Concepedia

Approximate Stream Processing

Approximate Stream Processing is a stream processing paradigm that trades exactness for efficiency by leveraging approximation techniques to deliver timely, in-memory analysis of high-velocity data streams under resource constraints.

34

Publications

2.3K

Citations

107

Authors

61

Institutions

Publications per year

2017–2026

8

Parents

Publications

34

Query Processing, Approximation, and Resource Management in a Data Stream Management System.

Rajeev Motwani, Jennifer Widom, Arvind Arasu et al. · 2003 · 413 citations

, , +16

Query Processing, Resource Management, and Approximation ina Data Stream Management System

Rajeev Motwani, Jennifer Widom, Arvind Arasu et al. · 2002 · 340 citations

, , +17

Approximate join processing over data streams

Abhinandan Das, Johannes Gehrke, Mirek Riedewald · 2003 · 277 citations

, , +17

Cold Filter

Yang Zhou, Tong Yang, Jie Jiang et al. · 2018 · 150 citations

, , +10

Finding hierarchical heavy hitters in streaming data

Graham Cormode, Flip Korn, S. Muthukrishnan et al. · ACM Transactions on Knowledge Discovery from Data · 2008 · 92 citations

, , +13

1–5 of 34

Authors

107

  1. SM
    S. Muthukrishnan

    AT&T (United States), United States

    2 publications · 175 citations

    2

    h-index

  2. RC
    Ruichuan Chen

    Max Planck Institute for Software Systems, Germany

    2 publications · 136 citations

    2

    h-index

  3. TY
    Tong Yang

    Peking University, China

    2 publications · 212 citations

    2

    h-index

  4. JW
    Jennifer Widom

    Stanford University, United States

    2 publications · 753 citations

    2

    h-index

  5. WW
    Wei Wang

    University of California, Los Angeles, United States

    2 publications · 61 citations

    2

    h-index

1–5 of 107

Institutions

61

  1. AT&T (United States)

    Bedminster, United States

    3 h-index

    5 publications

    371 citations

  2. Cornell University

    Ithaca, United States

    2 h-index

    6 publications

    1K citations

  3. Technische Universität Dresden

    Dresden, Germany

    2 h-index

    4 publications

    266 citations

  4. Peking University

    Beijing, China

    2 h-index

    9 publications

    998 citations

  5. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    2 h-index

    3 publications

    74 citations

  6. Rutgers, The State University of New Jersey

    New Brunswick, United States

    2 h-index

    3 publications

    258 citations

  7. University of Edinburgh

    Edinburgh, United Kingdom

    2 h-index

    4 publications

    278 citations

  8. University of Massachusetts Amherst

    Amherst Center, United States

    2 h-index

    4 publications

    211 citations

1–8 of 61

Venues

  1. Proceedings of the VLDB Endowment

    PVLDB · 2 publications · 92 citations

    2

    h-index

  2. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 1 publications · 14 citations

    1

    h-index

  3. Discrete Mathematics & Theoretical Computer Science

    DMTCS · 1 publications · 12 citations

    1

    h-index

  4. DROPS (Schloss Dagstuhl – Leibniz Center for Informatics)

    Repository · 1 publications · 17 citations

    1

    h-index

  5. Intelligent Data Analysis

    IDA · 1 publications · 25 citations

    1

    h-index

1–5