Provenance-Based Searching and Ranking for Scientific Workflows

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• 作者：V铆ctor Cuevas-Vicentt铆n (15)
  Bertram Lud盲scher (15)
  Paolo Missier (16)
  
  15. Department of Computer Science ; University of California at Davis ; One Shields Avenue ; Davis ; CA ; 95616 ; USA
  16. School of Computing Science ; Newcastle University ; Claremont Tower 9.08 ; Newcastle upon Tyne ; NE17RU ; UK
  
• 关键词：Provenance ; Scientific workflows ; Graph keyword search ; Quality of service ; Ranking
• 刊名：Lecture Notes in Computer Science
• 出版年：2015
• 出版时间：2015
• 年：2015
• 卷：8628
• 期：1
• 页码：209-214
• 全文大小：317 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. Cardoso, J, Miller, J, Sheth, A, Arnold, J (2004) Quality of service for workflows and web service processes. J. Web Seman. 1: pp. 281-308 CrossRef
  4. Roure, D, Goble, C, Stevens, R (2009) The design and realisation of the experimentmy virtual research environment for social sharing of workflows. Future Gener. Comput. Syst. 25: pp. 561-567 CrossRef
  5. Hristidis, V, Hwang, H, Papakonstantinou, Y (2008) Authority-based keyword search in databases. ACM Trans. Database Syst. 33: pp. 1:1-1:40 CrossRef
  6. Ives, Z.G., Haeberlen, A., Feng, T., Gatterbauer, W.: Querying provenance for ranking and recommending. In: Proceedings of the 4th USENIX Conference on Theory and Practice of Provenance, TaPP 2012, p. 9. USENIX Association, Berkeley (2012)
  7. Yang, Y, Dumas, M, Garc铆a-Ba帽uelos, L, Polyvyanyy, A, Zhang, L (2012) Generalized aggregate quality of service computation for composite services. J. Syst. Softw. 85: pp. 1818-1830 CrossRef
  
• 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 scientific workflow provenance repository that supports declarative graph queries and keyword-based graph searching, complemented with ranking capabilities taking into consideration authority and quality of service criteria. Given the widespread use of scientific workflow systems and the increasing support and relevance of provenance as part of their functionality, the challenge arises to enable scientists to use provenance for the discovery of experiments, programs, and data of interest. PBase aims to satisfy this requirement while also presenting to the user a customized graphical user interface that greatly facilitates the exploration of the repository and the visualization of results.