Concepedia

Distributed Edge Analytics

Distributed Edge Analytics is a computational framework that enables localized data processing and real-time analytical inference across geographically dispersed edge nodes in a cloud edge network, distinguishing itself from centralized analytics by minimizing latency, reducing bandwidth consumption, and preserving data locality through distributed computation and coordination.

5

Publications

100

Citations

18

Authors

6

Institutions

Publications per year

2017–2026

5

Parents

Publications

5

Energy efficient distributed analytics at the edge of the network for IoT environments

Lorenzo Valerio, Marco Conti, Andrea Passarella · Pervasive and Mobile Computing · 2018 · 32 citations · Full text

, , +14

Harnessing the Computing Continuum for Urgent Science

Daniel Balouek‐Thomert, Iván Rodero, Manish Parashar · ACM SIGMETRICS Performance Evaluation Review · 2020 · 25 citations

, , +17

Asset Monitoring using Smart Sensing and Advanced Analytics for the Distribution Network

Shreyas Kulkarni, Kavya Ashok, Frank Lambert et al. · 2019 · 17 citations · Full text

, , +17

Managed edge computing on Internet-of-Things devices for smart city applications

Yu-Chen Hsieh, Hua-Jun Hong, Pei-Hsuan Tsai et al. · 2018 · 16 citations

, , +17

Data collection of multi-player cooperative game based on edge computing in mobile crowd sensing

Yanming Fu, Xian Zhang, Xiaoqiong Qin et al. · Computer Networks · 2023 · 13 citations

, , +17

1–5 of 5

Authors

18

  1. LV
    Lorenzo Valerio

    Institute of Informatics and Telematics, Italy

    1 publications · 32 citations

    1

    h-index

  2. DD
    Deepak Divan

    Georgia Institute of Technology, United States

    1 publications · 17 citations

    1

    h-index

  3. DB
    Daniel Balouek‐Thomert

    Rutgers, The State University of New Jersey, United States

    1 publications · 25 citations

    1

    h-index

  4. QZ
    Qiuxi Zhu

    University of California, Irvine, United States

    1 publications · 16 citations

    1

    h-index

  5. KA
    Kavya Ashok

    Georgia Institute of Technology, United States

    1 publications · 17 citations

    1

    h-index

1–5 of 18

Institutions

6

  1. Institute of Informatics and Telematics

    Pisa, Italy

    1 h-index

    3 publications

    96 citations

  2. Georgia Institute of Technology

    Atlanta, United States

    1 h-index

    4 publications

    68 citations

  3. National Tsing Hua University

    Hsinchu, Taiwan

    1 h-index

    5 publications

    80 citations

  4. University of California, Irvine

    Irvine, United States

    1 h-index

    3 publications

    48 citations

  5. National Research Council

    Rome, Italy

    1 h-index

    3 publications

    96 citations

  6. Rutgers Sexual and Reproductive Health and Rights

    Utrecht, Netherlands

    1 h-index

    3 publications

    75 citations

  7. Guangxi University

    Nanning, China

    1 publications

    13 citations

  8. Shri Vile Parle Kelavani Mandal

    Mumbai, India

    1 publications

    12 citations

1–8 of 6

Venues

  1. ACM SIGMETRICS Performance Evaluation Review

    PER · 1 publications · 25 citations

    1

    h-index

  2. Pervasive and Mobile Computing

    1 publications · 32 citations

    1

    h-index

  3. Computer Networks

    1 publications · 13 citations

1–4