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A history-tracing XML-based provenance framework for workflows

  • The importance of validating and reproducing the outcome of computational processes is fundamental to many application domains. Assuring the provenance of workflows will likely become even more important with respect to the incorporation of human tasks to standard workflows by emerging standards such as WS-HumanTask. This paper addresses this trend by an actor-based workflow approach that actively support provenance. It proposes a framework to track and store provenance information automatically that applies for various workflow management systems. In particular, the introduced provenance framework supports the documentation of workflows in a legally binding way. The authors therefore use the concept of layered XML documents, i.e. history-tracing XML. Furthermore, the proposed provenance framework enables the executors (actors) of a particular workflow task to attest their operations and the associated results by integrating digital XML signatures.

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Metadaten
Author:Michael Gerhards, Adam Belloum, Frank Berretz, Volker Sander, Sascha Skorupa
DOI:https://doi.org/10.1109/WORKS.2010.5671873
ISBN:978-1-4244-8989-3
Parent Title (English):The 5th Workshop on Workflows in Support of Large-Scale Science
Publisher:IEEE
Place of publication:New York
Document Type:Article
Language:English
Year of Completion:2010
Date of the Publication (Server):2012/12/18
Tag:XML; concrete; containers; framework; history; humans; libraries; provenance; synchronization; workflow
Length:10 Seiten
Note:
The 5th Workshop on Workflows in Support of Large-Scale Science, 14 Nov. 2010, New Orleans, USA
Link:https://doi.org/10.1109/WORKS.2010.5671873
Zugriffsart:campus
Institutes:FH Aachen / Fachbereich Medizintechnik und Technomathematik
collections:Verlag / IEEE