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Title: Provenance Storage, Querying, and Visualization in PBase

Abstract

We present PBase, a repository for scientific workflows and their corresponding provenance information that facilitates the sharing of experiments among the scientific community. PBase is interoperable since it uses ProvONE, a standard provenance model for scientific workflows. Workflows and traces are stored in RDF, and with the support of SPARQL and the tree cover encoding, the repository provides a scalable infrastructure for querying the provenance data. Furthermore, through its user interface, it is possible to: visualize workflows and execution traces; visualize reachability relations within these traces; issue SPARQL queries; and visualize query results.

Authors:
 [1];  [1];  [2];  [3];  [4];  [3];  [1]
  1. University of California, Davis
  2. Newcastle University, UK
  3. New York University
  4. ORNL
Publication Date:
Research Org.:
Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
Sponsoring Org.:
USDOE
OSTI Identifier:
1335323
DOE Contract Number:  
AC05-00OR22725
Resource Type:
Conference
Resource Relation:
Conference: 5th International Provenance and Annotation Workshop, Cologne, Germany, 20140609, 20140609
Country of Publication:
United States
Language:
English

Citation Formats

Kianmajd, Parisa, Ludascher, Bertram, Missier, Paolo, Chirigati, Fernando, Wei, Yaxing, Koop, David, and Dey, Saumen. Provenance Storage, Querying, and Visualization in PBase. United States: N. p., 2015. Web.
Kianmajd, Parisa, Ludascher, Bertram, Missier, Paolo, Chirigati, Fernando, Wei, Yaxing, Koop, David, & Dey, Saumen. Provenance Storage, Querying, and Visualization in PBase. United States.
Kianmajd, Parisa, Ludascher, Bertram, Missier, Paolo, Chirigati, Fernando, Wei, Yaxing, Koop, David, and Dey, Saumen. Thu . "Provenance Storage, Querying, and Visualization in PBase". United States. doi:.
@article{osti_1335323,
title = {Provenance Storage, Querying, and Visualization in PBase},
author = {Kianmajd, Parisa and Ludascher, Bertram and Missier, Paolo and Chirigati, Fernando and Wei, Yaxing and Koop, David and Dey, Saumen},
abstractNote = {We present PBase, a repository for scientific workflows and their corresponding provenance information that facilitates the sharing of experiments among the scientific community. PBase is interoperable since it uses ProvONE, a standard provenance model for scientific workflows. Workflows and traces are stored in RDF, and with the support of SPARQL and the tree cover encoding, the repository provides a scalable infrastructure for querying the provenance data. Furthermore, through its user interface, it is possible to: visualize workflows and execution traces; visualize reachability relations within these traces; issue SPARQL queries; and visualize query results.},
doi = {},
journal = {},
number = ,
volume = ,
place = {United States},
year = {Thu Jan 01 00:00:00 EST 2015},
month = {Thu Jan 01 00:00:00 EST 2015}
}

Conference:
Other availability
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