Concepedia

Data Lakes

Data Lakes is a centralized, scalable storage repository that distinguishes itself from traditional data stores by retaining raw, unstructured, and structured data in its native formats until needed for processing and analysis.

140

Publications

6.5K

Citations

443

Authors

178

Institutions

Publications per year

2017–2026

117

Parents

Children

Publications

140

Data lake management

Fatemeh Nargesian, Erkang Zhu, Renée J. Miller et al. · Proceedings of the VLDB Endowment · 2019 · 236 citations

, , +17

Big Data, Fast Data and Data Lake Concepts

Nаtalia Miloslavskaya, Alexander Tolstoy · Procedia Computer Science · 2016 · 230 citations · Full text

, , +8

A Global Manufacturing Big Data Ecosystem for Fault Detection in Predictive Maintenance

Wenjin Yu, Tharam S. Dillon, Fahed Mostafa et al. · IEEE Transactions on Industrial Informatics · 2019 · 223 citations

, , +17

Delta lake

Michael Armbrust, Tathagata Das, Liwen Sun et al. · Proceedings of the VLDB Endowment · 2020 · 214 citations · Full text

, , +17

Constance

Rihan Hai, Sandra Geisler, Christoph Quix · 2016 · 211 citations

, , +17

1–5 of 140

Authors

443

  1. RJ
    Renée J. Miller

    University of Toronto, Canada

    8 publications · 616 citations

    8

    h-index

  2. CQ
    Christoph Quix

    RWTH Aachen University, Germany

    6 publications · 452 citations

    6

    h-index

  3. RH
    Rihan Hai

    RWTH Aachen University, Germany

    5 publications · 423 citations

    5

    h-index

  4. EZ
    Erkang Zhu

    University of Toronto, Canada

    4 publications · 432 citations

    4

    h-index

  5. KC
    Kyle Chard

    University of Chicago, United States

    4 publications · 72 citations

    4

    h-index

1–5 of 443

Institutions

178

  1. RWTH Aachen University

    Aachen, Germany

    7 h-index

    15 publications

    986 citations

  2. Northeastern University

    Boston, United States

    6 h-index

    17 publications

    873 citations

  3. University of Chicago

    Chicago, United States

    6 h-index

    21 publications

    396 citations

  4. Fraunhofer Institute for Applied Information Technology

    Sankt Augustin, Germany

    4 h-index

    5 publications

    499 citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    9 publications

    204 citations

  6. University of Toronto

    Toronto, Canada

    4 h-index

    7 publications

    895 citations

  7. Université Claude Bernard Lyon 1

    Villeurbanne, France

    3 h-index

    8 publications

    575 citations

  8. University of Stuttgart

    Stuttgart, Germany

    3 h-index

    11 publications

    307 citations

1–8 of 178

Venues

  1. Proceedings of the VLDB Endowment

    PVLDB · 12 publications · 826 citations

    12

    h-index

  2. Procedia Computer Science

    4 publications · 406 citations

    5

    h-index

  3. EPJ Web of Conferences

    4 publications · 70 citations

    4

    h-index

  4. 3

    h-index

  5. 2021 IEEE International Conference on Big Data (Big Data)

    Conference · 3 publications · 80 citations

    3

    h-index

1–5