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East European Conference on Advances in Databases and Information Systems

ADBIS 2003: Advances in Databases and Information Systems pp 46–60Cite as

An Optimal Divide-Conquer Algorithm for 2D Skyline Queries

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Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2798))

Abstract

Skyline query processing is fundamental to many applications including multi-criteria decision making. In this paper, we will present an optimal algorithm for computing skyline in the two dimensional space. The algorithm has the progressive nature and adopts the divide-conquer paradigm. It can be shown that our algorithm achieves the minimum I/O costs, and is more efficient and scalable than the existing techniques. The experiment results demonstrated that our algorithm greatly improves the performance of the existing techniques.

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References

  1. Borzsonyi, S., Kossmann, D., Stocker, K.: The Skyline Operator. In: International Conference on Data Engineering ICDE (2001)

    Google Scholar 

  2. Beckmann, N., Kriegel, H., Schneider, R., Seeger, B.: The R*-tree: An Efficient and Robust Access Method for Points and Rectangles. SIGMOD (1990)

    Google Scholar 

  3. Ferhatosmanoglu, H., Stanoi, I., Agrawal, D.P., El Abbadi, A.: Constrained Nearest Neighbor Queries. In: Jensen, C.S., Schneider, M., Seeger, B., Tsotras, V.J. (eds.) SSTD 2001. LNCS, vol. 2121, p. 257. Springer, Heidelberg (2001)

    Chapter  Google Scholar 

  4. Gaede, V., Gunther, O.: Multidimentional Access Methods. Computing Surveys 30(2), 170–231 (1998)

    Article  Google Scholar 

  5. Hjaltason, G., Samet, H.: Distance Browsing in Spatial Databases. ACM TODS 24(2), 265–318 (1999)

    Article  Google Scholar 

  6. Kung, H.T., Luccio, F., Preparata, F.P.: On finding the maximum of a set of vectors. Journal of the ACM 22(4), 469–476 (1975)

    Article  MATH  MathSciNet  Google Scholar 

  7. Kossmann, D., Ramsak, F., Rost, S.: Shooting Stars in the Sky: An Online Algorithm for Skyline Queries. VLDB 2002 (2002)

    Google Scholar 

  8. Hadjieleftheriou, M.: Spatial Index Library (2002), http://www.cs.ucr.edu/marioh/spatialindex/index.html

  9. Preparata, F.P., Shamos, M.I.: Computational Geometry: An Introduction. Springer, New York (1985)

    Google Scholar 

  10. Papadias, D., Tao, Y., Fu, G., Seeger, B.: An Optimal Progressive Alogrithm for Skyline Queries. SIGMOD (2003)

    Google Scholar 

  11. Roussopoulos, N., Kelly, S., Vincent, F.: Nearest Neighbor Queries. SIGMOD (1995)

    Google Scholar 

  12. Steuer, R.: Multiple Criteria Optimization. Wiley, New York (1986)

    MATH  Google Scholar 

  13. Tan, K.L., Eng, P.K., Ooi, B.C.: Efficient Progressive Skyline Computation. In: VLDB (2001)

    Google Scholar 

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Author information

Authors and Affiliations

  1. School of Computer Science & Engineering, University of New South Wales, Sydney, NSW 2052, Australia

    Hai-Xin Lu, Yi Luo & Xuemin Lin

Authors
  1. Hai-Xin Lu
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  2. Yi Luo
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  3. Xuemin Lin
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Editor information

Editors and Affiliations

  1. Institute of Informatics Problems, Russian Academy of Science,  

    Leonid Kalinichenko

  2. Institute of Computer Science III, University of Bonn, Roemerstr. 164, D-53117, Bonn, Germany

    Rainer Manthey

  3. Institute of Computer Science and Applied Mathematics, Christian-Albrechts-University of Kiel, Olshausenstr. 40, 24098, Kiel, Germany

    Bernhard Thalheim

  4. Department of InformationTechnology/Mathematics, University ofApplied Sciences, Friedrich-List-Platz 1, 01069, Dresden, Germany

    Uwe Wloka

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© 2003 Springer-Verlag Berlin Heidelberg

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Lu, HX., Luo, Y., Lin, X. (2003). An Optimal Divide-Conquer Algorithm for 2D Skyline Queries. In: Kalinichenko, L., Manthey, R., Thalheim, B., Wloka, U. (eds) Advances in Databases and Information Systems. ADBIS 2003. Lecture Notes in Computer Science, vol 2798. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-39403-7_6

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  • DOI: https://doi.org/10.1007/978-3-540-39403-7_6

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-20047-5

  • Online ISBN: 978-3-540-39403-7

  • eBook Packages: Springer Book Archive

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