Concepedia

Stream Processing

Stream Processing is a data processing paradigm within data engineering and big data analytics that involves the continuous, real-time computation and analysis of unbounded data streams as they are generated, distinguishing it from batch processing by its low-latency, event-driven execution model.

7.1K

Publications

361.9K

Citations

16K

Authors

2.6K

Institutions

Publications per year

2017–2026

2.3K

Variants

Stream Data Processing

Parents

Children

Publications

7.1K

YOLOX: Exceeding YOLO Series in 2021

Zheng Ge, Songtao Liu, Feng Wang et al. · arXiv (Cornell University) · 2021 · 3K citations · Full text

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Models and issues in data stream systems

Brian Babcock, Shivnath Babu, Mayur Datar et al. · 2002 · 2.5K citations

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Apache Spark

Matei Zaharia, Reynold Xin, Patrick Wendell et al. · Communications of the ACM · 2016 · 2.3K citations

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An improved data stream summary: the count-min sketch and its applications

Graham Cormode, S. Muthukrishnan · Journal of Algorithms · 2004 · 2.2K citations

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Mining high-speed data streams

Pedro Domingos, Geoff Hulten · 2000 · 2.2K citations · Full text

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1–5 of 7.1K

Authors

16K

  1. PS
    Philip S. Yu

    University of Illinois Chicago, United States

    60 publications · 4K citations

    35

    h-index

  2. GC
    Graham Cormode

    AT&T (United States), United States

    38 publications · 5.6K citations

    31

    h-index

  3. AB
    Albert Bifet

    University of Waikato, New Zealand

    47 publications · 4.1K citations

    28

    h-index

  4. JG
    João Gama

    Universidade do Porto, Portugal

    37 publications · 4.3K citations

    25

    h-index

  5. SM
    S. Muthukrishnan

    AT&T (United States), United States

    29 publications · 5.1K citations

    24

    h-index

1–5 of 16K

Institutions

2.6K

  1. Stanford University

    Stanford, United States

    58 h-index

    351 publications

    61.5K citations

  2. AT&T (United States)

    Bedminster, United States

    56 h-index

    239 publications

    21.6K citations

  3. IBM (United States)

    Armonk, United States

    51 h-index

    386 publications

    19.6K citations

  4. University of California, Berkeley

    Berkeley, United States

    48 h-index

    197 publications

    45.1K citations

  5. Georgia Institute of Technology

    Atlanta, United States

    43 h-index

    292 publications

    13.5K citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    41 h-index

    236 publications

    20.1K citations

  7. IBM Research - Thomas J. Watson Research Center

    Yorktown Heights, United States

    38 h-index

    206 publications

    12.4K citations

  8. Tsinghua University

    Beijing, China

    37 h-index

    277 publications

    14.2K citations

1–8 of 2.6K

Venues

  1. Proceedings of the VLDB Endowment

    PVLDB · 139 publications · 9.6K citations

    54

    h-index

  2. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 93 publications · 7K citations

    39

    h-index

  3. IEEE Transactions on Multimedia

    88 publications · 3.9K citations

    36

    h-index

  4. IEEE Transactions on Parallel and Distributed Systems

    TPDS · 58 publications · 2.7K citations

    31

    h-index

  5. Information Sciences

    60 publications · 3.3K citations

    29

    h-index

1–5