多处理机资源分配的区间代数

L. Indrusiak, P. Dziurzański
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引用次数: 6

摘要

本文提出了一个专门用于评价多处理机系统时序特性的区间代数。它将应用程序负载建模为间隔,并将分配和调度视为这些间隔上的代数操作,旨在分析资源分配决策对应用程序响应时间或可调度性的影响。本文非正式地介绍了理论背景,然后描述了c++中区间代数的参考实现,旨在吸引设计实践者而不是形式主义者。还提供了所提出代数的使用示例,表明其适用于基于总线和片上网络的多处理器平台上实现的工业系统的性能评估。强调了一个特定的设计流程,其中区间代数被用作遗传算法中的适应度函数,用于优化硬实时多处理器中的资源分配。
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An interval algebra for multiprocessor resource allocation
This paper presents an interval algebra created specifically to evaluate timing properties of multiprocessor systems. It models the application load as intervals, and considers allocation and scheduling as algebraic operations over those intervals, aiming to analyse the impact of resource allocation decisions on application response times or schedulability. The theoretical background is introduced informally, followed by the description of a reference implementation of the interval algebra in C++, aiming to appeal to the design practitioner rather than the formalist. Examples of the usage of the proposed algebra are also provided, showing its applicability to the performance evaluation of industrial systems implemented over bus-based and Network-on-Chip multiprocessor platforms. A particular design flow is highlighted, where the interval algebra is used as a fitness function in a genetic algorithm tailored to optimise resource allocation in hard real-time multiprocessors.
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