Concepedia

Edge Analytics Platforms

Edge Analytics Platforms is a computational framework that enables data processing and analytical computations at or near the data source within an IoT ecosystem, distinguishing itself from centralized analytics platforms by minimizing latency, reducing bandwidth usage, and supporting real-time decision-making through localized intelligence.

57

Publications

2.6K

Citations

244

Authors

90

Institutions

Publications per year

2017–2026

54

Parents

Publications

57

Machine Learning at Facebook: Understanding Inference at the Edge

Carole-Jean Wu, David Brooks, Kevin Chen et al. · 2019 · 448 citations

, , +16

A Serverless Real-Time Data Analytics Platform for Edge Computing

Stefan Nastić, Thomas Rausch, Ognjen Šćekić et al. · IEEE Internet Computing · 2017 · 224 citations

, , +17

Deep Learning for Reliable Mobile Edge Analytics in Intelligent Transportation Systems: An Overview

Aidin Ferdowsi, Ursula Challita, Walid Saad · IEEE Vehicular Technology Magazine · 2019 · 194 citations

, , +17

Design and Implementation of Cloud Analytics-Assisted Smart Power Meters Considering Advanced Artificial Intelligence as Edge Analytics in Demand-Side Management for Smart Homes

Yung-Yao Chen, Yu‐Hsiu Lin, Chia-Ching Kung et al. · Sensors · 2019 · 181 citations · Full text

, , +17

The Personal Health Applications of Machine Learning Techniques in the Internet of Behaviors

Zahra Mohtasham‐Amiri, Arash Heidari, Mehdi Darbandi et al. · Sustainability · 2023 · 93 citations · Full text

, , +12

1–5 of 57

Authors

244

  1. WS
    Walid Saad

    Virginia Tech, United States

    3 publications · 234 citations

    3

    h-index

  2. FS
    Fahd Saghir

    Schneider Electric (Germany), Germany

    3 publications · 45 citations

    3

    h-index

  3. AF
    Aidin Ferdowsi

    Virginia Tech, United States

    3 publications · 234 citations

    3

    h-index

  4. MB
    Matthieu Boujonnier

    Schneider Electric (Germany), Germany

    3 publications · 45 citations

    3

    h-index

  5. YL
    Yu‐Hsiu Lin

    National Taipei University of Technology, Taiwan

    3 publications · 241 citations

    3

    h-index

1–5 of 244

Institutions

90

  1. National Taipei University of Technology

    Taipei, Taiwan

    3 h-index

    3 publications

    227 citations

  2. Schneider Electric (Germany)

    Marktheidenfeld, Germany

    3 h-index

    12 publications

    180 citations

  3. University of New Brunswick

    Fredericton, Canada

    2 h-index

    5 publications

    261 citations

  4. Southern Taiwan University of Science and Technology

    Tainan City, Taiwan

    2 h-index

    5 publications

    765 citations

  5. Microsoft (United States)

    Redmond, United States

    2 h-index

    8 publications

    378 citations

  6. Georgia Institute of Technology

    Atlanta, United States

    2 h-index

    11 publications

    411 citations

  7. University of Chicago

    Chicago, United States

    2 h-index

    8 publications

    169 citations

  8. Institute of Communication and Computer Systems

    Zografos, Greece

    2 h-index

    5 publications

    130 citations

1–8 of 90

Venues

  1. IEEE Access

    3 publications · 134 citations

    3

    h-index

  2. Sensors

    2 publications · 200 citations

    2

    h-index

  3. arXiv (Cornell University)

    Repository · 2 publications · 40 citations

    2

    h-index

  4. IT Professional

    1 publications · 23 citations

    1

    h-index

  5. 2021 IEEE Globecom Workshops (GC Wkshps)

    Conference · 1 publications · 13 citations

    1

    h-index

1–5