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

Dylan Chapp; Danny Rorabaugh; Duncan Brown; Ewa Deelman; Karan Vahi; Von Welch; Michela Taufer

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

Distributed, Parallel, and Cluster Computing 2019-04-11 v1 Instrumentation and Methods for Astrophysics

Authors: Dylan Chapp , Danny Rorabaugh , Duncan Brown , Ewa Deelman , Karan Vahi , Von Welch , Michela Taufer

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 enforce reproducibility by design. In this paper, we assess the model applicability to a set of Laser Interferometer Gravitational-Wave Observatory (LIGO) workflows from literature sources (i.e., published papers). Our work outlines potentials and limits of the model in terms of its abstraction levels and application process.

Keywords

PRIMAD model reproducibility computational experiments LIGO workflows abstract taxonomy applicability study

Cite

@article{arxiv.1904.05211,
  title  = {Applicability study of the PRIMAD model to LIGO gravitational wave search workflows},
  author = {Dylan Chapp and Danny Rorabaugh and Duncan Brown and Ewa Deelman and Karan Vahi and Von Welch and Michela Taufer},
  journal= {arXiv preprint arXiv:1904.05211},
  year   = {2019}
}

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

Abstract

Keywords

Cite

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