Abstract
The work described in this paper is a contribution to the problems of managing in data-intensive scientific applications. First, we discuss scientific workflows and motivate there use in scientific applications. Then, we introduce the concept of cooperative processes and describe their interactions and uses in a flexible cooperative workflow system called Bonita. Finally, we propose an approach to integrate and synthesize the data exchanged by the mapping of data-intensive science into Bonita, using a binary approach, and illustrate the endeavors done to enhance the performance computations within a dynamic environment.
Keywords
- Dynamic Environment
- Heterogeneous Data
- Data Streaming
- Cooperative Process
- Binary Approach
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.
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References
Deelman, E., Blythe, J., Gil, Y., Kesselman, C., Mehta, G., Patil, S., Su, M.-H., Vahi, K., Livny, M.: Pegasus: Mapping scientific workflows onto the grid. In: European Across Grids Conference, pp. 11–20 (2004)
Yu, J., Buyya, R.: A taxonomy of scientific workflow systems for grid computing. SIGMOD Record 34(3), 44–49 (2005)
Bowers, S., Ludäscher, B.: An ontology-driven framework for data transformation in scientific workflows. In: DILS, pp. 1–16 (2004)
Medeiros, C.B., Vossen, G., Weske, M.: WASA: A workflow-based architecture to support scientific database applications (extended abstract). Database and Expert Systems Applications, 574–583 (1995)
Grigori, D., Charoy, F., Godart, C.: Anticipation to enhance flexibility of workflow execution. In: Mayr, H.C., Lazanský, J., Quirchmayr, G., Vogel, P. (eds.) DEXA 2001. LNCS, vol. 2113, pp. 264–273. Springer, Heidelberg (2001)
Agarwala, S., Eisenhauer, G., Schwan, K.: Lightweight morphing support for evolving middleware data exchanges in distributed applications. In: ICDCS 2005: Proceedings of the 25th IEEE International Conference on Distributed Computing Systems (ICDCS 2005), Washington, DC, USA, pp. 697–706. IEEE Computer Society, Los Alamitos (2005)
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© 2006 Springer-Verlag Berlin Heidelberg
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Gaaloul, K., Charoy, F., Godart, C. (2006). Cooperative Processes for Scientific Workflows. In: Alexandrov, V.N., van Albada, G.D., Sloot, P.M.A., Dongarra, J. (eds) Computational Science – ICCS 2006. ICCS 2006. Lecture Notes in Computer Science, vol 3993. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11758532_132
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DOI: https://doi.org/10.1007/11758532_132
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-34383-7
Online ISBN: 978-3-540-34384-4
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