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A Dynamic Load Balancing Technique for Parallel Execution of Structured Grid Models

Authors :
William Spataro
Alessio De Rango
Donato D'Ambrosio
Rocco Rongo
Andrea Giordano
Source :
Lecture Notes in Computer Science ISBN: 9783030390808, NUMTA(1)
Publication Year :
2020
Publisher :
Springer International Publishing, 2020.

Abstract

Partitioning computational load over different processing elements is a crucial issue in parallel computing. This is particularly relevant in the case of parallel execution of structured grid computational models, such as Cellular Automata (CA), where the domain space is partitioned in regions assigned to the parallel computing nodes. In this work, we present a dynamic load balancing technique that provides for performance improvements in structured grid model execution on distributed memory architectures. First tests implemented using the MPI technology have shown the goodness of the proposed technique in sensibly reducing execution times with respect to not-balanced parallel versions.

Details

ISBN :
978-3-030-39080-8
ISBNs :
9783030390808
Database :
OpenAIRE
Journal :
Lecture Notes in Computer Science ISBN: 9783030390808, NUMTA(1)
Accession number :
edsair.doi...........e834b63be24be696f4f1b18c69568c9f
Full Text :
https://doi.org/10.1007/978-3-030-39081-5_25