Concepedia

Pipeline Automation

Pipeline Automation is a methodological framework within data engineering that systematically orchestrates, executes, and monitors data pipeline workflows with minimal human intervention by leveraging predefined rules, scheduling mechanisms, and dependency management to ensure consistent, scalable, and reproducible data processing.

39

Publications

2.5K

Citations

151

Authors

70

Institutions

Publications per year

2017–2026

15

Parents

Publications

39

Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science

Randal S. Olson, Nathan Bartley, Ryan J. Urbanowicz et al. · 2016 · 571 citations · Full text

, , +14

Automating the task of tracking the delivery and receipt of fabricated pipe spools in industrial projects

Jongchul Song, Carl T. Haas, Carlos Caldas et al. · Automation in Construction · 2005 · 271 citations

, , +12

<i>MrBUMP</i>: an automated pipeline for molecular replacement

Ronan M. Keegan, Martyn Winn · Acta Crystallographica Section D Biological Crystallography · 2007 · 185 citations · Full text

, , +11

Automated search-model discovery and preparation for structure solution by molecular replacement

Ronan M. Keegan, Martyn Winn · Acta Crystallographica Section D Biological Crystallography · 2007 · 160 citations

, , +13

Automated data processing and feature engineering for deep learning and big data applications: A survey

Alhassan Mumuni, Fuseini Mumuni · Journal of Information and Intelligence · 2024 · 134 citations · Full text

, , +16

1–5 of 39

Authors

151

  1. RJ
    Ryan J. Urbanowicz

    University of Pennsylvania, United States

    3 publications · 631 citations

    3

    h-index

  2. JH
    Jason H. Moore

    Dartmouth College, United States

    3 publications · 631 citations

    3

    h-index

  3. RS
    Randal S. Olson

    University of Pennsylvania, United States

    3 publications · 631 citations

    3

    h-index

  4. DE
    David E. Goldberg

    University of Illinois Urbana-Champaign, United States

    2 publications · 82 citations

    2

    h-index

  5. MW
    Martyn Winn

    Daresbury Laboratory, United Kingdom

    2 publications · 345 citations

    2

    h-index

1–5 of 151

Institutions

70

  1. University of Chicago

    Chicago, United States

    4 h-index

    6 publications

    679 citations

  2. University of Pennsylvania

    Philadelphia, United States

    3 h-index

    10 publications

    1.9K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    4 publications

    596 citations

  4. California University of Pennsylvania

    California, United States

    2 h-index

    5 publications

    164 citations

  5. Harvard University

    Cambridge, United States

    2 h-index

    9 publications

    132 citations

  6. The University of Tokyo

    Tokyo, Japan

    2 h-index

    3 publications

    57 citations

  7. Daresbury Laboratory

    Daresbury, United Kingdom

    2 h-index

    4 publications

    690 citations

  8. China University of Petroleum, Beijing

    Beijing, China

    2 h-index

    7 publications

    142 citations

1–8 of 70

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 60 citations

    2

    h-index

  2. Bioinformatics

    2 publications · 75 citations

    2

    h-index

  3. Engineering With Computers

    2 publications · 82 citations

    2

    h-index

  4. 2

    h-index

  5. Current Bioinformatics

    1 publications · 21 citations

    1

    h-index

1–5