MASSIVE SIMULATIONS USING MAPREDUCE MODEL
Journal Title: Informatyka Automatyka Pomiary w Gospodarce i Ochronie Środowiska - Year 2015, Vol 5, Issue 4
Abstract
In the last few years cloud computing is growing as a dominant solution for large scale numerical problems. It is based on MapReduce programming model, which provides high scalability and flexibility, but also optimizes costs of computing infrastructure. This paper studies feasibilityof MapReduce model for scientific problems consisting of many independent simulations. Experiment based on variability analysis for simple electro¬magnetic problem with over 10,000 scenarios proves that platform has nearly linear scalability with over 80% of theoretical maximum performance.
Authors and Affiliations
Artur Krupa, Bartosz Sawicki
Keywords
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