星图上的平行拉格朗日插值

H. Sarbazi-Azad, L. Mackenzie, M. Ould-Khaoua, S. Akl
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引用次数: 10

摘要

本文介绍一种计算N= N !的并行算法。n星(n>2)上的-点拉格朗日插值。它以一种新颖的方式利用了恒星上的几种通信技术,可以用于计算类似的功能。该算法是最优的,由初始化、主要和最终三个阶段组成。虽然初始化阶段没有计算,但主阶段由n!/2步,每步包括4个乘法、4个减法和1个通信运算,另外一步包括1个除法和1个乘法。最后阶段在(n-1)个子阶段中进行,每个子阶段有O(log n)个步骤,每个步骤进行三次通信和一次加法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Parallel Lagrange interpolation on the star graph
This paper introduces a parallel algorithm for computing an N=n!-point Lagrange interpolation on an n-star (n>2). It exploits several communication techniques on stars in a novel way which can be adapted for computing similar functions. The algorithm is optimal and consists of three phases: initialization, main and final. While there is no computation in the initialization phase, the main phase is composed of n!/2 steps, each consisting of four multiplications, four subtractions and one communication operation, and an additional step including one division and one multiplication. The final phase is carried out in (n-1) sub-phases each with O(log n) steps where each step takes three communications and one addition.
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