首页> 外文会议>International Conference on Computational Science and Its Applications - ICCSA 2003 Pt.3 May 18-21, 2003 Montreal, Canada >Distributed Solution of High-Order Compact Difference Schemes for Multidimensional Convection-Diffusion Equations
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Distributed Solution of High-Order Compact Difference Schemes for Multidimensional Convection-Diffusion Equations

机译:多维对流扩散方程的高阶紧致差分格式的分布式解

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The performance of a high-order compact (HOC) discretisation of a multidimensional time dependent convection-diffusion equation on a distributed computer cluster is demonstrated. We consider a D dimensional fourth-order compact difference scheme and concurrently solve the implicit equation with GMRES(m). The performance of GMRES(m) on distributed computers is limited by the inter-processor communication required by the matrix-vector multiplication. It is shown that the compact scheme requires approximately half the number of communications as a non-compact difference scheme of the same order of truncation error. As the dimensionality is increased, the ratio of computation that can be overlapped with communication also increases. CPU times and parallel efficiency graphs for single time step approximation of up to 7D HOC coarse approximations demonstrate improved parallel scalability over non-compact difference schemes.
机译:演示了分布式计算机集群上多维时间相关的对流扩散方程的高阶紧凑(HOC)离散化的性能。我们考虑一个D维四阶紧致差分格式,并用GMRES(m)同时求解隐式方程。 GMRES(m)在分布式计算机上的性能受到矩阵向量乘法所需的处理器间通信的限制。可以看出,与具有相同截断误差阶数的非紧凑差异方案相比,紧凑方案需要大约一半的通信量。随着维数的增加,可以与通信重叠的计算比例也增加了。单次时间逼近7D HOC粗略逼近的CPU时间和并行效率图显示,与非紧凑差异方案相比,并行可伸缩性得到了改善。

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