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» The Provenance of Workflow Upgrades
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SC
2009
ACM
14 years 2 months ago
Pipeline-centric provenance model
In this paper we propose a new provenance model which is tailored to a class of workflow-based applications. We motivate the approach with use cases from the astronomy community. ...
Paul T. Groth, Ewa Deelman, Gideon Juve, Gaurang M...
CCGRID
2006
IEEE
13 years 11 months ago
Evaluating Provenance-based Trust for Scientific Workflows
Provenance is the documentation concerning the origin of a result generated by a process, and provides explanations about who, how, what resources were used in a process, and the ...
Shrija Rajbhandari, Ian Wootten, Ali Shaikh Ali, O...
CCGRID
2010
IEEE
12 years 11 months ago
WORKEM: Representing and Emulating Distributed Scientific Workflow Execution State
- Scientific workflows have become an integral part of cyberinfrastructure as their computational complexity and data sizes have grown. However, the complexity of the distributed i...
Lavanya Ramakrishnan, Dennis Gannon, Beth Plale
CYBERC
2011
143views more  CYBERC 2011»
12 years 7 months ago
Opportunities and Challenges in Running Scientific Workflows on the Cloud
— Cloud computing is gaining tremendous momentum in both academia and industry. The application of Cloud computing, however, has mostly focused on Web applications and business a...
Yong Zhao, Xubo Fei, Ioan Raicu, Shiyong Lu
SIGMOD
2005
ACM
118views Database» more  SIGMOD 2005»
14 years 7 months ago
A survey of data provenance in e-science
Data management is growing in complexity as largescale applications take advantage of the loosely coupled resources brought together by grid middleware and by abundant storage cap...
Yogesh Simmhan, Beth Plale, Dennis Gannon