Top-k spatial joins

IEEE Transactions on Knowledge and Data Engineering

Volumn 17, Issue 4, 2005, Pages 567-578

  Zhu, Manli ^a   Papadias, Dimitris ^a   Zhang, Jun ^b   Lee, Dik Lun ^a  

^a HONG KONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Hong Kong)

^b NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

Database; Spatial database; Spatial joins

Indexed keywords

ALGORITHMS; NUMBER THEORY; OPTIMIZATION; PROBLEM SOLVING; SET THEORY;

CARDINALITIES; PARTITION; SPATIAL DATABASES; SPATIAL JOINS;

DATABASE SYSTEMS;

EID: 17044386180     PISSN: 10414347     EISSN: None     Source Type: Journal    
DOI: 10.1109/TKDE.2005.65     Document Type: Article

References (35)

1. L. Arge, O. Procopiuc, S. Ramaswamy, T. Suel, and J. Vitter, "Scalable Sweeping-Based Spatial Join," Proc. 24th Int'l Conf. Very Large Data Bases (VLDB), 1998.
2. N. Beckmann, H. Kriegel, R. Schneider, and B. Seeger, "The R*-Tree: An Efficient and Robust Access Method for Points and Rectangles," Proc. ACM SIGMOD, 1990.
3. S. Berchtold, D. Keim, and H. Kriegel, "The X-Tree: An Index Structure for High-Dimensional Data," Proc. 22nd Int'l Conf. Very Large Databases (VLDB), 1996.
4. B. Boehm, B. Braunmuller, F. Krebs, and H. Kriegel, "Epsilon Grid Order: An Algorithm for the Similarity Join on Massive High Dimensional Data," Proc. ACM SIGMOD, 2001.
5. T. Brinkhoff, H.P. Kriegel, and B. Seeger, "Efficient Processing of Spatial Joins Using R-Trees," Proc. ACM SIGMOD, 1993.
6. A. Corral, Y. Manolopoulos, Y. Theodoridis, and M. Vassilakopoulos, "Closest Pair Queries in Spatial Databases," Proc. ACM SIGMOD, 2000.
7. M. Denny, M. Franklin, P. Castro, and A. Purakayastha, "Mobiscope: A Scalable Spatial Discovery Service for Mobile Network Resources," Proc. Fourth Int'l Conf. Mobile Data Management (MDM), 2003.
8. S. Govindarajan, P. Agarwal, and L. Arge, "CRB-Tree: An Efficient Indexing Scheme for Range Aggregate Queries," Proc. Int'l Conf. Database Theory (ICDT), 2003.
9. A. Guttman, "R-Trees: A Dynamic Index Structure for Spatial Searching," Proc. ACM SIGMOD, 1984.
10. G. Hjaltason and H. Samet, "Incremental Distance Join Algorithms for Spatial Databases," Proc. ACM SIGMOD, 1998.
11. G. Hjaltason and H. Samet, "Distance Browsing in Spatial Databases," ACM Trans. Database Systems, vol. 24, no. 2, pp. 265-318, 1999.
12. Y. Huang, N. Jing, and E. Rundensteiner, "Spatial Joins Using R-Trees: Breadth First Traversal with Global Optimizations," Proc. 23rd Int'l Conf. Very Large Data Bases, 1997.
13. I. Hyas, W. Aref, and A. Elmagarmid, "Supporting Top-k Join Queries in Relational Databases," Proc. 29th Int'l Conf. Very Large Data Bases, 2003.
14. M. Jurgens and H. Lenz, "PISA: Performance Models for Index Structures with and without Aggregated Data," Proc. 11th Int'l Conf. Scientific and Statistical Database Management (SSDBM), 1999.
15. N. Koudas and K. Sevcik, "Size Separation Spatial Join," Proc. ACM SIGMOD, 1997.
16. M.-L. Lo and C. Ravishankar, "Spatial Joins Using Seeded Trees," Proc. ACM SIGMOD, 1994.
17. M.-L. Lo and C. Ravishankar, "Spatial Hash-Joins," Proc. ACM SIGMOD, 1996.
18. G. Luo, J. Naughton, and C. Ellman, "A Non-Blocking Parallel Spatial Join Algorithm," Proc. IEEE Int'l Conf. Data Eng., 2002.
19. N. Mamoulis and D. Papadias, "Multiway Spatial Joins," ACM Trans. Database Systems, vol. 26, no. 4, pp. 424-475, 2001.
20. N. Mamoulis and D. Papadias, "Slot Index Spatial Join," IEEE Trans. Knowledge and Data Eng., vol. 15, no. 1, pp. 211-231, 2003.
21. M. Mokbel, W. Aref, and I. Kamel, "Performance of Multidimensional Space-Filling Curves," Proc. 10th ACM Int'l Symp. Advances in Geographic Information Systems, 2002.
22. A. Natsev, Y. Chang, J. Smith, C. Li, and J. Vitter, "Supporting Incremental Join Queries on Ranked Inputs," Proc. 27th Int'l Conf. Very Large Data Bases, 2001.
23. J. Orenstein, "Spatial Query Processing in an Object-Oriented Database System," Proc. ACM SIGMOD, 1986.
24. D. Papadias, P. Kalnis, J. Zhang, and Y. Tao, "Efficient OLAP Operations in Spatial Data Warehouses," Proc. Seventh Int'l Symp. Spatial and Temporal Databases (SSTD), 2001.
25. A.N. Papadopoulos, P. Rigaux, and M. Scholl, "A Performance Evaluation of Spatial Join Processing Strategies," Proc. Sixth Int'l Symp. Spatial Databases, 1999.
26. J.M. Patel and D.J. DeWitt, "Partition Based Spatial-Merge Join," Proc. ACM SIGMOD, 1996.
27. D. Rotem, "Spatial Join Indices," Proc. IEEE Int'l Conf. Data Eng., 1991.
28. N. Roussopoulos, S. Kelly, and F. Vincent, "Nearest Neighbor Queries," Proc. ACM SIGMOD, 1995.
29. Rtree portal, http://www.rtreeportal.org, 2003.
30. S. Saltenis, C. Jensen, S. Leutenegger, and M. Lopez, "Indexing the Positions of Continuously Moving Objects," Proc. ACM SIGMOD, 2000.
31. +-tree: A Dynamic Index for Multidimensional Objects," Proc. 13th Int'l Conf. Very Large Data Bases, 1987.
32. J. Shan, D. Zhang, and B. Salzberg, "On Spatial-Range Closest-Pair Query," Proc. Ninth Int'l Symp. Spatial and Temporal Databases, 2003.
33. S.Y. Shou, N. Mamoulis, H. Cao, D. Papadias, and D. Cheung, "Evaluation of Iceberg Distance Joins," Proc. Ninth Int'l Symp. Spatial and Temporal Databases, 2003.
34. Y. Tao and D. Papadias, "Range Aggregate Processing in Spatial Databases," IEEE Trans. Knowledge and Data Eng., to appear and available at: www.cs.ust.hk/~dimitris/.
35. D. Zhang, V. Tsotras, and D. Gunopulos, "Efficient Aggregation over Objects with Extent," Proc. 21st ACM SIGMOD-SIGACT-SIGART Symp. Principles of Database Systems, 2002.