Concepedia

Approximate Aggregation

Approximate Aggregation is a data aggregation method that belongs to the class of estimation techniques designed to efficiently compute aggregate query results, distinguished by its deliberate trade-off of precision for reduced computational cost, memory usage, or response time through the use of statistical summaries, sampling, or sketching algorithms.

116

Publications

8.3K

Citations

246

Authors

122

Institutions

Publications per year

2017–2026

18

Parents

Publications

116

Approximate aggregation techniques for sensor databases

Jeffrey Considine, Fanrong Li, George Kollios et al. · 2004 · 564 citations

, , +17

Medians and beyond

Nisheeth Shrivastava, Chiranjeeb Buragohain, Divyakant Agrawal et al. · 2004 · 487 citations

, , +17

Approximate computation of multidimensional aggregates of sparse data using wavelets

Jeffrey Scott Vitter, Min Wang · ACM SIGMOD Record · 1999 · 347 citations

, , +13

Processing complex aggregate queries over data streams

Alin Dobra, Minos Garofalakis, Johannes Gehrke et al. · 2002 · 324 citations

, , +15

Dynamic sample selection for approximate query processing

Brian Babcock, Surajit Chaudhuri, Gautam Das · 2003 · 259 citations

, , +12

1–5 of 116

Authors

246

  1. SC
    Surajit Chaudhuri

    Microsoft (United States), United States

    7 publications · 889 citations

    7

    h-index

  2. SC
    Siyao Cheng

    Harbin Institute of Technology, China

    7 publications · 534 citations

    7

    h-index

  3. GD
    Gautam Das

    The University of Texas at Arlington, United States

    7 publications · 841 citations

    7

    h-index

  4. RB
    Rafael Bravo de la Parra

    Universidad de Alcalá, Spain

    6 publications · 136 citations

    6

    h-index

  5. GK
    George Kollios

    Boston University, United States

    5 publications · 908 citations

    5

    h-index

1–5 of 246

Institutions

122

  1. AT&T (United States)

    Bedminster, United States

    9 h-index

    17 publications

    743 citations

  2. Harbin Institute of Technology

    Harbin, China

    8 h-index

    14 publications

    877 citations

  3. Universidad de Alcalá

    Alcalá de Henares, Spain

    6 h-index

    8 publications

    164 citations

  4. Georgia State University

    Atlanta, United States

    5 h-index

    11 publications

    880 citations

  5. Microsoft (United States)

    Redmond, United States

    5 h-index

    14 publications

    1.8K citations

  6. Tsinghua University

    Beijing, China

    4 h-index

    9 publications

    493 citations

  7. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    4 h-index

    11 publications

    1.3K citations

  8. Cornell University

    Ithaca, United States

    4 h-index

    11 publications

    1.1K citations

1–8 of 122

Venues

  1. Proceedings of the VLDB Endowment

    PVLDB · 8 publications · 370 citations

    7

    h-index

  2. ACM SIGMOD Record

    6 publications · 909 citations

    6

    h-index

  3. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 4 publications · 122 citations

    4

    h-index

  4. ACM Transactions on Database Systems

    TODS · 3 publications · 322 citations

    3

    h-index

  5. Data Science and Engineering

    2 publications · 141 citations

    2

    h-index

1–5