Concepedia

Quantile Summaries

Quantile Summaries is a data summarization method that provides approximate quantile information of a dataset by compactly representing the distribution of values to enable efficient computation of order statistics within bounded error guarantees.

22

Publications

1.8K

Citations

49

Authors

35

Institutions

Publications per year

2017–2026

8

Parents

Publications

22

Space-efficient online computation of quantile summaries

Michael B. Greenwald, Sanjeev Khanna · 2001 · 456 citations

, , +14

Holistic aggregates in a networked world

Graham Cormode, Minos Garofalakis, S. Muthukrishnan et al. · 2005 · 216 citations

, , +17

Space-efficient online computation of quantile summaries

Michael B. Greenwald, Sanjeev Khanna · ACM SIGMOD Record · 2001 · 162 citations

, , +14

Robust analogs to the coefficient of variation

Journal of Applied Statistics · 2020 · 160 citations · Full text

, , +16

Mergeable summaries

Pankaj K. Agarwal, Graham Cormode, Zengfeng Huang et al. · ACM Transactions on Database Systems · 2013 · 132 citations

, , +13

1–5 of 22

Authors

49

  1. GC
    Graham Cormode

    AT&T (United States), United States

    5 publications · 572 citations

    5

    h-index

  2. KY
    Ke Yi

    Hong Kong University of Science and Technology, Hong Kong SAR China

    3 publications · 245 citations

    3

    h-index

  3. XL
    Xuemin Lin

    UNSW Sydney, Australia

    3 publications · 111 citations

    3

    h-index

  4. ZW
    Zhewei Wei

    Renmin University of China, China

    3 publications · 245 citations

    3

    h-index

  5. WW
    Wei Wang

    University of California, Los Angeles, United States

    3 publications · 75 citations

    3

    h-index

1–5 of 49

Institutions

35

  1. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    5 h-index

    8 publications

    558 citations

  2. UNSW Sydney

    Sydney, Australia

    3 h-index

    9 publications

    264 citations

  3. AT&T (United States)

    Bedminster, United States

    3 h-index

    5 publications

    345 citations

  4. Bell (Canada)

    Montreal, Canada

    2 h-index

    4 publications

    722 citations

  5. University of Pennsylvania

    Philadelphia, United States

    2 h-index

    4 publications

    1.2K citations

  6. Duke University

    Durham, United States

    2 h-index

    2 publications

    235 citations

  7. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    2 h-index

    2 publications

    97 citations

  8. Rutgers, The State University of New Jersey

    New Brunswick, United States

    2 h-index

    2 publications

    263 citations

1–8 of 35

Venues

  1. Proceedings of the VLDB Endowment

    PVLDB · 3 publications · 130 citations

    2

    h-index

  2. International Conference on Scientific and Statistical Database Management

    SSDBM · Conference · 1 publications · 46 citations

    1

    h-index

  3. SoftwareX

    1 publications · 13 citations

    1

    h-index

  4. International Journal of Finance & Economics

    IJFE · 1 publications · 16 citations

    1

    h-index

  5. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 1 publications · 14 citations

    1

    h-index

1–5