Title :
TOP-SKY: Top-down algorithm for computing the skycube
Author :
Brahimi, Samiha ; Kholladi, Mohamed-Khireddine ; Hamerelain, Amina
Author_Institution :
Mise Lab., Univ. Mentoury of Constantine, Constantine, Algeria
Abstract :
It is a big pleasure for the user to find the result of its skyline query without waiting for its processing; this can be realized by getting a saved version of this query. This paper focuses on the pre-computation of the skylines of all possible nonempty subsets of a given set of dimensions, what we call the skycube. We develop an efficient top-down approach called TOP-SKY for the skycube computation which derives the skyline objects from one of the subspace´s parents adopting some techniques that help to achieve a better performance. In order to evaluate the effectiveness of the approach, TOP-SKY has been compared with the best algorithm in our knowledge Orion and with computing the cuboids of the skycube individually using BNL algorithm.
Keywords :
graph theory; query processing; BNL algorithm; TOP-SKY; block-nested-loop algorithm; knowledge Orion; skycube; skyline objects; skyline precomputation; skyline query; subspace parents; top-down algorithm; top-down approach; Erbium; Top-down; queries´ optimization; skycube; skyline processing;
Conference_Titel :
Programming and Systems (ISPS), 2013 11th International Symposium on
Conference_Location :
Algiers
Print_ISBN :
978-1-4799-1152-3
DOI :
10.1109/ISPS.2013.6581483