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» Differencing Provenance in Scientific Workflows

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SIGSOFT
2008
ACM

153views Software Engineering» more SIGSOFT 2008»

Experience in using a process language to define scientific workflow and generate dataset provenance

14 years 5 months ago

Download harvardforest.fas.harvard.edu

This paper describes our experiences in exploring the applicability of software engineering approaches to scientific data management problems. Specifically, this paper describes h...

Leon J. Osterweil, Lori A. Clarke, Aaron M. Elliso...

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ESCIENCE
2007
IEEE

167views Distributed And Parallel Com...» more ESCIENCE 2007»

Storing and Querying Scientific Workflow Provenance Metadata Using an RDBMS

13 years 8 months ago

Download www.cs.panam.edu

Provenance management has become increasingly important to support scientific discovery reproducibility, result interpretation, and problem diagnosis in scientific workflow enviro...

Artem Chebotko, Xubo Fei, Cui Lin, Shiyong Lu, Far...

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EDBT
2010
ACM

164views Database» more EDBT 2010»

Techniques for efficiently querying scientific workflow provenance graphs

13 years 7 months ago

Download wwwcsif.cs.ucdavis.edu

A key advantage of scientific workflow systems over traditional scripting approaches is their ability to automatically record data and process dependencies introduced during workf...

Manish Kumar Anand, Shawn Bowers, Bertram Ludä...

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DILS
2007
Springer

118views Life Sciences» more DILS 2007»

Project Histories: Managing Data Provenance Across Collection-Oriented Scientific Workflow Runs

13 years 10 months ago