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Parallel Acceleration of Finite Element Analysis by Broadcasting Communication Procedure (High Speed Parallel Solving Method for Stiffness Equation)

机译:通过广播通信程序并行加速有限元分析(刚度方程的高速并行求解方法)

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摘要

In general, most of execution time for large scale forging simulations by rigid plastic finite element method is spent to solve linear equations called stiffness equation. For speedup of large scale forging simulations, it is necessary to solve stiffness equation at high speed. In this paper, we present the result of accelerated computation for stiffness equations by the parallelized conjugated gradient method on the distributed multiprocessor system called cluster of workstations in which a master processor transfers discrete data to every slave processors by broadcasting procedure through high speed network of TPDDI (Twisted Pair Distributed Data Interface). As a result, the cluster of workstations connected with TPDDI network through broadcasting procedure spend very less commu- nication time than the sequential data communication by ordinary unicasting procedure. Then, we achieved drastic reduction of communication time and over twelve fold speedup of execution time of the parallelized conjugated gradient method by twenty slave processors.
机译:通常,使用刚性塑料有限元方法进行大规模锻造模拟的大部分执行时间都用于求解称为刚度方程的线性方程。为了加快大型锻造仿真的速度,有必要在高速下求解刚度方程。在本文中,我们介绍了在称为工作站集群的分布式多处理器系统上,通过并行共轭梯度法对刚度方程进行加速计算的结果,在该系统中,主处理器通过TPDDI的高速网络通过广播过程将离散数据传输到每个从处理器。 (双绞线分布式数据接口)。结果,与通过常规单播过程进行顺序数据通信相比,通过广播过程与TPDDI网络连接的工作站集群所花费的通信时间非常少。然后,通过二十个从属处理器,通信时间大大减少,并行化共轭梯度法的执行时间加快了十二倍。

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