Paper Info
Title
A Taxonomy for the Analysis of Scientific Workflow Faults
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.
Year
DOI
Venue
2010
10.1109/CSE.2010.59
C3S2E
Keywords
Field
DocType
scientific workflows,execution time,important research challenge,potential fault,scientific workflow faults,particular focus,fault taxonomy,previous work,different administrative domain,systematic analysis,grid-based resource management,data mining,resource allocation,grid computing,fault tolerance,resource manager,taxonomy,fault detection,fault tolerant,middleware,software fault tolerance
Resource management,Middleware,Grid computing,Computer science,Fault detection and isolation,Software fault tolerance,Resource allocation,Workflow,Grid,Distributed computing
Conference
ISBN
Citations 
PageRank 
978-0-7695-4323-9
4
0.41
References 
Authors
4
6
Name
Order
Citations
PageRank
Marco Lackovic1192.90
Domenico Talia21837175.72
Rafael Tolosana-Calasanz316618.52
Jose A. Banares4121.02
Omer F. Rana52181229.52
Tolosana-Calasanz, R.640.75