Parallel Implementation of Relational Algebra Operations on a Multi-Comparand Associative Machine

Authors

  • Anna Shmilevna Nepomniaschaya

Keywords:

SIMD architecture, data parallelism, operation of the exact match, associative parallel processor, bit-serial processing, bit-parallel processing, associative parallel algorithm

Abstract

In this paper, we propose a new multi-comparand associative machine (MCA-machine) and its application to relational algebra operations. We first offer a new efficient associative algorithm for the multi-comparand parallel search. It generalizes the Falkoff associative algorithm that performs a parallel search in a matrix based on the exact match with a given pattern. Then we apply the new associative algorithm to implement one group of the relational algebra operations on the MCA-machine. Then, we propose efficient associative algorithms for implementing another group of the relational algebra operations. The proposed algorithms are represented as corresponding procedures for the MCA-machine. We prove their correctness and evaluate their time complexity.

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Author Biography

Anna Shmilevna Nepomniaschaya

Institute of Computational Mathematics and Mathematical Geophysics
Siberian Division of the Russian Academy of Sciences
pr. Lavrentieva 6
630090 Novosibirsk, Russia

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Published

2012-01-26

How to Cite

Nepomniaschaya, A. S. (2012). Parallel Implementation of Relational Algebra Operations on a Multi-Comparand Associative Machine. COMPUTING AND INFORMATICS, 29(3), 467–487. Retrieved from https://www.cai.sk/ojs/index.php/cai/article/view/94