用于大规模并行编程的对象和通信模型

M. Kilian
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引用次数: 2

摘要

对于串行计算,面向对象方法(O-O)已被证明有助于程序建模,提高可重用性,并产生更健壮的程序。由于其以对象为中心的特性,O-O似乎非常适合大规模并行编程的数据并行模型。O-O的许多优点源于对象的任意组合,以及由此产生的任意消息传递模式。不幸的是,当并行处理成千上万个处理器时,这种随意性可能会导致通信冲突。本文提出了一个对象和通信模型来解决这个问题。
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A model of objects and communication for massively parallel programming
For serial computation, the object-oriented methodology (O-O) has been shown to aid program modeling increase reusability, and result in more robust programs. Because of its object-centricity, O-O seems well suited to data parallel models of massively parallel programming. Many of the benefits of O-O stem from the arbitrary combining of objects, and the resulting arbitrary message passing patterns. Unfortunately, when working with tens of thousands of processors in parallel, this arbitrariness can result in communication conflicts. The paper proposes a model of objects and communication that resolves this problem.<>
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