Exploiting temporal correlation in temporal data warehouses

Lecture Notes in Computer Science

Volumn 3453, Issue , 2005, Pages 662-674

  Feng, Ying ^a   Li, Hua Gang ^a   Agrawal, Divyakant ^a   El Abbadi, Amr ^a  

^a Santa Barbara   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; CORRELATION THEORY; DATA REDUCTION; INDEXING (OF INFORMATION); INFORMATION RETRIEVAL; QUERY LANGUAGES; TREES (MATHEMATICS);

DATA POINTS; DATASETS; TEMPORAL CORRELATIONS; TIME-RELATED DIMENSIONS;

DATA WAREHOUSES;

EID: 24644494836     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11408079_61     Document Type: Conference Paper

References (14)

1. N. Beckmann, H. Kriegel, R. Schneider, and B. Seeger. The r* -tree: An efficient and robust access method for points and rectangles. In Proc. Int. Conf. on Management of Data (SIGMOD), pages 322-331, 1900.
2. P. J. Brockwell and R. A. Davis. Introduction to Time Series and Forecasting. Springer, 2002.
3. C.-Y. Chan and Y.E. Ioannidis. Hierarchical cubes for range-sum queries. In Proc. Int. Conf. on Very Large Data Bases (VLDB), pages 675-686, 1999.
4. Yixin Chen, Guozhu Dong, Jiawei Han, Benjamin W. Wah, and Jianyong Wang. Multi-dimensional regression analysis of time-series data streams. In Proc. Int. Conf. on Very Large Data Bases (VLDB), pages 323-334, 2002.
5. Marios Hadjieleftheriou. C++/java spatial index library. http://www.cs.ucr.edu/marioh/spatialindex/index.html, 2004.
6. C. Ho, R. Agrawal, N. Megiddo, and R. Srikant. Range queries in olap data cubes. In Proc. Int. Conf. on Management of Data (SIGMOD), pages 73-88, 1997.
7. C. S. Jensen and et al. Temporal Databases - Research and Practice, volume 1399 of LNCS, chapter The Consensus Glossary of Temporal Database Concepts, pages 367-405. Springer Verlag, 1998.
8. Hua-Gang Li, Divyakant Agrawal, Amr El Abbadi, and Mirek Riedewald. Exploiting the multi-append-only-trend property of historical data in data warehouses. In Proc. Int. Symp. on Spatial and Temporal Databases (SSTD03), pages 179-198, 2003.
9. M. Riedewald, D. Agrawal, and A. El Abbadi. Efficient integration and aggregation of historical information. In Proc. ACM SIGMOD Int. Conf. on Management of Data, pages 13-24, 2002.
10. Yufei Tao, Dimitris Papadias, and Christos Faloutsos. Approximate tempral aggregation. In Proc. Int. Conf. on Data Engineering (ICDE), 2004.
11. Jun Yang. Temporal Data Warehousing. PhD thesis, Stanford University, 2001.
12. Jun Yang and Jeniffer Widom. Incremental computation and maintenance of temporal aggregates. In Proc. Int. Conf. on Data Engineering (ICDE), 2001.
13. Donghui Zhang, Alexander Markowetz, Vassilis J. Tsotras, Dimitrios Gunopulos, and Bernhard Seeger. Efficient computation of temporal aggregates with range predicates. In Proc. Int. Conf. on Principles of Database Systems(PODS), 2001.
14. Y. Zhao, P. M. Deshpande, and J. F. Naughton. An array-based algorithm for simultaneous multidimensional aggregates. In Proc. Int. Conf. on Management of Data (SIGMOD), pages 150-170, 1997.