A taxonomy for the analysis of scientific workflow faults

Lackovic, Marco, Talia, Domenico, Tolosana-Calasanz, Rafael, Banares, Jose A. and Rana, Omer F. 2010. A taxonomy for the analysis of scientific workflow faults. Presented at: 2010 IEEE 13th International Conference on Computational Science and Engineering (CSE),, Cosenza, Italy, 11-13 December 2010. 2010 IEEE 13th International Conference on Computational Science and Engineering (CSE),. pp. 398-403. 10.1109/CSE.2010.59

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Abstract

Scientific workflows generally involve the distribution of tasks to distributed resources, which may exist in different administrative domains. The use of distributed resources in this way may lead to faults, and detecting them, identifying them and subsequently correcting them remains an important research challenge. We introduce a fault taxonomy for scientific workflows that may help in conducting a systematic analysis of faults, so that the potential faults that may arise at execution time can be corrected (recovered from). The presented taxonomy is motivated by previous work [4], but has a particular focus on workflow environments (compared to previous work which focused on Grid-based resource management) and demonstrated through its use in Weka4WS.

Item Type:	Conference or Workshop Item (Paper)
Date Type:	Publication
Status:	Published
Schools:	Schools > Computer Science & Informatics
Subjects:	Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Last Modified:	22 Feb 2013 04:11
URI:	https://orca.cardiff.ac.uk/id/eprint/27538

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