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E-science 2008

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This tutorial will inform potential users of scientific workflows about different approaches to provenance and the trade-offs among them, so that they are able to make informed decisions when selecting or designing a provenance solution. The tutorial will also discuss uses of provenance that go beyond the ability to reproduce and share results. In particular, we will present recent techniques developed to enable knowledge re-use and to simplify the process of designing and refining workflows. Instructors will use the open-source [http://www.vistrails.org VisTrails] system and a series of examples from real applications to demonstrate how a provenance management platform can be used to streamline data analysis and visualization.
This tutorial will inform potential users of scientific workflows about different approaches to provenance and the trade-offs among them, so that they are able to make informed decisions when selecting or designing a provenance solution. The tutorial will also discuss uses of provenance that go beyond the ability to reproduce and share results. In particular, we will present recent techniques developed to enable knowledge re-use and to simplify the process of designing and refining workflows. Instructors will use the open-source [http://www.vistrails.org VisTrails] system and a series of examples from real applications to demonstrate how a provenance management platform can be used to streamline data analysis and visualization.
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== Supporting Material ==
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[http://www.cs.utah.edu/~juliana/pub/eScience2008/tutorial-description.pdf Tutorial description]
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[http://www.cs.utah.edu/~juliana/pub/eScience2008/tutorial.pdf Slides in pdf]
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[http://www.cs.utah.edu/~juliana/pub/SIGMOD2008/refs.pdf References (incomplete list)]
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== Files ==
== Files ==
These are the files used during the hands-on tutorial:
These are the files used during the hands-on tutorial:

Revision as of 23:17, 7 December 2008

Contents

Tutorial

Streamlining Data Exploration and Visualization through Scientific Workflows and Provenance

Summary

This tutorial will inform potential users of scientific workflows about different approaches to provenance and the trade-offs among them, so that they are able to make informed decisions when selecting or designing a provenance solution. The tutorial will also discuss uses of provenance that go beyond the ability to reproduce and share results. In particular, we will present recent techniques developed to enable knowledge re-use and to simplify the process of designing and refining workflows. Instructors will use the open-source VisTrails system and a series of examples from real applications to demonstrate how a provenance management platform can be used to streamline data analysis and visualization.

Supporting Material

Tutorial description

Slides in pdf

References (incomplete list)

Files

These are the files used during the hands-on tutorial:

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