使用Powerlists进行高级并行编程的Java框架

Virginia Niculescu, F. Loulergue, Darius Bufnea, Adrian Sterca
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引用次数: 6

摘要

基于分而治之范式的并行程序可以使用权力列表以一种简单的方式成功地定义。这些并行递归数据结构及其代数理论提供了一种设计并行算法和并行编程抽象的方法,以简化并行应用程序的开发。本文介绍了如何使用我们开发的JPLF框架在Java中实现基于powerlists的程序。该框架的设计基于powerlists理论,但同时遵循面向对象的设计原则,提供了灵活性和可维护性。给出了实例并进行了性能实验。结果强调了该框架的效用和效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Java Framework for High Level Parallel Programming Using Powerlists
Parallel programs based on the Divide&Conquer paradigm could be successfully defined in a simple way using powerlists. These parallel recursive data structures and their algebraic theories offer both a methodology to design parallel algorithms and parallel programming abstractions to ease the development of parallel applications. The paper presents how programs based on powerlists can be implemented in Java using the JPLF framework we developed. The design of this framework is based on powerlists theory, but in the same time follows the object-oriented design principles that provide flexibility and maintainability. Examples are given and performance experiments are conducted. The results emphasize the utility and the efficiency of the framework.
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