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Minimizing View Sets without Losing Query-Answering Power

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Database Theory — ICDT 2001 (ICDT 2001)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 1973))

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Abstract

The problem of answering queries using views has been studied extensively due to its relevance in a wide variety of data-management applications. In these applications, we often need to select a subset of views to maintain due to limited resources. In this paper, we show that traditional query containment is not a good basis for deciding whether or not a view should be selected. Instead, we should minimize the view set without losing its query-answering power. To formalize this notion, we first introduce the concept of “p-containment.” That is, a view set V is p-contained in another view set W, if W can answer all the queries that can be answered by V. We show that p-containment and the traditional query containment are not related. We then discuss how to minimize a view set while retaining its query-answering power. We develop the idea further by considering p-containment of two view sets with respect to a given set of queries, and consider their relationship in terms of maximally-contained rewritings of queries using the views.

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References

  1. S. Abiteboul and O. M. Duschka. Complexity of answering queries using materialized views. In PODS, pages 254–263, 1998.

    Google Scholar 

  2. F. N. Afrati, M. Gergatsoulis, and T. G. Kavalieros. Answering queries using materialized views with disjunctions. In ICDT, pages 435–452, 1999.

    Google Scholar 

  3. D. Calvanese, G. D. Giacomo, M. Lenzerini, and M. Y. Vardi. Query answering using views for data integration over the Web. WebDB, pages 73–78, 1999.

    Google Scholar 

  4. D. Calvanese, G. D. Giacomo, M. Lenzerini, and M. Y. Vardi. What is view-based query rewriting. In KRDB, 2000.

    Google Scholar 

  5. S. Ceri and J. Widom. Deriving production rules for incremental view maintenance. In Proc. of VLDB, 1991.

    Google Scholar 

  6. A. K. Chandra and P. M. Merlin. Optimal implementation of conjunctive queries in relational data bases. STOC, pages 77–90, 1977.

    Google Scholar 

  7. R. Chirkova and M. R. Genesereth. Linearly bounded reformulations of conjunctive databases. DOOD, 2000.

    Google Scholar 

  8. J. Cho and H. Garcia-Molina. Synchronizing a database to improve freshness. SIGMOD, 2000.

    Google Scholar 

  9. O. M. Duschka. Query planning and optimization in information integration. Ph.D. Thesis, Computer Science Dept., Stanford Univ., 1997.

    Google Scholar 

  10. O. M. Duschka and M. R. Genesereth. Answering recursive queries using views. In PODS, pages 109–116, 1997.

    Google Scholar 

  11. D. Florescu, A. Y. Levy, D. Suciu, and K. Yagoub. Optimization of run-time management of data intensive web-sites. In Proc. of VLDB, pages 627–638, 1999.

    Google Scholar 

  12. G. Grahne and A. O. Mendelzon. Tableau techniques for querying information sources through global schemas. In ICDT, pages 332–347, 1999.

    Google Scholar 

  13. S. Grumbach and L. Tininini. On the content of materialized aggregate views. In PODS, pages 47–57, 2000.

    Google Scholar 

  14. J. Hammer, H. Garcia-Molina, J. Widom, W. Labio, and Y. Zhuge. The Stan ford Data Warehousing Project. In IEEE Data Eng. Bulletin, Special Issue on Materialized Views and Data Warehousing, 1995.

    Google Scholar 

  15. W. H. Inmon and C. Kelley. Rdb/VMS: Developing the Data Warehouse. QED Publishing Group, Boston, Massachussetts, 1993.

    Google Scholar 

  16. A. Levy. Answering queries using views: A survey. Technical report, Computer Science Dept., Washington Univ., 2000.

    Google Scholar 

  17. A. Y. Levy, A. O. Mendelzon, Y. Sagiv, and D. Srivastava. Answering queries using views. In PODS, pages 95–104, 1995.

    Google Scholar 

  18. A. Y. Levy, A. Rajaraman, and J. J. Ordille. Querying heterogeneous information sources using source descriptions. In Proc. of VLDB, pages 251–262, 1996.

    Google Scholar 

  19. C. Li, M. Bawa, and J. D. Ullman. Minimizing view sets without losing query-answering power (extended version). Technical report, Computer Science Dept., Stanford Univ., http://dbpubs.stanford.edu:8090/pub/2001-1, 2000.

  20. P. Mitra. An algorithm for answering queries effciently using views. In Technical Report, Stanford University, 1999.

    Google Scholar 

  21. R. Pottinger and A. Levy. A scalable algorithm for answering queries using views. In Proc. of VLDB, 2000.

    Google Scholar 

  22. X. Qian. Query folding. In ICDE, pages 48–55, 1996.

    Google Scholar 

  23. Y. Sagiv and M. Yannakakis. Equivalences among relational expressions with the union and difference operators. Journal of the ACM, 27(4):633–655, 1980.

    Article  MATH  MathSciNet  Google Scholar 

  24. J. D. Ullman. Information integration using logical views. In ICDT, pages 19–40, 1997.

    Google Scholar 

  25. J. Widom. Research problems in data warehousing. In Proc. of the Intl. Conf. on Information and Knowledge Management, 1995.

    Google Scholar 

  26. G. Wiederhold. Mediators in the architecture of future information systems. IEEE Computer, 25(3):38–49, 1992.

    Google Scholar 

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Li, C., Bawa, M., Ullman, J.D. (2001). Minimizing View Sets without Losing Query-Answering Power. In: Van den Bussche, J., Vianu, V. (eds) Database Theory — ICDT 2001. ICDT 2001. Lecture Notes in Computer Science, vol 1973. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-44503-X_7

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  • DOI: https://doi.org/10.1007/3-540-44503-X_7

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  • Print ISBN: 978-3-540-41456-8

  • Online ISBN: 978-3-540-44503-6

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