在容错并行处理中使用函数式编程模型

R. Harper, Gail Nagle, Martin A. Serrano
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引用次数: 11

摘要

在容错并行计算机中,函数式编程模型可以促进分布式检查点、错误恢复、负载平衡和优雅降级。该模型已在Draper容错并行处理器(FTPP)上实现。当与FTPP的故障检测和屏蔽功能结合使用时,这种实现会导致故障后系统性能的优雅下降。提出了三种优雅的退化算法。已经实现了一个用户界面,它对应用程序程序员的认知开销要求最低,掩盖了诸如系统冗余、分布式特性、处理资源的可变补充、负载平衡、故障发生和恢复等复杂性。描述了这个用户界面并演示了它的用法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Use of a functional programming model in fault tolerant parallel processing
In a fault-tolerant parallel computer, a functional programming model can facilitate distributed checkpointing, error recovery, load balancing, and graceful degradation. Such a model has been implemented on the Draper fault-tolerant parallel processor (FTPP). When used in conjunction with the FTPP's fault-detection and masking capabilities, this implementation results in a graceful degradation of system performance after faults. Three graceful degradation algorithms are presented. A user interface has been implemented which requires minimal cognitive overhead by the application programmer, masking such complexities as the system's redundancy, distributed nature, variable complement of processing resources, load balancing, fault occurrence, and recovery. This user interface is described and its use demonstrated.<>
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