Breaking the curse of cardinality on bitmap indexes

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5069 LNCS, Issue , 2008, Pages 348-365

  Wu, Kesheng ^a   Stockinger, Kurt ^a   Shoshani, Arie ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADMINISTRATIVE DATA PROCESSING; BINS; CANNING; DATA PROCESSING; DATA STRUCTURES; DATABASE SYSTEMS; FILE ORGANIZATION; INDEXING (OF INFORMATION); MANAGEMENT INFORMATION SYSTEMS; QUERY PROCESSING; SPEED; STATISTICAL METHODS;

BITMAP INDEXES; BITMAPS; CARDINALITIES; CARDINALITY; DATA WAREHOUSING; DATABASE MANAGEMENT; I/O OPERATIONS; INDEX STRUCTURES; INTERNATIONAL CONFERENCES; RANGE QUERIES; SCIENTIFIC APPLICATIONS;

DATA REDUCTION;

EID: 49049105204     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-69497-7_23     Document Type: Conference Paper

References (26)

1. Berchtold, S., Böhm, C., Kriegal, H.P.: The pyramid-technique: Towards breaking the curse of dimensionality. SIGMOD Record 27(2), 142-153 (1998)
2. O'Neil, P.: Model 204 architecture and performance. In: Second International Workshop in High Performance Transaction Systems. Springer, Heidelberg (1987)
3. O'Neil, P., Quass, D.: Improved query performance with variant indices. In: SIGMOD. ACM Press, New York (1997)
4. Wu, K., Otoo, E.J., Shoshani, A.: On the performance of bitmap indices for high cardinality attributes. In: VLDB, pp. 24-35. Morgan Kaufmann, San Francisco (2004)
5. Wu, K., Otoo, E., Shoshani, A.: A performance comparison of bitmap indices. In: CIKM. ACM Press, New York (2001)
6. Lewis, J.: Bitmap indexes - part 1: Understanding bitmap indexes (2006), http://www.dbazine.com/oracle/or-articles/jlewis3
7. Koudas, N.: Space efficient bitmap indexing. In: CIKM. ACM Press, New York (2000)
8. Shoshani, A., Bernardo, L.M., Nordberg, H., Rotem, D., Sim, A.: Multidimensional indexing and query coordination for tertiary storage management. In: SSDBM, pp. 214-225 (1999)
9. Stockinger, K., Duellmann, D., Hoschek, W., Schikuta, E.: Improving the performance of high-energy physics analysis through bitmap indices. In: DEXA. Springer, Heidelberg (2000)
10. Wu, K.L., Yu, P.: Range-based bitmap indexing for high cardinality attributes with skew. Technical Report RC 20449, IBM Watson Research, New York (1996)
11. Johnson, T.: Performance Measurements of Compressed Bitmap Indices. In: VLDB. Morgan Kaufmann, San Francisco (1999)
12. Antoshenkov, G.: Byte-aligned Bitmap Compression. Technical report, Oracle Corp. U.S. Patent number 5,363,098 (1994)
13. Wu, K., Otoo, E., Shoshani, A.: Optimizing bitmap indices with efficient compression. ACM Transactions on Database Systems 31, 1-38 (2006)
14. Comer, D.: The ubiquitous B-tree. Computing Surveys 11(2), 121-137 (1979)
15. Wu, K., Otoo, E.J., Shoshani, A.: Compressing bitmap indexes for faster search operations. In: SSDBM, pp. 99-108 (2002)
16. Wong, H.K.T., Liu, H.F., Olken, F., Rotem, D., Wong, L.: Bit transposed files. In: Proceedings of VLDB 1985, pp. 448-457. Stockholm (1985)
17. Chan, C.Y., Ioannidis, Y.E.: Bitmap Index Design and Evaluation. In: SIGMOD. ACM Press, New York (1998)
18. Chan, C.Y., Ioannidis, Y.E.: An Efficient Bitmap Encoding Scheme for Selection Queries. In: SIGMOD. ACM Press, New York (1999)
19. Rotem, D., Stockinger, K., Wu, K.: Minimizing I/O costs of multi-dimensional queries with bitmap indices. In: SSDBM. IEEE, Los Alamitos (2006)
20. Rotem, D., Stockinger, K., Wu, K.: Optimizing candidate check costs for bitmap indices. In: CIKM. ACM Press, New York (2005)
21. Gray, J., Liu, D.T., Nieto-Santisteban, M., Szalay, A., DeWitt, D., Heber, G.: Scientific data management in the coming decade. CTWatch Quarterly (2005)
22. Stonebraker, M., et al.: C-store: A column-oriented dbms. In: VLDB, pp. 553-564 (2005)
23. Boncz, P.A., Zukowski, M., Nes, N.: Monetdb/x100: Hyper-pipelining query execution. In: CIDR, pp. 225-237 (2005)
24. Golub, G.H., van Loan, C.F.: Matrix Computations, 3rd edn. The Johns Hopkins University Press (1996)
25. Thaper, N., Guha, S., Indyk, P., Koudas, N.: Dynamic multidimensional histograms. In: SIGMOD, pp. 428-439. ACM, New York (2002)
26. O'Neil, E., O'Neil, P., Wu, K.: Bitmap index design choices and their performance implications. In: IDEAS, pp. 72-84 (2007)