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Experiencing PROV-Wf for Provenance Interoperability in SWfMSs

Published: 09 June 2014 Publication History

Abstract

Analyzing disperse and heterogeneous provenance data usually requires using higher-level tools which scientists need to learn. In our view, scientists should be able to analyze provenance in the SWfMS of their choice. In this paper, we propose Géfyra, an architecture based on the PROV-Wf model, which provides a way to capture heterogeneous provenance data from different SWfMSs into a single format. Géfyra exports and imports provenance data to/from different SWfMSs, allowing scientists to use the system of their choice.

References

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Marinho, A., Murta, L., Werner, C., Braganholo, V., da Cruz, S.M.S., Ogasawara, E., Mattoso, M.: ProvManager: a provenance management system for scientific workflows. Concurr. Comput. Pract. Exp. 24, 1513---1530 2012
[2]
Altintas, I., Anand, M.K., Crawl, D., Bowers, S., Belloum, A., Missier, P., Ludäscher, B., Goble, C.A., Sloot, P.M.: Understanding collaborative studies through interoperable workflow provenance. In: McGuinness, D.L., Michaelis, J.R., Moreau, L. eds. IPAW 2010. LNCS, vol. 6378, pp. 42---58. Springer, Heidelberg 2010
[3]
Ellqvist, T., Koop, D., Freire, J., Silva, C., Stromback, L.: Using mediation to achieve provenance interoperability. In: 2009 World Conference on Services --- I, pp. 291---298 2009
[4]
Costa, F., Silva, V., de Oliveira, D., Ocaña, K., Ogasawara, E., Dias, J., Mattoso, M.: Capturing and querying workflow runtime provenance with PROV: a practical approach. In: Joint EDBT/ICDT 2013 Workshops, pp. 282---289. ACM, New York 2013
[5]
Moreau, L.: PROV-XML: The PROV XML Schema. http://www.w3.org/TR/prov-xml/
[6]
Ocaña, K.A., de Oliveira, D., Ogasawara, E., Dávila, A.M., Lima, A.A., Mattoso, M.: SciPhy: A cloud-based workflow for phylogenetic analysis of drug targets in protozoan genomes. In: Norberto de Souza, O., Telles, G.P., Palakal, M. eds. BSB 2011. LNCS, vol. 6832, pp. 66---70. Springer, Heidelberg 2011
[7]
Moreau, L., Ludäscher, B. et al.: Special issue: The first provenance challenge. Concurr. Comput. Pract. Exp. 20, 409---418 2008

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Information

Published In

cover image Guide Proceedings
IPAW 2014: Revised Selected Papers of the 5th International Provenance and Annotation Workshop on Provenance and Annotation of Data and Processes - Volume 8628
June 2014
277 pages
ISBN:9783319164618

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Springer-Verlag

Berlin, Heidelberg

Publication History

Published: 09 June 2014

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