An MDE Approach for Code Generation to GPGPU的封面
书籍主题:

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
书籍语言:
英文
作品简介:
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.
出版社 :
LAP LAMBERT Academic Publishing
网址:
https://www.lap-publishing.com/
由(作者):
Antonio Wendell de Oliveira Rodrigues
页码 :
244
发表日期:
2012-04-12
现货:
备有现货
类别:
信息学
价格:
79.00 €
关键词:
UML, GPGPU, Numerical Simulation, Electrical Machines, model transformation, MDE, automatic code generation, MARTE, OpenCL

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