Pipeline-centric provenance model

11 years 8 months ago
Pipeline-centric provenance model
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. General Terms Documentation, Performance Keywords Provenance, computational workflows, reproducibility, storage
Paul T. Groth, Ewa Deelman, Gideon Juve, Gaurang M
Added 19 May 2010
Updated 19 May 2010
Type Conference
Year 2009
Where SC
Authors Paul T. Groth, Ewa Deelman, Gideon Juve, Gaurang Mehta, G. Bruce Berriman
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