Provenance Storage, Querying, and Visualization in PBase

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• 作者：V铆ctor Cuevas-Vicentt铆n (15)
  Parisa Kianmajd (15)
  Bertram Lud盲scher (15)
  Paolo Missier (16)
  Fernando Chirigati (17)
  Yaxing Wei (18)
  David Koop (17)
  Saumen Dey (15)
  
  15. University of California at Davis ; Davis ; USA
  16. Newcastle University ; Newcastle upon Tyne ; UK
  17. New York University ; New York ; USA
  18. Oak Ridge National Laboratory ; Oak Ridge ; USA
  
• 关键词：PBase ; ProvONE ; Scientific workflows ; Provenance repository
• 刊名：Lecture Notes in Computer Science
• 出版年：2015
• 出版时间：2015
• 年：2015
• 卷：8628
• 期：1
• 页码：239-241
• 全文大小：472 KB
• 参考文献：1. Agrawal, R., Borgida, A., Jagadish, H.V.: Efficient management of transitive relationships in large data and knowledge bases. In: Proceedings of the 1989 ACM SIGMOD International Conference on Management of Data, SIGMOD 1989, pp. 253鈥?62. ACM, New York (1989)
  2. Cuevas-Vicentt铆n, V, Kianmajd, P, Lud盲scher, B, Missier, P, Chirigati, FS, Wei, Y, Koop, D, Dey, SC (2014) The PBase scientific workflow provenance repository. Int. J. Digit. Curation 9: pp. 28-38 CrossRef
  3. DataONE Provenance Working Group. ProvONE: A PROV Extension Data Model for Scientific Workflow Provenance (2014). http://purl.org/provone
  4. DataONE Provenance Working Group. The ProvONE Scientific Workflow Provenance Dataset (2014). http://purl.org/provone/provbench
  5. W3C Provenance Working Group. PROV Overview (2013). http://www.w3.org/TR/2013/NOTE-prov-overview-20130430/
  
• 作者单位：Provenance and Annotation of Data and Processes
• 丛书名：978-3-319-16461-8
• 刊物类别：Computer Science
• 刊物主题：Artificial Intelligence and Robotics
  Computer Communication Networks
  Software Engineering
  Data Encryption
  Database Management
  Computation by Abstract Devices
  Algorithm Analysis and Problem Complexity
  
• 出版者：Springer Berlin / Heidelberg
• ISSN：1611-3349

文摘

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.