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» Data Cube Approximation and Histograms via Wavelets
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CIKM
1998
Springer
13 years 9 months ago
Data Cube Approximation and Histograms via Wavelets
Jeffrey Scott Vitter, Min Wang, Balakrishna R. Iye...
SIGMOD
1999
ACM
181views Database» more  SIGMOD 1999»
13 years 9 months ago
Approximate Computation of Multidimensional Aggregates of Sparse Data Using Wavelets
Computing multidimensional aggregates in high dimensions is a performance bottleneck for many OLAP applications. Obtaining the exact answer to an aggregation query can be prohibit...
Jeffrey Scott Vitter, Min Wang
DEXA
2008
Springer
154views Database» more  DEXA 2008»
13 years 6 months ago
Approximate Range-Sum Queries over Data Cubes Using Cosine Transform
In this research, we propose to use the discrete cosine transform to approximate the cumulative distributions of data cube cells' values. The cosine transform is known to have...
Wen-Chi Hou, Cheng Luo, Zhewei Jiang, Feng Yan, Qi...
SIGMOD
1998
ACM
96views Database» more  SIGMOD 1998»
13 years 9 months ago
Wavelet-Based Histograms for Selectivity Estimation
Query optimization is an integral part of relational database management systems. One important task in query optimization is selectivity estimation, that is, given a query P, we ...
Yossi Matias, Jeffrey Scott Vitter, Min Wang
VLDB
2004
ACM
158views Database» more  VLDB 2004»
13 years 10 months ago
REHIST: Relative Error Histogram Construction Algorithms
Histograms and Wavelet synopses provide useful tools in query optimization and approximate query answering. Traditional histogram construction algorithms, such as V-Optimal, optim...
Sudipto Guha, Kyuseok Shim, Jungchul Woo