Tackling the provenance challenge one layer at a time

Carlos Scheidegger, David Koop, Emanuele Santos, Huy Vo, Steven Callahan, Juliana Freire, Cláudio Silva

Research output: Contribution to journalArticle

72 Scopus citations

Abstract

VisTrails is a new workflow and provenance management system that provides support for scientific data exploration and visualization. Whereas workflows have been traditionally used to automate repetitive tasks, for applications that are exploratory in nature, change is the norm. VisTrails uses a new change-based provenance mechanism, which was designed to handle rapidly evolving workflows. It uniformly and automatically captures provenance information for data products and for the evolution of the workflows used to generate these products. In this paper, we describe how the VisTrails provenance data are organized in layers and present a first approach for querying this data that we developed to tackle the Provenance Challenge queries.

Original languageEnglish (US)
Pages (from-to)473-483
Number of pages11
JournalConcurrency Computation Practice and Experience
Volume20
Issue number5
DOIs
StatePublished - Apr 10 2008
Externally publishedYes

Keywords

  • Provenance
  • Visualization
  • Workflow evolution

ASJC Scopus subject areas

  • Software
  • Theoretical Computer Science
  • Computer Science Applications
  • Computer Networks and Communications
  • Computational Theory and Mathematics

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  • Cite this

    Scheidegger, C., Koop, D., Santos, E., Vo, H., Callahan, S., Freire, J., & Silva, C. (2008). Tackling the provenance challenge one layer at a time. Concurrency Computation Practice and Experience, 20(5), 473-483. https://doi.org/10.1002/cpe.1237