A PARALLEL SCHEME USING THE DIVIDE-AND-CONQUER METHOD

Citation
Q. Yang et al., A PARALLEL SCHEME USING THE DIVIDE-AND-CONQUER METHOD, DISTRIBUTED AND PARALLEL DATABASES, 5(4), 1997, pp. 405-438
Citations number
44
Categorie Soggetti
Computer Sciences, Special Topics","Computer Science Theory & Methods","Computer Science Information Systems
ISSN journal
09268782
Volume
5
Issue
4
Year of publication
1997
Pages
405 - 438
Database
ISI
SICI code
0926-8782(1997)5:4<405:APSUTD>2.0.ZU;2-1
Abstract
A parallel scheme using the divide-and-conquer method is developed. Th is partitions the input set of a problem into subsets, computes a part ial result from each subset, and finally employs a merging function to obtain the final answer. Based on a linear recursive program as a too l for formalism, a precise characterization for problems to be paralle lized by the divide-and-conquer method is obtained. The performance of the parallel scheme is analyzed, and a necessary and sufficient condi tion to achieve linear speedup is obtained. The parallel scheme is gen eralized to include parameters, and a real application, the fuzzy join problem, is discussed in detail using the generalized scheme.