Database Evaluation Using Multiple Regression Techniques.

Jane Fedorowicz: Database Evaluation Using Multiple Regression Techniques. SIGMOD Conference 1984: 70-76

@inproceedings{DBLP:conf/sigmod/Fedorowicz84,
  author    = {Jane Fedorowicz},
  editor    = {Beatrice Yormark},
  title     = {Database Evaluation Using Multiple Regression Techniques},
  booktitle = {SIGMOD'84, Proceedings of Annual Meeting, Boston, Massachusetts,
               June 18-21, 1984},
  publisher = {ACM Press},
  year      = {1984},
  pages     = {70-76},
  ee        = {http://doi.acm.org/10.1145/602259.602269, db/conf/sigmod/Fedorowicz84.html},
  crossref  = {DBLP:conf/sigmod/84},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

BibTeX

Abstract

A model of the inverted file of an automated bibliographic system is constructed using the Zipf distribution of word frequency. By ascertaining the parameters of the Zipfian model of the inverted file system, one can estimate the minimum data storage requirements of the database. In addition, given a few additional system parameters, access time for a specified query can be estimated. The estimation procedures are accomplished using logarithmic transformations and multiple regression techniques. This paper introduces the Zipfian models, their regression formulation, and their results and interpretation for application to database evaluation.

Copyright © 1984 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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Beatrice Yormark (Ed.): SIGMOD'84, Proceedings of Annual Meeting, Boston, Massachusetts, June 18-21, 1984. ACM Press 1984 BibTeX , SIGMOD Record 14(2)
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References

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[Cale et al. 79]: Edward G. Cale Jr., Lee L. Gremillion, J. L. McKenney: Price/Performance Patterns of U.S. Computer Systems. Commun. ACM 22(4): 225-232(1979) BibTeX
[Fedorowicz 82a]: ...
[Fedorowicz 82b]: ...
[Fedorowicz 83]: Jane Fedorowicz: Database Performance Evaluation in an Indexed File Environment. ACM Trans. Database Syst. 12(1): 85-110(1987) BibTeX
[Fedorowicz 81]: Jane Fedorowicz: Comments on Price/Performance Patterns of U.S. Computer Systems. Commun. ACM 24(9): 585-586(1981) BibTeX
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[Johnston 72]: ...
[Muntz 78]: Richard R. Muntz: Queueing Networks: A Critique of the State of the Art and Directions for the Future. ACM Comput. Surv. 10(3): 353-359(1978) BibTeX
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[Rose 78]: Clifford A. Rose: A Measurement Procedure for Queueing Network Models of Computer Systems. ACM Comput. Surv. 10(3): 263-280(1978) BibTeX
[Seaman 80]: ...
[Zipf 49]: George Kingsley Zipf: Human Behaviour and the Principle of Least Effort: an Introduction to Human Ecology. Addison-Wesley 1949
BibTeX

Referenced by

Nabil I. Hachem, Chenye Bao, Steve Taylor: Approximate Query Answering In Numerical Databases. SSDBM 1996: 63-73
Chung-Min Chen, Nick Roussopoulos: Adaptive Selectivity Estimation Using Query Feedback. SIGMOD Conference 1994: 161-172
Alfons Kemper, Guido Moerkotte, Michael Steinbrunn: Optimizing Boolean Expressions in Object-Bases. VLDB 1992: 79-90
Richard J. Lipton, Jeffrey F. Naughton, Donovan A. Schneider: Practical Selectivity Estimation through Adaptive Sampling. SIGMOD Conference 1990: 1-11
Michael V. Mannino, Paicheng Chu, Thomas Sager: Statistical Profile Estimation in Database Systems. ACM Comput. Surv. 20(3): 191-221(1988)
Jane Fedorowicz: Database Performance Evaluation in an Indexed File Environment. ACM Trans. Database Syst. 12(1): 85-110(1987)

BibTeX

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