VisTrails provenance traces for benchmarking

Authors:
Fernando Chirigati;Juliana Freire;David Koop;Cláudio Silva
Affiliations:
Polytechnic Institute of NYU;Polytechnic Institute of NYU;Polytechnic Institute of NYU;Polytechnic Institute of NYU
Venue:
Proceedings of the Joint EDBT/ICDT 2013 Workshops
Year:
2013

Citing 3
Cited 0

Provenance for Computational Tasks: A Survey

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Managing rapidly-evolving scientific workflows

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Making Computations and Publications Reproducible with VisTrails

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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.