DocumentCode
1640018
Title
Metadata Management in the Taverna Workflow System
Author
Belhajjame, Khalid ; Wolstencroft, Katy ; Corcho, Oscar ; Oinn, Tom ; Tanoh, Franck ; William, Alan ; Goble, Carole
Author_Institution
Sch. of Comput. Sci., Univ. of Manchester, Manchester
fYear
2008
Firstpage
651
Lastpage
656
Abstract
There seems to be a general consensus on the crucial role metadata can play for enhancing the functionalities of scientific workflows systems, e.g., workflow and service discovery, composition and provenance browsing, among others. However, in most cases their management is under-specified, if not left unaddressed at all. A step in this direction, the main contribution of the work presented in this paper is an overview of metadata and their management in the Taverna workflow system. In Taverna, we consider metadata to be a first class citizen in the system, in the sense that we fully cover their life cycle from their creation, through their use and curation until their eventual removal. We present the main steps of this cycle and present the models used for metadata specification. In doing so, we distinguish two classes of metadata: metadata that describe workflow related entities, such as services, workflows and sub- workflows, and metadata that describe workflow executions, also known as workflow provenance.
Keywords
data models; grid computing; meta data; ontologies (artificial intelligence); scientific information systems; workflow management software; Taverna workflow system; data model; grid computing; metadata management; metadata ontology specification; scientific workflow system; workflow execution; workflow provenance; Bioinformatics; Computer science; Debugging; Grid computing; Humans; Ontologies; Performance analysis; Semantic Web; Metadata; Provenance; Scientific Workflows; Semantic annotations; Taverna;
fLanguage
English
Publisher
ieee
Conference_Titel
Cluster Computing and the Grid, 2008. CCGRID '08. 8th IEEE International Symposium on
Conference_Location
Lyon
Print_ISBN
978-0-7695-3156-4
Electronic_ISBN
978-0-7695-3156-4
Type
conf
DOI
10.1109/CCGRID.2008.17
Filename
4534278
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