Evaluation of index-based skyline algorithms

  • Skyline queries enable satisfying search results by delivering best matches, even if the filter criteria are conflictive. The result of a Skyline query consists of those objects for which there is no dominating object in the input data set. Algorithms for Skyline computation are often classified into generic and index-based approaches. While there are uncountable papers on the comparison on generic algorithms, there exists only a few publications on the effect of index-based Skyline computation. In this technical report, we evaluate the most recent index-based Skyline algorithms BBS, ZSky, and SkyMap in order to find out which algorithm performs best. We conducted comprehensive experiments on different data sets and present some really unexpected outcomes.

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Metadaten
Author:Markus EndresGND, Erich Glaser
URN:urn:nbn:de:bvb:384-opus4-494143
Frontdoor URLhttps://opus.bibliothek.uni-augsburg.de/opus4/49414
Series (Serial Number):Reports / Technische Berichte der Fakultät für Angewandte Informatik der Universität Augsburg (2019-01)
Type:Report
Language:English
Year of first Publication:2019
Publishing Institution:Universität Augsburg
Release Date:2019/03/05
Pagenumber:20
Institutes:Fakultät für Angewandte Informatik
Fakultät für Angewandte Informatik / Institut für Informatik
Fakultät für Angewandte Informatik / Institut für Informatik / Lehrstuhl für Datenbanken und Informationssysteme
Dewey Decimal Classification:0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme / 004 Datenverarbeitung; Informatik
Licence (German):Deutsches Urheberrecht mit Print on Demand