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VisTrails provenance traces for benchmarking

Published: 18 March 2013 Publication History

Abstract

The benchmark provenance traces that we have collected come from the VisTrails system for exploratory data analysis and visualization and from the VisTrails, Inc. provenance plugin for Autodesk Maya [1]. They contain diþerent kinds of provenance information, including prospective and retrospective provenance as well as provenance of the evolution of work ows and models [4]. Our traces are stored using a change-based representation to compactly save all directions a user explored when developing a result.

References

[1]
Maya. http://usa.autodesk.com/maya/.
[2]
S. P. Callahan, J. Freire, C. E. Scheidegger, C. T. Silva, and H. T. Vo. Towards provenance-enabling paraview. In IPAW, pages 120{127, 2008.
[3]
J. Freire, D. Koop, E. Santos, C. Scheidegger, C. Silva, and H. T. Vo. The Architecture of Open Source Applications, chapter VisTrails. Lulu.com, 2011.
[4]
J. Freire, D. Koop, E. Santos, and C. T. Silva. Provenance for computational tasks: A survey. Computing in Science and Eng., 10(3):11{21, May 2008.
[5]
J. Freire, C. Silva, S. Callahan, E. Santos, C. Scheidegger, and H. Vo. Managing rapidly-evolving scientiþc work ows. In International Provenance and Annotation Workshop (IPAW), LNCS 4145, pages 10{18. Springer Verlag, 2006.
[6]
J. Freire and C. T. Silva. Making computations and publications reproducible with vistrails. Computing in Science and Engineering, 14(4):18{25, 2012.
[7]
Creative Commons Attribution-Noncommercial-Share Alike 3.0 Unported License. http://creativecommons.org/licenses/by-nc-sa/3.0/.
[8]
VisTrails Provenance SDK. http://www.vistrails.com/sdk.html.

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cover image ACM Other conferences
EDBT '13: Proceedings of the Joint EDBT/ICDT 2013 Workshops
March 2013
423 pages
ISBN:9781450315999
DOI:10.1145/2457317

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Association for Computing Machinery

New York, NY, United States

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Published: 18 March 2013

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EDBT '13 Paper Acceptance Rate 7 of 10 submissions, 70%;
Overall Acceptance Rate 7 of 10 submissions, 70%

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