Concepedia

Profiling Of Big Data

Profiling of Big Data is a systematic analytical process that characterizes the structural, syntactic, and semantic properties of large-scale, heterogeneous datasets to assess data quality, discover metadata, and identify patterns, anomalies, or inconsistencies inherent in big data environments.

59

Publications

4.3K

Citations

171

Authors

93

Institutions

Publications per year

2017–2026

25

Parents

Publications

59

Big data and its technical challenges

H. V. Jagadish, Johannes Gehrke, Alexandros Labrinidis et al. · Communications of the ACM · 2014 · 1K citations

, , +17

Big data: Dimensions, evolution, impacts, and challenges

In Lee · Business Horizons · 2017 · 543 citations

, , +12

Profiling, what-if analysis, and cost-based optimization of MapReduce programs

Herodotos Herodotou, Shivnath Babu · Proceedings of the VLDB Endowment · 2011 · 370 citations

, , +14

Utilizing big data analytics for information systems research: challenges, promises and guidelines

Oliver Müller, Iris Junglas, Jan vom Brocke et al. · European Journal of Information Systems · 2016 · 278 citations · Full text

, , +14

Towards felicitous decision making: An overview on challenges and trends of Big Data

Hai Wang, Zeshui Xu, Hamido Fujita et al. · Information Sciences · 2016 · 264 citations

, , +14

1–5 of 59

Authors

171

  1. SB
    Shivnath Babu

    Duke University, United States

    3 publications · 394 citations

    3

    h-index

  2. FN
    Felix Naumann

    Hasso Plattner Institute, Germany

    3 publications · 121 citations

    3

    h-index

  3. JZ
    Jianfeng Zhan

    Chinese Academy of Sciences, China

    2 publications · 103 citations

    2

    h-index

  4. AA
    Ashraf Aboulnaga

    University of Waterloo, Canada

    2 publications · 24 citations

    2

    h-index

  5. ZS
    Zhaohao Sun

    Papua New Guinea University of Technology, Papua New Guinea

    2 publications · 74 citations

    2

    h-index

1–5 of 171

Institutions

93

  1. Duke University

    Durham, United States

    4 h-index

    5 publications

    788 citations

  2. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    20 publications

    1K citations

  3. Hasso Plattner Institute

    Potsdam, Germany

    3 h-index

    8 publications

    418 citations

  4. University of Waterloo

    Waterloo, Canada

    3 h-index

    3 publications

    56 citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    3 h-index

    5 publications

    229 citations

  6. University of Potsdam

    Potsdam, Germany

    2 h-index

    3 publications

    31 citations

  7. Qatar Cardiovascular Research Center

    Doha, Qatar

    2 h-index

    2 publications

    110 citations

  8. Chalmers University of Technology

    Gothenburg, Sweden

    2 h-index

    2 publications

    121 citations

1–8 of 93

Venues

  1. Proceedings of the VLDB Endowment

    PVLDB · 3 publications · 483 citations

    3

    h-index

  2. SSRN Electronic Journal

    Repository · 2 publications · 134 citations

    2

    h-index

  3. Neurocomputing

    1 publications · 22 citations

    1

    h-index

  4. RepositóriUM (Universidade do Minho)

    Repository · 1 publications · 24 citations

    1

    h-index

  5. Journal of Computer Information Systems

    1 publications · 50 citations

    1

    h-index

1–5