Concepedia

Data Lake Analytics

Data Lake Analytics is a computational framework that enables the processing, exploration, and extraction of actionable insights from heterogeneous, large-scale datasets stored in a data lake by integrating scalable storage, flexible schema-on-read approaches, and advanced analytical techniques.

27

Publications

1.7K

Citations

87

Authors

36

Institutions

Publications per year

2017–2026

22

Parents

Publications

27

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

An Overview of Data Warehouse and Data Lake in Modern Enterprise Data Management

Athira Nambiar, Divyansh Mundra · Big Data and Cognitive Computing · 2022 · 164 citations · Full text

, , +15

Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics.

Matei Zaharia, Ali Ghodsi, Reynold Xin et al. · Conference on Innovative Data Systems Research · 2021 · 123 citations

, , +13

Dataset Discovery in Data Lakes

2020 · 110 citations · Full text

, , +15

1–5 of 27

Authors

87

  1. BM
    Bożena Małysiak-Mrozek

    Silesian University of Technology, Poland

    2 publications · 62 citations

    2

    h-index

  2. BB
    Boualem Benatallah

    UNSW Sydney, Australia

    2 publications · 162 citations

    2

    h-index

  3. DM
    Dariusz Mrozek

    Silesian University of Technology, Poland

    2 publications · 62 citations

    2

    h-index

  4. RJ
    Renée J. Miller

    University of Toronto, Canada

    2 publications · 259 citations

    2

    h-index

  5. AB
    Amin Beheshti

    Macquarie University, Australia

    2 publications · 162 citations

    2

    h-index

1–5 of 87

Institutions

36

  1. BT Research

    Ipswich, United Kingdom

    2 h-index

    6 publications

    93 citations

  2. Silesian University of Technology

    Gliwice, Poland

    2 h-index

    6 publications

    186 citations

  3. UNSW Sydney

    Sydney, Australia

    2 h-index

    9 publications

    711 citations

  4. Yale University

    New Haven, United States

    1 h-index

    6 publications

    606 citations

  5. Microsoft (United States)

    Redmond, United States

    1 h-index

    7 publications

    140 citations

  6. University of Manchester

    Manchester, United Kingdom

    1 h-index

    4 publications

    440 citations

  7. Patna University

    Patna, India

    1 h-index

    1 publications

    22 citations

  8. Google (United States)

    Mountain View, United States

    1 h-index

    1 publications

    123 citations

1–8 of 36

Venues

  1. Proceedings of the VLDB Endowment

    PVLDB · 3 publications · 338 citations

    3

    h-index

  2. Molecules

    1 publications · 14 citations

    1

    h-index

  3. International Conference on Management of Data

    Conference · 1 publications · 20 citations

    1

    h-index

  4. MATEC Web of Conferences

    1 publications · 18 citations

    1

    h-index

  5. Conference on Innovative Data Systems Research

    Conference · 1 publications · 123 citations

    1

    h-index

1–5