Abstract
To utilize the full potential of structured or semi-structured data stored across different information systems, users and applications must not be confronted directly with the individual, heterogeneous data sources, but instead be supplied with a customized integrated view on the data. Traditional information integration is relying on a human-driven process to accomplish this task. While feasible in static, closed-world scenarios, this approach fails in settings like the nascent data grids, which are characterized by a large, permanently changing set of autonomous data sources. We describe the end-to-end integration approach underlying our PALADIN project which aims to reduce and ultimately eliminate the dependency on human experts in the integration process in order to provide fast and cost-effective integration services for these dynamic environments.
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References
Foster, I., Kesselman, C., Tuecke, S.: The Anatomy of the Grid – Enabling Scalable Virtual Organizations. In: Proceedings of the First IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2001). IEEE Computer Society Press, Los Alamitos (2001)
Antonioletti, M., Atkinson, M., Malaika, S., Laws, S., Paton, N.W., Pearson, D., Riccardi, G.: The Grid Data Service Specification, September 19 (2003)
Lee, D., Mani, M., Chiu, F., Chu, W.W.: NeT and CoT: Translating Relational Schemas to XML Schemas using Semantic Constraints. In: Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, November 4–9 (2002)
Lee, D., Chu, W.W.: CPI: Constraints-Preserving Inlining Algorithm for Mapping XML DTD to Relational Schema. Data and Knowledge Engineering 39, 3–25 (2001)
Lakshmanan, L.V.S., Sadri, F., Subramanian, I.N.: SchemaSQL – A Language for Interoperability in Relational Multi-Database Systems. In: Proceedings of the 22nd VLDB Conference, pp. 239–250 (1996)
Rahm, E., Bernstein, P.A.: A survey of approaches to automatic schema matching. VLDB Journal 10, 334–350 (2001)
Madhavan, J., Bernstein, P.A., Rahm, E.: Generic Schema Matching with Cupid. In: Proceedings of the 27th VLDB Conference, pp. 49–58 (2001)
Popa, L., Velegrakis, Y., Miller, R.J., Hernández, M.A., Fagin, R.: Translating Web Data. In: Proceedings of the 28th VLDB Conference, pp. 598–609 (2002)
Halevy, A.Y.: Answering queries using views: A survey. VLDB Journal 10, 270–294 (2001)
McBrien, P., Poulovassilis, A.: A Uniform Approach to Inter-model Transformations. In: Jarke, M., Oberweis, A. (eds.) CAiSE 1999. LNCS, vol. 1626, pp. 333–348. Springer, Heidelberg (1999)
McBrien, P., Poulovassilis, A.: Schema evolution in heterogeneous database architectures, a schema transformation approach. In: Pidduck, A.B., Mylopoulos, J., Woo, C.C., Ozsu, M.T. (eds.) CAiSE 2002. LNCS, vol. 2348, pp. 484–499. Springer, Heidelberg (2002)
Object Management Group: Common Warehouse Metamodel (CWM) Specification Version 1.1 (March 2003)
Schürr, A.: Programmed Graph Replacement Systems. In: Handbook of Graph Grammars and Computing by Graph Transformations, pp. 479–546 (1997)
Schürr, A., Winter, A.W., Zündorf, A.: The PROGRES Approach: Language and Environment. In: Handbook of Graph Grammars and Computing by Graph Transformation, pp. 487–550 (1997)
Göres, J.: Pattern-based Information Integration in Dynamic Environments. In: Proceedings of the 9th International Database Engineering & Applications Symposium (IDEAS 2005), July 25–27, pp. 125–134 (2005)
Bruni, P., Arnaudies, F., Bennett, A., Englert, S., Keplinger, G.: Data Federation with IBM DB2 Information Integrator V8.1, October 16 (2003)
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Göres, J. (2006). Towards Dynamic Information Integration. 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_3
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DOI: https://doi.org/10.1007/11611950_3
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