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Data Warehouses Federation as a Single Data Warehouse

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 9875))

Abstract

In this paper author presents an experiment, which shows that it is possible to form a federation of data warehouses that may simulate effectively one, “super” data warehouse. There is no need to create complete ETL tool to load data from source data warehouses into one, dedicated data warehouse. Good relations between global schema and local schemas extracted during schema integration are indispensable to create an effective federation.

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References

  1. Berger, S., Schrefl, M.: From federated databases to a federated data warehouse system. In: Proceedings of the 41st Annual Hawaii International Conference on System Sciences, HICSS 2008, pp. 394–404 (2008)

    Google Scholar 

  2. Dong, X.L., Berti-Equille, L., Srivastava, D.: Data fusion: resolving conflicts from multiple sources. In: Wang, J., Xiong, H., Ishikawa, Y., Xu, J., Zhou, J. (eds.) WAIM 2013. LNCS, vol. 7923, pp. 64–76. Springer, Heidelberg (2013)

    Chapter  Google Scholar 

  3. Fan, W., Lu, H., Madnick, S.E., Cheung, D.: Discovering and reconciling value conflicts for numerical data integration. Inf. Syst. 26(8), 635–656 (2001)

    Article  MATH  Google Scholar 

  4. Jindal, R., Acharya, A.: Federated data warehouse architecture. White paper, Wipro Technologies (2003)

    Google Scholar 

  5. Kern, R., Ryk, K., Nguyen, N.T.: A framework for building logical schema and query decomposition in data warehouse federations. In: Jedrzejowicz, P., Nguyen, N.T., Hoang, K. (eds.) ICCCI 2011, Part I. LNCS, vol. 6922, pp. 612–622. Springer, Heidelberg (2011)

    Google Scholar 

  6. Kern, R., Stolarczyk, T., Nguyen, N.T.: A formal framework for query decomposition and knowledge integration in data warehouse federations. Expert Syst. Appl. 40(7), 2592–2606 (2013)

    Article  Google Scholar 

  7. Kern, R., Dobrowolski, G., Nguyen, N.T.: A method for response integration in federated data warehouses. In: Camacho, D., Kim, S.-W., Trawiński, B. (eds.) New Trends in Computational Collective Intelligence. Studies in Computational Intelligence, vol. 572, pp. 63–73. Springer, Switzerland (2015)

    Google Scholar 

  8. Lenzerini, M.: Data integration: a theoretical perspective. In: Proceedings of the Twentyfirst ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, PODS 2002, pp. 233–246 (2002)

    Google Scholar 

  9. Motro, A., Anokhin, P.: Fusionplex: resolution of data inconsistencies in the integration of heterogeneous information sources. Inf. Fusion 7(2), 176–196 (2006)

    Article  Google Scholar 

  10. Nguyen, N.T.: Advanced Methods for Inconsistent Knowledge Management. Advanced Information and Knowledge Processing. Springer, New York (2007)

    Google Scholar 

  11. Chau, V.T.N., Nguyen Hua Phung, V., Tran, T.N.: Making kernel-based vector quantization robust and effective for incomplete educational data clustering. Vietnam J. Comput. Sci. 3(2), 93–102 (2016)

    Article  Google Scholar 

  12. Waddington, R.: An Architected Approach to Integrated Information. White paper, Kalido (2004)

    Google Scholar 

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Correspondence to Rafał Kern .

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© 2016 Springer International Publishing Switzerland

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Kern, R. (2016). Data Warehouses Federation as a Single Data Warehouse. In: Nguyen, NT., Iliadis, L., Manolopoulos, Y., Trawiński, B. (eds) Computational Collective Intelligence. ICCCI 2016. Lecture Notes in Computer Science(), vol 9875. Springer, Cham. https://doi.org/10.1007/978-3-319-45243-2_33

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  • DOI: https://doi.org/10.1007/978-3-319-45243-2_33

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-45242-5

  • Online ISBN: 978-3-319-45243-2

  • eBook Packages: Computer ScienceComputer Science (R0)

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