Managing rapidly-evolving scientific workflows

Juliana Freire; Cláudio T. Silva; Steven P. Callahan; Emanuele Santos; Carlos E. Scheidegger; Huy T. Vo

doi:10.1007/11890850_2

Managing rapidly-evolving scientific workflows

Juliana Freire, Cláudio T. Silva, Steven P. Callahan, Emanuele Santos, Carlos E. Scheidegger, Huy T. Vo

Urban Initiative

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

We give an overview of VisTrails, a system that provides an infrastructure for systematically capturing detailed provenance and streamlining the data exploration process. A key feature that sets Vis-Trails apart from previous visualization and scientific workflow systems is a novel action-based mechanism that uniformly captures provenance for data products and workflows used to generate these products. This mechanism not only ensures reproducibility of results, but it also simplifies data exploration by allowing scientists to easily navigate through the space of workflows and parameter settings for an exploration task.

Original language	English (US)
Title of host publication	Provenance and Annotation of Data - International Provenance and Annotation Workshop, IPAW 2006, Revised Selected Papers
Publisher	Springer Verlag
Pages	10-18
Number of pages	9
ISBN (Print)	354046302X, 9783540463023
DOIs	https://doi.org/10.1007/11890850_2
State	Published - 2006
Event	International Provenance and Annotation Workshop, IPAW 2006 - Chicago, IL, United States Duration: May 3 2006 → May 5 2006

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	4145 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	International Provenance and Annotation Workshop, IPAW 2006
Country/Territory	United States
City	Chicago, IL
Period	5/3/06 → 5/5/06

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/11890850_2

Cite this

Freire, J., Silva, C. T., Callahan, S. P., Santos, E., Scheidegger, C. E., & Vo, H. T. (2006). Managing rapidly-evolving scientific workflows. In Provenance and Annotation of Data - International Provenance and Annotation Workshop, IPAW 2006, Revised Selected Papers (pp. 10-18). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4145 LNCS). Springer Verlag. https://doi.org/10.1007/11890850_2

Managing rapidly-evolving scientific workflows. / Freire, Juliana ; Silva, Cláudio T.; Callahan, Steven P. et al.
Provenance and Annotation of Data - International Provenance and Annotation Workshop, IPAW 2006, Revised Selected Papers. Springer Verlag, 2006. p. 10-18 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4145 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Freire, J , Silva, CT, Callahan, SP, Santos, E, Scheidegger, CE & Vo, HT 2006, Managing rapidly-evolving scientific workflows. in Provenance and Annotation of Data - International Provenance and Annotation Workshop, IPAW 2006, Revised Selected Papers. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 4145 LNCS, Springer Verlag, pp. 10-18, International Provenance and Annotation Workshop, IPAW 2006, Chicago, IL, United States, 5/3/06. https://doi.org/10.1007/11890850_2

Freire J , Silva CT, Callahan SP, Santos E, Scheidegger CE, Vo HT. Managing rapidly-evolving scientific workflows. In Provenance and Annotation of Data - International Provenance and Annotation Workshop, IPAW 2006, Revised Selected Papers. Springer Verlag. 2006. p. 10-18. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/11890850_2

Freire, Juliana ; Silva, Cláudio T. ; Callahan, Steven P. et al. / Managing rapidly-evolving scientific workflows. Provenance and Annotation of Data - International Provenance and Annotation Workshop, IPAW 2006, Revised Selected Papers. Springer Verlag, 2006. pp. 10-18 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Managing rapidly-evolving scientific workflows

Abstract

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ASJC Scopus subject areas

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