Bookcover of An MDE Approach for Code Generation to GPGPU
Booktitle:

An MDE Approach for Code Generation to GPGPU

Application to Electrical Machines Simulation

LAP LAMBERT Academic Publishing (2012-04-12 )

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ISBN-13:

978-3-8484-8983-1

ISBN-10:
384848983X
EAN:
9783848489831
Book language:
English
Blurb/Shorttext:
Complex physical phenomena can be numerically simulated by mathematical techniques. Usually, these techniques are based on discretization of partial differential equations that govern these phenomena. Hence, these simulations enable the solution of large-scale systems. The parallelization of algorithms of numerical simulation, i.e., their adaptation to parallel processing architectures, is an aim to reach in order to hinder exorbitant execution times. Graphics cards are now used for purposes of general calculation, also known as General-Purpose computation on Graphics Processing Unit (GPGPU). The clear benefit is the excellent performance/price ratio. This document addresses the design of high-performance applications for simulation of electrical machines. We provide a methodology based on Model Driven Engineering (MDE) to model an application and its execution architecture in order to generate OpenCL code. Our goal is to assist specialists in algorithms of numerical simulations to create a code that runs efficiently on GPGPU architectures. The methodology has been applied to an application that solves a linear system resulting from a simulation of an alternator using FEM.
Publishing house:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
By (author) :
Antonio Wendell de Oliveira Rodrigues
Number of pages:
244
Published at:
2012-04-12
Stock:
Available
Category:
Informatics
Price:
79.00 €
Keywords:
UML, GPGPU, Numerical Simulation, Electrical Machines, model transformation, MDE, automatic code generation, MARTE, OpenCL

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