Publications
Talk · International Conference on Software Engineering and Applications · January 1, 2015
Iterative Mapreduce MPI Oil Reservoir Simulator
Мадина Мансурова, Darkhan Akhmed-Zaki, Adai Shomanov, Bazargul Matkerim, Yermek Alimzhanov
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.
Parallel Computing and Optimization TechniquesCloud Computing and Resource ManagementDistributed and Parallel Computing Systemsoil reservoir simulationiterative solversMapReduce
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