技能:具有高效分布式编程算法框架的命令式语言

George Horatiu Botorog, H. Kuchen
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引用次数: 67

摘要

我们介绍了一种命令式语言,增强了高阶函数和柯里化,以及多态类型系统。高水平的skill允许集成算法骨架,即代表并行计算模式的高阶函数。同时,该语言可以高效地实现。在描述了一系列与分布式数组一起工作的骨架之后,我们给出了基于骨架实现的并行程序的两个例子,即图中的最短路径和高斯消去。运行时测量表明,我们将消息传递C的效率提高到1到2.5之间的系数。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Skil: an imperative language with algorithmic skeletons for efficient distributed programming
We present Skil, an imperative language enhanced with higher order functions and currying, as well as with a polymorphic type system. The high level of Skil allows the integration of algorithmic skeletons, i.e. of higher order functions representing parallel computation patterns. At the same time, the language can be efficiently implemented. After describing a series of skeletons which work with distributed arrays, we give two examples of parallel programs implemented on the basis of skeletons, namely shortest paths in graphs and Gaussian elimination. Run time measurements show that we approach the efficiency of message passing C up to a factor between 1 and 2.5.
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