Concepedia

Streaming Analytics

Streaming Analytics is a computational paradigm within edge analytics that enables real-time processing and analysis of continuous, high-velocity data streams at or near the data source, distinguished by its capacity to perform low-latency, in-motion analytics as opposed to batch or stored-data analysis.

206

Publications

9.4K

Citations

709

Authors

299

Institutions

Publications per year

2017–2026

109

Variants

Stream Analytics

Parents

Publications

206

Streaming-data algorithms for high-quality clustering

Liadan O'Callaghan, Nita Mishra, Adam Meyerson et al. · 2003 · 579 citations

, , +17

Live video analytics at scale with approximation and delay-tolerance

Haoyu Zhang, Ganesh Ananthanarayanan, Peter Bodík et al. · Networked Systems Design and Implementation · 2017 · 273 citations

, , +16

Streaming Big Data Processing in Datacenter Clouds

Rajiv Ranjan · IEEE Cloud Computing · 2014 · 233 citations

, , +17

AWStream

Ben Zhang, Xin Jin, Sylvia Ratnasamy et al. · 2018 · 219 citations

, , +15

STINGER: High performance data structure for streaming graphs

David Ediger, Rob McColl, Jason Riedy et al. · 2012 · 213 citations

, , +15

1–5 of 206

Authors

709

  1. DA
    David A. Bader

    Georgia Institute of Technology, United States

    5 publications · 376 citations

    5

    h-index

  2. AC
    Abhishek Chandra

    University of Minnesota, United States

    4 publications · 167 citations

    4

    h-index

  3. AB
    Albert Bifet

    University of Waikato, New Zealand

    4 publications · 266 citations

    4

    h-index

  4. JR
    Jason Riedy

    Georgia Institute of Technology, United States

    4 publications · 361 citations

    4

    h-index

  5. DE
    David Ediger

    Georgia Institute of Technology, United States

    4 publications · 361 citations

    4

    h-index

1–5 of 709

Institutions

299

  1. Georgia Institute of Technology

    Atlanta, United States

    8 h-index

    23 publications

    1.8K citations

  2. IBM (United States)

    Armonk, United States

    5 h-index

    21 publications

    1.1K citations

  3. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    5 h-index

    19 publications

    3.1K citations

  4. Princeton University

    Princeton, United States

    5 h-index

    11 publications

    1.4K citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    7 publications

    495 citations

  6. Twitter (United States)

    San Francisco, United States

    4 h-index

    14 publications

    469 citations

  7. Microsoft (United States)

    Redmond, United States

    4 h-index

    9 publications

    308 citations

  8. Intel (United States)

    Santa Clara, United States

    4 h-index

    5 publications

    225 citations

1–8 of 299

Venues

  1. Proceedings of the VLDB Endowment

    PVLDB · 11 publications · 741 citations

    11

    h-index

  2. IEEE Access

    6 publications · 397 citations

    6

    h-index

  3. IEEE Transactions on Parallel and Distributed Systems

    TPDS · 3 publications · 65 citations

    3

    h-index

  4. IEEE Transactions on Cloud Computing

    3 publications · 110 citations

    3

    h-index

  5. Journal Of Big Data

    2 publications · 134 citations

    2

    h-index

1–5