Practical Selectivity Estimation through Adaptive Sampling.

@inproceedings{DBLP:conf/sigmod/LiptonNS90,
  author    = {Richard J. Lipton and
               Jeffrey F. Naughton and
               Donovan A. Schneider},
  editor    = {Hector Garcia-Molina and
               H. V. Jagadish},
  title     = {Practical Selectivity Estimation through Adaptive Sampling},
  booktitle = {Proceedings of the 1990 ACM SIGMOD International Conference on
               Management of Data, Atlantic City, NJ, May 23-25, 1990},
  publisher = {ACM Press},
  year      = {1990},
  pages     = {1-11},
  ee        = {http://doi.acm.org/10.1145/93597.93611, db/conf/sigmod/LiptonNS90.html},
  crossref  = {DBLP:conf/sigmod/90},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

Abstract

Copyright © 1990 by the ACM, Inc., used by permission. Permission to make digital or hard copies is granted provided that copies are not made or distributed for profit or direct commercial advantage, and that copies show this notice on the first page or initial screen of a display along with the full citation.

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References

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[LN89]

Richard J. Lipton, Jeffrey F. Naughton: Estimating the Size of Generalized Transitive Closures. VLDB 1989: 165-171 BibTeX

[LN90]

Richard J. Lipton, Jeffrey F. Naughton: Query Size Estimation by Adaptive Sampling. PODS 1990: 40-46 BibTeX

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...

[Lyn88]

Clifford A. Lynch: Selectivity Estimation and Query Optimization in Large Databases with Highly Skewed Distribution of Column Values. VLDB 1988: 240-251 BibTeX

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Michael V. Mannino, Paicheng Chu, Thomas Sager: Statistical Profile Estimation in Database Systems. ACM Comput. Surv. 20(3): 191-221(1988) BibTeX

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M. Muralikrishna, David J. DeWitt: Equi-Depth Histograms For Estimating Selectivity Factors For Multi-Dimensional Queries. SIGMOD Conference 1988: 28-36 BibTeX

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Anthony Y. Montgomery, Daryl J. D'Souza, S. B. Lee: The Cost of Relational Algebraic Operations on Skewed Data: Estimates and Experiments. IFIP Congress 1983: 235-241 BibTeX

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[OR86]

Frank Olken, Doron Rotem: Simple Random Sampling from Relational Databases. VLDB 1986: 160-169 BibTeX

[OR89]

Frank Olken, Doron Rotem: Random Sampling from B+ Trees. VLDB 1989: 269-277 BibTeX

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Gregory Piatetsky-Shapiro, Charles Connell: Accurate Estimation of the Number of Tuples Satisfying a Condition. SIGMOD Conference 1984: 256-276 BibTeX

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Patricia G. Selinger, Morton M. Astrahan, Donald D. Chamberlin, Raymond A. Lorie, Thomas G. Price: Access Path Selection in a Relational Database Management System. SIGMOD Conference 1979: 23-34 BibTeX

Referenced by

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2. Dimitrios Gunopulos, George Kollios, Vassilis J. Tsotras, Carlotta Domeniconi: Approximating Multi-Dimensional Aggregate Range Queries over Real Attributes. SIGMOD Conference 2000: 463-474
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27. Jason Tsong-Li Wang, Gung-Wei Chirn, Thomas G. Marr, Bruce A. Shapiro, Dennis Shasha, Kaizhong Zhang: Combinatorial Pattern Discovery for Scientific Data: Some Preliminary Results. SIGMOD Conference 1994: 115-125
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43. Wen-Chi Hou, Gultekin Özsoyoglu, Erdogan Dogdu: Error-Constraint COUNT Query Evaluation in Relational Databases. SIGMOD Conference 1991: 278-287
44. Frédéric Andrès, Michel Couprie, Yann Viémont: A Multi-Environment Cost Evaluator for Parallel Database Systems. DASFAA 1991: 126-135
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