Iterative Mapreduce MPI Oil Reservoir Simulator
Мадина Мансурова, Darkhan Akhmed-Zaki, Adai Shomanov, Bazargul Matkerim, Yermek Alimzhanov · 2015
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.