Concepedia

Distributed Analytics

Distributed Analytics is a computational paradigm within edge analytics that performs data analysis across multiple decentralized nodes or devices, distinguished by its ability to process and derive insights locally at the network edge while coordinating results without centralized data aggregation.

60

Publications

3.4K

Citations

232

Authors

101

Institutions

Publications per year

2017–2026

37

Parents

Publications

60

Review of Internet of Things (IoT) in Electric Power and Energy Systems

Guneet Bedi, Ganesh K. Venayagamoorthy, Rajendra Singh et al. · IEEE Internet of Things Journal · 2018 · 740 citations

, , +17

Arabesque

Carlos H. C. Teixeira, Alexandre J. Fonseca, Marco Serafini et al. · 2015 · 229 citations

, , +17

FAST: A fog computing assisted distributed analytics system to monitor fall for stroke mitigation

Yu Cao, Songqing Chen, Peng Hou et al. · 2015 · 193 citations

, , +13

2016 IEEE International Conference on Data Science and Advanced Analytics

IEEE Computational Intelligence Magazine · 2016 · 191 citations

, , +15

Fast and Interactive Analytics over Hadoop Data with Spark

Michael J. Franklin, Thomas Siebel, Ma T Ei Zaharia et al. · login Usenix Mag. · 2012 · 162 citations

, , +17

1–5 of 60

Authors

232

  1. MS
    Marc Snir

    University of Illinois Urbana-Champaign, United States

    2 publications · 50 citations

    2

    h-index

  2. HD
    Hoang-Vu Dang

    University of Illinois Urbana-Champaign, United States

    2 publications · 50 citations

    2

    h-index

  3. LH
    Loc Hoang

    The University of Texas at Austin, United States

    2 publications · 50 citations

    2

    h-index

  4. MJ
    Martin Junghanns

    Center for Scalable Data Analytics and Artificial Intelligence, Germany

    2 publications · 60 citations

    2

    h-index

  5. ZB
    Zhifeng Bao

    RMIT University, Australia

    2 publications · 133 citations

    2

    h-index

1–5 of 232

Institutions

101

  1. RMIT University

    Melbourne, Australia

    3 h-index

    3 publications

    182 citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    3 h-index

    7 publications

    208 citations

  3. University of Thessaly

    Volos, Greece

    2 h-index

    3 publications

    69 citations

  4. Microsoft (United States)

    Redmond, United States

    2 h-index

    7 publications

    269 citations

  5. The University of Texas at Austin

    Austin, United States

    2 h-index

    10 publications

    250 citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    2 h-index

    3 publications

    64 citations

  7. National Tsing Hua University

    Hsinchu, Taiwan

    2 h-index

    9 publications

    256 citations

  8. Yale University

    New Haven, United States

    2 h-index

    5 publications

    73 citations

1–8 of 101

Venues

  1. IEEE Access

    2 publications · 64 citations

    2

    h-index

  2. Proceedings of the VLDB Endowment

    PVLDB · 2 publications · 39 citations

    2

    h-index

  3. IEEE Internet of Things Journal

    2 publications · 769 citations

    2

    h-index

  4. 1

    h-index

  5. IEEE Transactions on Cloud Computing

    1 publications · 25 citations

    1

    h-index

1–5