Parallel decomposition of relational operations based on fragmented column indices
Vestnik Ûžno-Uralʹskogo gosudarstvennogo universiteta. Seriâ Vyčislitelʹnaâ matematika i informatika, Tome 4 (2015) no. 4, pp. 80-100
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This paper is a continuation and development of the previous our work, where the decompositions of intersection and join operations for columnar indices on the basis of domain-interval fragmentation were proposed. This decomposition allows to organize the parallel execution of relational operations on the distributed columnar indices without massive data exchange between the processor nodes. In this paper the decompositions of the projection, selection, duplicate elimination and union operations are considered. Also, a new kind of columnar indices called columnar hash-indices is introduced. The columnar hash-index can index multiple attributes of a relation. For distributed columnar hash-indices, the decompositions of intersection, union, and natural join operations are considered.
Keywords:
distributed column indices, column hash indices, decomposition of relational operations.
Mots-clés : domain-interval fragmentation
Mots-clés : domain-interval fragmentation
@article{VYURV_2015_4_4_a4,
author = {E. V. Ivanova and L. B. Sokolinskiy},
title = {Parallel decomposition of relational operations based on fragmented column indices},
journal = {Vestnik \^U\v{z}no-Uralʹskogo gosudarstvennogo universiteta. Seri\^a Vy\v{c}islitelʹna\^a matematika i informatika},
pages = {80--100},
publisher = {mathdoc},
volume = {4},
number = {4},
year = {2015},
language = {ru},
url = {http://geodesic.mathdoc.fr/item/VYURV_2015_4_4_a4/}
}
TY - JOUR AU - E. V. Ivanova AU - L. B. Sokolinskiy TI - Parallel decomposition of relational operations based on fragmented column indices JO - Vestnik Ûžno-Uralʹskogo gosudarstvennogo universiteta. Seriâ Vyčislitelʹnaâ matematika i informatika PY - 2015 SP - 80 EP - 100 VL - 4 IS - 4 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/VYURV_2015_4_4_a4/ LA - ru ID - VYURV_2015_4_4_a4 ER -
%0 Journal Article %A E. V. Ivanova %A L. B. Sokolinskiy %T Parallel decomposition of relational operations based on fragmented column indices %J Vestnik Ûžno-Uralʹskogo gosudarstvennogo universiteta. Seriâ Vyčislitelʹnaâ matematika i informatika %D 2015 %P 80-100 %V 4 %N 4 %I mathdoc %U http://geodesic.mathdoc.fr/item/VYURV_2015_4_4_a4/ %G ru %F VYURV_2015_4_4_a4
E. V. Ivanova; L. B. Sokolinskiy. Parallel decomposition of relational operations based on fragmented column indices. Vestnik Ûžno-Uralʹskogo gosudarstvennogo universiteta. Seriâ Vyčislitelʹnaâ matematika i informatika, Tome 4 (2015) no. 4, pp. 80-100. http://geodesic.mathdoc.fr/item/VYURV_2015_4_4_a4/