A Pipeline-centric provenance model

Autor: Groth, P.T., Deelman, E, Juve, G, Mehta, G, Berriman, G.B., Taylor, I
Přispěvatelé: Artificial intelligence, Network Institute, Knowledge Representation and Reasoning
Jazyk: angličtina
Rok vydání: 2009
Předmět:
Zdroj: Proceedings of the 4th Workshop on Workflows in Support of Large-Scale Science, WORKS 2009
Popis: 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 of the approach when applied to an astronomy application.
Databáze: OpenAIRE