Recommend-as-you-go: A novel approach supporting services-oriented scientific workflow reuse

Proceedings - 2011 IEEE International Conference on Services Computing, SCC 2011

Volumn , Issue , 2011, Pages 48-55

  Zhang, Jia ^a   Tan, Wei ^b   John, Alexander ^a   Foster, Ian ^c   Madduri, Ravi ^c  

^a NORTHERN ILLINOIS UNIVERSITY   (United States)

^b IBM T J WATSON RESEARCH CENTER   (United States)

^c ARGONNE NATIONAL LABORATORY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL RESOURCES; HIDDEN KNOWLEDGE; PLUG-INS; PROOF OF CONCEPT; SCIENTIFIC SERVICE; SCIENTIFIC WORKFLOWS; SERVICE USAGE; SERVICES COMPUTING; SERVICES DISCOVERY; SOCIAL NETWORK ANALYSIS; SOCIAL NETWORKS; WORK-FLOWS; WORKFLOW COMPOSITION;

SEARCH ENGINES; WORK SIMPLIFICATION;

WEB SERVICES;

EID: 80053162128     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SCC.2011.120     Document Type: Conference Paper

References (27)

1. C. Goble and D.D. Roure, "The Impact of Workflow Tools on Data-centric Research", in T. Hey, S. Tansley, and K. Tolle, eds., The Fourth Paradigm: Data-Intensive Scientific Discovery, Microsoft Research, Oct., 2009, pp. 137-145.
2. L.-J. Zhang, J. Zhang, and H. Cai, Services Computing, 2007: Springer.
3. J. Bhagat, F. Tanoh, E. Nzuobontane, T. Laurent, J. Orlowski, M. Roos, K. Wolstencroft, S. Aleksejevs, R. Stevens, S. Pettifer, R. Lopez, and C.A. Goble, "BioCatalogue: A Universal Catalogue of Web Services for the Life Sciences", Nucleic Acids Research, May 19, 2010, 38: pp. W689-W694.
4. C.A. Goble, J. Bhagat, S. Aleksejevs, D. Cruickshank, D. Michaelides, D. Newman, M. Borkum, S. Bechhofer, M. Roos, P. Li, and D.D. Roure, "myExperiment: A Repository and Social Network for the Sharing of Bioinformatics Workflows", Nucleic Acids Research, 2010, 38: pp. W677-W682.
5. W. Tan, J. Zhang, and I. Foster, "Network Analysis of Scientific Workflows: A Gateway to Reuse", IEEE Computer, Sep., 2010: pp. 54-61.
6. S. Wasserman and K. Faust, Social Network Analysis: Methods and Applications, 1994: Cambridge University Press, Cambridge.
7. T. Oinn, M. Greenwood, M. Addis, M.N. Alpdemir, J. Ferris, K. Glover, C. Goble, A. Goderis, D. Hull, D. Marvin, P. Li, P. Lord, M.R. Pocock, M. Senger, R. Stevens, A. Wipat, and C. Wroe, "Taverna: Lessons in Creating a Workflow Environment for the Life Sciences", Concurrency and Computation: Practice & Experience, 2006, 18(10): pp. 1067-1100. (Pubitemid 44258498)
8. M. Shipp, K. Ross, P. Tamayo, A. Weng, J. Kutok, R. Aguiar, M. Gaasenbeek, M. Angelo, M. Reich, G. Pinkus, T. Ray, M. Koval, K. Last, A. Norton, T. Lister, J. Mesirov, D. Neuberg, E. Lander, J. Aster, and T. Golub, "Diffuse Large B-Cell Lymphoma Outcome Prediction by Gene-Expression Profiling and Supervised Machine Learning", Nature Medicine, Jan., 2002, 8(1): pp. 68-74. (Pubitemid 34101731)
9. L. Page, S. Brin, R. Motwani, and T. Winograd, "The PageRank Citation Ranking: Bringing Order to the Web", 1999, http://ilpubs.stanford. edu:8090/422/.
10. W. Tan, J. Zhang, R. Madduri, I. Foster, and D.D. Roure4, "ServiceMap: Providing Map and GPS Assist to Service Composition in Bioinformatics", in Proceedings of IEEE International Conference on Services Computing (SCC), 2011, Washington DC, USA.
11. Y. Simmhan, B. Plale, and D. Gannon, "A Survey of Data Provenance in e-Science", SIGMOD Record, 2005, 34(3): pp. 31-36. (Pubitemid 43152529)
12. W.d. Nooy, A. Mrvar, and V. Batagelj, Exploratory Social Network Analysis with Pajek (Structural Analysis in the Social Sciences) 2005, New York, NY, USA: Cambridge University Express.
13. "Prefuge", Available from: http://prefuse.org/.
14. JUNG, Available from: http://jung.sourceforge.net/.
15. E.W. Dijkstra, "A Note on Two Problems in Connexion with Graphs", Numerische Mathematik, 1959, 1: pp. 269-271.
16. R. Martin, W. Robert, and Z. Thomas, "Recommendation Systems for Software Engineering", IEEE Software, 2010, 27: pp. 80-86.
17. B. Ashok, J. Joy, H. Liang, S. Rajamani, G. Srinivasa, and V. Vangala, "Debugadvisor: A recommender system for debugging", in Proceedings of 7th Joint Meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on The Foundations of Software Engineering. 2009, ACM. pp. 373-382.
18. A. Begel, K.Y. Phang, and T. Zimmermann, "Codebook: Discovering and Exploiting Relationships in Software Repositories", in Proceedings of 32nd ACM/IEEE International Conference on Software Engineering (ICSE), 2010, Cape Town, South Africa, pp. 125-134.
19. O. Greenshpan, T. Milo, and N. Polyzotis, "Autocompletion for mashups", Proc. VLDB Endow., 2009, 2(1): pp. 538-549.
20. D. Koop, C.E. Scheidegger, S.P. Callahan, J. Freire, and C.T. Silva, "VisComplete: Automating Suggestions for Visualization Pipelines", IEEE Transactions on Visualization and Computer Graphics, 2008, 14: pp. 1691-1698.
21. E. Chinthaka, J. Ekanayake, D. Leake, and B. Plale, "CBR Based Workflow Composition Assistant", in Proceedings of 2009 World Congress on Services (SERVICES-I), IEEE Computer Society. pp. 352-355.
22. X. Xiang and G. Madey, "Improving the Reuse of ScientificWorkflows and Their By-products", in Proceedings of IEEE International Conference on Web Services (ICWS), 2007. pp. 792-799.
23. A. Harrer, S. Zeini, and S. Ziebarth, "Integrated Representation and Visualisation of the Dynamics in Computer-mediated Social Networks", in Proceedings of 2009 International Conference on Advances in Social Network Analysis and Mining, 2009, Jul., pp. 261-266.
24. T.H. Duong, M.N. Uddin, and G.S. Jo, "Collaborative Web for Personal Ontology Generation and Visualization for a Social Network", in Proceedings of 2009 International Conference on Knowledge and Systems Engineering, 2009, pp. 237-242.
25. F.B. Viégas, M. Wattenberg, and K. Dave, "Studying Cooperation and Conflict between Authors with History Flow Visualizations", in Proceedings of ACM Computer-Human Interaction (CHI), 2004, Vienna, Austria, Apr. 24-29, pp. 575-582.
26. J. Heer and D. Boyd, "Vizster: Visualizing Online Social Networks", in Proceedings of IEEE Symposium on Information Visualization (InfoVis), 2005, Minneapolis, MI, UA, Oct. 23-25, pp.
27. L. Singh, M. Beard, L. Getoor, and M.B. Blake, "Visual Mining of Multi-Modal Social Networks at Different Abstraction Levels", in Proceedings of the 11th International Conference Information Visualization, 2007, Washington DC, USA, Jul. 4-6, pp. 672-679. (Pubitemid 47591807)