Applicability study of the PRIMAD model to LIGO gravitational wave search workflows

Dylan Chapp, Danny Rorabaugh, Duncan A. Brown, Ewa Deelman, Karan Vahi, Von Welch, Michela Taufer

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

The PRIMAD model with its six components (i.e., Platform, Research Objective, Implementation, Methods, Actors, and Data) provides an abstract taxonomy to represent computational experiments and promote reproducibility by design. In this paper, we employ a post-hoc assessment of the model applicability to a set of Laser Interferometer Gravitational-Wave Observatory (LIGO) workflows from literature sources (i.e., published papers). Our work outlines potential advantages and limitations of the model in terms of its levels of abstraction and means of application.

Original languageEnglish (US)
Title of host publicationP-RECS 2019 - Proceedings of the 2nd International Workshop on Practical Reproducible Evaluation of Computer Systems, co-located with HPDC 2019
PublisherAssociation for Computing Machinery, Inc
Pages1-6
Number of pages6
ISBN (Electronic)9781450367561
DOIs
StatePublished - Jun 17 2019
Event2nd International Workshop on Practical Reproducible Evaluation of Computer Systems, P-RECS 2019, co-located with HPDC 2019 - Phoenix, United States
Duration: Jun 24 2019 → …

Publication series

NameP-RECS 2019 - Proceedings of the 2nd International Workshop on Practical Reproducible Evaluation of Computer Systems, co-located with HPDC 2019

Conference

Conference2nd International Workshop on Practical Reproducible Evaluation of Computer Systems, P-RECS 2019, co-located with HPDC 2019
CountryUnited States
CityPhoenix
Period6/24/19 → …

Keywords

  • LIGO
  • PRIMAD
  • Reproducibility
  • Workflows

ASJC Scopus subject areas

  • Computational Theory and Mathematics
  • Computer Science Applications
  • Software

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  • Cite this

    Chapp, D., Rorabaugh, D., Brown, D. A., Deelman, E., Vahi, K., Welch, V., & Taufer, M. (2019). Applicability study of the PRIMAD model to LIGO gravitational wave search workflows. In P-RECS 2019 - Proceedings of the 2nd International Workshop on Practical Reproducible Evaluation of Computer Systems, co-located with HPDC 2019 (pp. 1-6). (P-RECS 2019 - Proceedings of the 2nd International Workshop on Practical Reproducible Evaluation of Computer Systems, co-located with HPDC 2019). Association for Computing Machinery, Inc. https://doi.org/10.1145/3322790.3330591