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Estimating Computer Performance for parallel sparse QR factorisation

机译:估计并行稀疏QR因式分解的计算机性能

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Performance estimates of a parallel computer during sparse matrix factorisation aid in the identification of overheads and the tuning of software.This paper proposes a technique which allows the computer parameters of computation speed,communication speed,latency and parallel efficiency to be estimated.The technique is based upon the use of mathematical models derived from a model problem in conjunction with experimental results.By combining the mathematical models with the experimental results,sets of ismultaneous equations can be derived which can be solved for the above computer parameters.The technique is expleained in the context of sparse QR factorisation.
机译:稀疏矩阵分解期间并行计算机的性能估计有助于系统开销的识别和软件的调整。本文提出了一种技术,该技术可以估计计算机的计算速度,通信速度,延迟和并行效率的参数。通过将模型问题导出的数学模型与实验结果结合使用。通过将数学模型与实验结果相结合,可以导出一组方程组,可以针对上述计算机参数进行求解。该技术在稀疏QR因式分解的背景。

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