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Servicing Seismic and Oil Reservoir Simulation Data Through Grid Data Services

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Data Management in Grids (DMG 2005)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 3836))

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Abstract

This paper presents the implementation of a two layer infrastructure for servicing queries against large datasets generated in oil reservoir simulation studies in the Grid. The first layer implements object-relational virtualization of file-based dataset stored on a storage cluster. The second layer provides an implementation of Grid Data Services via Open Grid Services Architecture Data Access and Integration (OGSA-DAI) middleware.

This research was supported in part by the National Science Foundation under Grants #ACI-9619020 (UC Subcontract #10152408), #EIA-0121177, #ACI-0203846, #ACI-0130437, #ANI-0330612, #ACI-9982087, #CCF-0342615, #CNS-0406386, #CNS-0426241, Lawrence Livermore National Laboratory under Grant #B517095 (UC Subcontract #10184497), NIH NIBIB BISTI #P20EB000591, Ohio Board of Regents BRTTC #BRTT02-0003.

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References

  1. Allcock, W., Chervenak, A., Foster, I., Kesselman, C., Salisbury, C., Tuecke, S.: The Data Grid: Towards an architecture for the distributed management and analysis of large scientific datasets. Journal of Network and Computer Applications 23, 187–200 (2001)

    Google Scholar 

  2. Alpdemir, M., Mukherjee, A., Gounaris, A., Paton, N.W., Watson, P., Fernandes, A.A.: OGSA-DQP: A grid service for distributed querying on the grid. In: Bertino, E., Christodoulakis, S., Plexousakis, D., Christophides, V., Koubarakis, M., Böhm, K., Ferrari, E. (eds.) EDBT 2004. LNCS, vol. 2992, pp. 858–861. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  3. Amendolia, R., Estrella, F., Hauer, T., Manset, D., McCabe, D., McClatchey, R., Odeh, M., Reading, T., Rogulin, D., Schottlander, D., Solomonides, T.: Grid databases for shared image analysis in the mammogrid project. In: The Eighth International Database Engineering & Applications Symposium (Ideas 2004) (July 2004)

    Google Scholar 

  4. Asia Pacific BioGrid, http://www.apgrid.org

  5. Bell, W.H., Bosio, D., Hoschek, W., Kunszt, P., McCance, G., Silander, M.: Project spitfite - towards grid web service databases, http://www.cs.man.ac.uk/grid-db/documents.html

  6. Berman, F., Chien, A., Cooper, K., Dongarra, J., Foster, I., Gannon, D., Johnsson, L., Kennedy, K., Kesselman, C., Mellor-Crummey, J., Reed, D., Torczon, L., Wolski, R.: The GrADS Project: Software support for high-level Grid application development. The International Journal of High Performance Computing Applications 15(4), 327–344 (2001)

    Article  Google Scholar 

  7. Beynon, M.D., Kurc, T., Catalyurek, U., Chang, C., Sussman, A., Saltz, J.: Distributed processing of very large datasets with DataCutter. Parallel Computing 27(11), 1457–1478 (2001)

    Article  MATH  Google Scholar 

  8. Bokhari, S., Rutt, B., Wyckoff, P., Buerger, P.: An evaluation of the osc fastt600 turbo storage pool. Technical Report OSUBMI_TR_2004_n02, The Ohio State University, Department of Biomedical Informatics (September 2004)

    Google Scholar 

  9. Earth Systems Grid (ESG), http://www.earthsystemgrid.org

  10. EUROGRID, http://www.eurogrid.org/

  11. Foster, I., Kesselman, C.: The Grid: Blueprint for a New Computing Infrastructure, 2nd edn. Morgan Kaufmann Publishers, San Francisco (2003)

    Google Scholar 

  12. Foster, I., Kesselman, C., Nick, J., Tuecke, S.: Grid services for distributed system integration. IEEE Computer 36(6), 37–46 (2002)

    Google Scholar 

  13. Foster, I., Kesselman, C., Nick, J.M., Tuecke, S.: The physiology of the Grid: An Open Grid Services Architecture for distributed systems integration (2002), http://www.globus.org/research/papers/ogsa.pdf

  14. Foster, I., Kesselman, C., Tuecke, S.: The anatomy of the Grid: Enabling scalable virtual organization. The International Journal of High Performance Computing Applications 15(3), 200–222 (Fall 2001)

    Article  Google Scholar 

  15. Frey, J., Tannenbaum, T., Foster, I., Livny, M., Tuecke, S.: Condor-G: A computation management agent for multi-institutional grids. In: Proceedings of the Tenth IEEE Symposium on High Performance Distributed Computing (HPDC10). IEEE Press, Los Alamitos (2001)

    Google Scholar 

  16. The Globus Project, http://www.globus.org

  17. Grid Physics Network (GriPhyN), http://www.griphyn.org

  18. Guttman, A.: R-trees: A dynamic index structure for spatial searching. In: Proceedings of SIGMOD 1984, pp. 47–57. ACM Press, New York (1984)

    Chapter  Google Scholar 

  19. Hastings, S., Langella, S., Oster, S., Saltz, J.: Distributed data management and integration: The mobius project. In: GGF Semantic Grid Workshop 2004, pp. 20–38. GGF (June 2004)

    Google Scholar 

  20. Kurc, T., Catalyurek, U., Zhang, X., Saltz, J., Martino, R., Wheeler, M., Peszyńska, M., Sussman, A., Hansen, C., Sen, M., Seifoullaev, R., Stoffa, P., Torres-Verdin, C., Parashar, M.: A simulation and data analysis system for large scale, data-driven oil reservoir simulation studies. Concurrency and Computation: Practice and Experience (2005) (To appear)

    Google Scholar 

  21. Montagnat, J., Breton, V., Magnin, I.E.: Using grid technologies to face medical image analysis challenges. In: BioGrid 2003, The 3rd International Symposium on Cluster Computing and the Grid (CCGrid 2003), May 2003, pp. 588–593 (2003)

    Google Scholar 

  22. Narayanan, S., Catalyurek, U., Kurc, T., Zhang, X., Saltz, J.: Applying database support for large scale data driven science in distributed environments. In: Proceedings of the Fourth International Workshop on Grid Computing (Grid 2003), Phoenix, Arizona, November 2003, pp. 141–148 (2003)

    Google Scholar 

  23. Narayanan, S., Kurc, T., Catalyurek, U., Saltz, J.: Database support for data-driven scientific applications in the grid. Parallel Processing Letters 13(2), 245–271 (2003)

    Article  MathSciNet  Google Scholar 

  24. Open Grid Services Architecture Data Access and Integration (OGSA-DAI), http://www.ogsadai.org.uk

  25. Peltier, S., Ellisman, M.: The Biomedical Informatics Research Network, in The Grid, Blueprint for a New Computing Infrastructure, 2nd edn. Elsevier, Amsterdam (2003)

    Google Scholar 

  26. Rajasekar, A., Wan, M., Moore, R.: MySRB & SRB - components of a data grid. In: The 11th International Symposium on High Performance Distributed Computing (HPDC-11) (July 2002)

    Google Scholar 

  27. Raman, V., Narang, I., Crone, C., Haas, L., Malaika, S., Mukai, T., Wolfson, D., Baru, C.: Data access and management services on grid, http://www.cs.man.ac.uk/grid-db/documents.html

  28. Saltz, J., Catalyurek, U., Kurc, T., Gray, M., Hastings, S., Langella, S., Narayanan, S., Martino, R., Bryant, S., Peszynska, M., Wheeler, M., Sussman, A., Beynon, M., Hansen, C., Stredney, D., Sessama, D.: Driving scientific applications by data in distributed environments. In: Proceedings of Workshop on Dynamic Data Driven Application Systems (International Conference on Computational Science). Springer, Heidelberg (2003)

    Google Scholar 

  29. Smith, J., Gounaris, A., Watson, P., Paton, N.W., Fernandes, A.A., Sakellariou, R.: Distributed query processing on the grid, http://www.cs.man.ac.uk/grid-db/documents.html

  30. Solomonides, A., McClatchey, R., Odeh, M., Brady, M., Mulet-Parada, M., Schottlander, D., Amendolia, S.: Mammogrid and ediamond: Grids applications in mammogram analysis. In: Proceedings of the IADIS International Conference: e-Society 2003, pp. 1032–1033 (2003)

    Google Scholar 

  31. Stonebraker, M., Brown, P.: Object-Relational DBMSs, Tracking the Next Great Wave. Morgan Kaufman Publishers, Inc., San Francisco (1998)

    Google Scholar 

  32. Thain, D., Basney, J., Son, S., Livny, M.: Kangaroo approach to data movement on the grid. In: Proceedings of the Tenth IEEE Symposium on High Performance Distributed Computing (HPDC10) (2001)

    Google Scholar 

  33. Tweed, T., Miguet, S.: Medical image database on the grid: Strategies for data distribution. In: HealthGrid 2003, January 2003, pp. 152–162 (2003)

    Google Scholar 

  34. Vazhkudai, S., Tuecke, S., Foster, I.: Replica selection in the globus data grid. In: International Workshop on Data Models and Databases on Clusters and the Grid (DataGrid 2001). IEEE Computer Society Press, Los Alamitos (2001)

    Google Scholar 

  35. Wolski, R., Spring, N., Hayes, J.: The network weather service: A distributed resource performance forecasting service for metacomputing. Journal of Future Generation Computing Systems 15(5-6), 757–768 (1999)

    Article  Google Scholar 

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Narayanan, S., Kurc, T., Catalyurek, U., Saltz, J. (2006). Servicing Seismic and Oil Reservoir Simulation Data Through Grid Data Services. In: Pierson, JM. (eds) Data Management in Grids. DMG 2005. Lecture Notes in Computer Science, vol 3836. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11611950_11

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  • DOI: https://doi.org/10.1007/11611950_11

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-31212-3

  • Online ISBN: 978-3-540-32452-2

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