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Issue No.09 - September (2010 vol.43)
pp: 54-61
Wei Tan , University of Chicago and Argonne National Laboratory
Ian Foster , Argonne National Laboratory
ABSTRACT
Online workflow repositories let scientists share successful experimental routines and compose new workflows from best practices and existing service components. The authors share the results of a social- network analysis of the myExperiment workflow repository to assess the state of scientific workflow reuse and propose the CASE framework to facilitate such reuse.
INDEX TERMS
Scientific computing, Services computing, Scientific workflows, Workflow reuse, CASE framework, myExperiment, BioCatalogue
CITATION
Wei Tan, Ian Foster, "Network Analysis of Scientific Workflows: A Gateway to Reuse", Computer, vol.43, no. 9, pp. 54-61, September 2010, doi:10.1109/MC.2010.262
REFERENCES
1. I.J. Taylor et al., eds., Workflows for e-Science: Scientific Workflows for Grids, Springer, 2007.
2. C.A. Goble et al., "myExperiment: A Repository and Social Network for the Sharing of Bioinformatics Workflows," Nucleic Acids Research,25 May 2010, pp. W677-W682.
3. T. Xie et al., "Data Mining for Software Engineering," Computer, Aug. 2009, pp. 55-62.
4. T. Oinn et al., "Taverna: Lessons in Creating a Workflow Environment for the Life Sciences," Concurrency and Computation: Practice & Experience, Aug. 2006, pp. 1067-1100.
5. J. Bhagat et al., "BioCatalogue: A Universal Catalogue of Web Services for the Life Sciences," Nucleic Acids Research,19 May 2010, pp. W689-W694.
6. I. Foster, "Service-Oriented Science," Science,6 May 2005, pp. 814-817.
7. W. de Nooy, A. Mrvar, and V. Batagelj, Exploratory Social Network Analysis with Pajek, Cambridge Univ. Press, 2005.
8. Y.-L. Luo and C.-H. Hsu, "An Empirical Study of Research Collaboration Using Social Network Analysis," Proc. 2009 Int'l Conf. Computational Science and Eng. (CSE 09), vol. 4, IEEE CS Press, 2009, pp. 921-926.
9. G. Groh and V. Rappel, "Towards Demarcation and Modeling of Small Sub-Communities/Groups in P2P Social Networks," Proc. 2009 Int'l Conf. Computational Science and Eng. (CSE 09), vol. 4, IEEE CS Press, 2009, pp. 304-311.
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