Iterative Mapreduce MPI Oil Reservoir Simulator

Madina Mansurova; Darkhan Akhmed-Zaki; Adai Shomanov; Bazargul Matkerim; Ermek Alimzhanov

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Paper

Iterative Mapreduce MPI Oil Reservoir Simulator

Topics: Cloud Applications; Distributed Architectures; Parallel and High Performance Computing

In Proceedings of the 10th International Conference on Software Engineering and Applications - Volume 0ICSOFT, 456-461, 2015 , Colmar, Alsace, France

Authors: Madina Mansurova ; Darkhan Akhmed-Zaki ; Adai Shomanov ; Bazargul Matkerim and Ermek Alimzhanov

Affiliation: al-Farabi Kazakh National University, Kazakhstan

Keyword(s): MapReduce, MPI, Distributed Parallel Computing, Memory-mapped Files.

Related Ontology Subjects/Areas/Topics: Cloud Applications ; Distributed and Mobile Software Systems ; Distributed Architectures ; Parallel and High Performance Computing ; Software Engineering

Abstract: Paper presents an advanced Iterative MapReduce MPI oil reservoir simulator. First we present an overview of working implementations that make use of the same technologies. Then we define an academic example of numeric problem with an emphasis on its computational features. We present a distributed parallel algorithm of hybrid solution of the problem using MapReduce Hadoop and MPI technologies and describe an improved variant of the algorithm using memory-mapped files.

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Paper citation in several formats:

Mansurova, M.; Akhmed-Zaki, D.; Shomanov, A.; Matkerim, B. and Alimzhanov, E. (2015). Iterative Mapreduce MPI Oil Reservoir Simulator. In Proceedings of the 10th International Conference on Software Engineering and Applications (ICSOFT 2015) - ICSOFT-EA; ISBN 978-989-758-114-4, SciTePress, pages 456-461. DOI: 10.5220/0005559204560461

@conference{icsoft-ea15,
author={Madina Mansurova. and Darkhan Akhmed{-}Zaki. and Adai Shomanov. and Bazargul Matkerim. and Ermek Alimzhanov.},
title={Iterative Mapreduce MPI Oil Reservoir Simulator},
booktitle={Proceedings of the 10th International Conference on Software Engineering and Applications (ICSOFT 2015) - ICSOFT-EA},
year={2015},
pages={456-461},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005559204560461},
isbn={978-989-758-114-4},
}

TY - CONF

JO - Proceedings of the 10th International Conference on Software Engineering and Applications (ICSOFT 2015) - ICSOFT-EA
TI - Iterative Mapreduce MPI Oil Reservoir Simulator
SN - 978-989-758-114-4
AU - Mansurova, M.
AU - Akhmed-Zaki, D.
AU - Shomanov, A.
AU - Matkerim, B.
AU - Alimzhanov, E.
PY - 2015
SP - 456
EP - 461
DO - 10.5220/0005559204560461
PB - SciTePress