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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| Author: | Markus EndresGND, Erich Glaser |
|---|---|
| URN: | urn:nbn:de:bvb:384-opus4-494143 |
| Frontdoor URL | https://opus.bibliothek.uni-augsburg.de/opus4/49414 |
| Series (Serial Number): | Reports / Technische Berichte der Fakultät für Angewandte Informatik der Universität Augsburg (2019-01) |
| Publisher: | Institut für Informatik, Universität Augsburg |
| Place of publication: | Augsburg |
| 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 |
