用并行迭代器支持部分排序

Nasser Giacaman, O. Sinnen
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引用次数: 0

摘要

随着多核处理器的出现,桌面应用程序开发人员最终必须面对并行计算及其挑战。程序中很大一部分的计算负荷依赖于迭代计算。在面向对象语言中,通常使用迭代器来处理这些问题,这对于并行编程来说是不够的。因此,强大的并行迭代器概念被开发出来。本文介绍了并行迭代器的各种发展,例如对部分排序的复杂集合(如树)的并行遍历。其他特性包括缩减、并行删除语义和异常处理。除了易于使用之外,结果还显示,与传统的Java并行方法相比,它的速度有了很大提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Supporting Partial Ordering with the Parallel Iterator
With the advent of multi-core processors, desktop application developers must finally face parallel computing and its challenges. A large portion of the computational load in a program rests within iterative computations. In object-oriented languages these are commonly handled using iterators which are inadequate for parallel programming. Consequently, the powerful Parallel Iterator concept was developed. This paper presents various developments of the Parallel Iterator, such as parallel traversal of complex collections with partial ordering (such as a tree). Other features include reductions, parallel remove semantics and exception handling. Along with the ease of use, the results reveal great speedup in comparison to traditional Java parallelism approaches.
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