Pipeline-centric provenance model

Paul Groth, Ewa Deelman, Gideon Juve, Gaurang Mehta, Bruce Berriman

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

32 Scopus citations

Abstract

In this paper we propose a new provenance model which is tailored to a class of workflow-based applications. We motivate the approach with use cases from the astronomy community. We generalize the class of applications the approach is relevant to and propose a pipeline-centric provenance model. Finally, we evaluate the benefits in terms of storage needed by the approach when applied to an astronomy application.

Original languageEnglish
Title of host publicationProceedings of the 4th Workshop on Workflows in Support of Large-Scale Science, WORKS '09, in Conjunction with SC 2009
DOIs
StatePublished - 2009
Externally publishedYes
Event4th Workshop on Workflows in Support of Large-Scale Science, WORKS '09, in Conjunction with SC 2009 - Portland, OR, United States
Duration: Nov 16 2009Nov 16 2009

Publication series

NameProceedings of the 4th Workshop on Workflows in Support of Large-Scale Science, WORKS '09, in Conjunction with SC 2009

Conference

Conference4th Workshop on Workflows in Support of Large-Scale Science, WORKS '09, in Conjunction with SC 2009
Country/TerritoryUnited States
CityPortland, OR
Period11/16/0911/16/09

Keywords

  • Computational workflows
  • Provenance
  • Reproducibility
  • Storage

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