 citations

    1

    h-index

  3. VG
    Vincenzo Gulisano

    Chalmers University of Technology, Sweden

    1 publications · 83 citations

    1

    h-index

  4. BH
    Bastian Havers

    Chalmers University of Technology, Sweden

    1 publications · 83 citations

    1

    h-index

  5. AT
    Amal Tawakuli

    University of Luxembourg, Luxembourg

    1 publications · 83 citations

    1

    h-index

1–5 of 6

Institutions

5

  1. Volvo Cars (Sweden)

    Gothenburg, Sweden

    1 h-index

    1 publications

    83 citations

  2. University of Southampton

    Southampton, United Kingdom

    1 h-index

    2 publications

    54 citations

  3. Chalmers University of Technology

    Gothenburg, Sweden

    1 h-index

    1 publications

    83 citations

  4. Volvo (Sweden)

    Gothenburg, Sweden

    1 h-index

    1 publications

    83 citations

  5. University of Luxembourg

    Luxembourg, Luxembourg

    1 h-index

    3 publications

    249 citations

  6. Sun Yat-sen University

    Guangzhou, China

    1 publications

    13 citations

1–6 of 5

Venues

  1. IEEE Transactions on Vehicular Technology

    1 publications · 27 citations

    1

    h-index

  2. Journal of Engineering Research

    JER · 1 publications · 83 citations

    1

    h-index

  3. IEEE Transactions on Network Science and Engineering

    NSE · 1 publications · 13 citations

1–3