Title: Applying MDA to Generate Hadoop Based Scientific Computing Applications
Abstract: The paper presents an attempt to develop and deploy a functioning MDA (Model-Driven Architecture) model of a distributed scientific application. The main focus is a problem of modeling high performance computing processes in a visual notation and automatic generation of an executable code using the resulting diagrams. The article describes the efforts to create a platform independent model of process execution, transformation it into a platform specific model and, finally, automatic generation an application code. The research novelty includes a platform independent model of the classic hydrodynamics problem, equivalent Hadoop based platform specific model and the testing results that confirm feasibility of the research.
Publication Year: 2016
Publication Date: 2016-01-01
Language: en
Type: book-chapter
Indexed In: ['crossref']
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