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Adaptive exception handling for scientific workflows

Tolosana-Calasanz, Rafael, Bañares, José A., Rana, Omer Farooq, Álvarez, Pedro, Ezpeleta, Joaquín and Hoheisel, Andreas 2010. Adaptive exception handling for scientific workflows. Concurrency and Computation: Practice and Experience 22 (5) , pp. 617-642. 10.1002/cpe.1487

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Abstract

Scientific workflow systems often operate in highly unreliable, heterogeneous and dynamic environments, and have accordingly incorporated different fault tolerance techniques. We propose an exception-handling mechanism, based on techniques adopted in programming languages, for modifying at run-time the structure of a workflow. In contrast to other proposals that achieve the required flexibility by means of the infrastructure, our proposal expresses the exception-handling mechanism within the workflow language—primarily as two exception-handling patterns that are exclusively based on the Reference Nets-within-Nets formalism (a specific type of Petri nets). When an exception is detected, a workflow in our approach can be re-written (replaced), based on the particular failure condition that has been detected. This enables workflow users to have better control and understanding of the behaviour of their workflow without having to be aware of the underlying infrastructure.

Item Type: Article
Date Type: Publication
Status: Published
Schools: Computer Science & Informatics
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Uncontrolled Keywords: scientific workflows; exception handling; Petri net
Publisher: John Wiley & Sons
ISSN: 1532-0626
Last Modified: 04 Jun 2017 03:49
URI: http://orca.cf.ac.uk/id/eprint/27530

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Cited 7 times in Web of Science. View in Web of Science.

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