Providing accurate event models for the analysis of heterogeneous multiprocessor systems

S. Schliecker, J. Rox, M. Ivers, R. Ernst
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引用次数: 60

Abstract

This paper proposes a new method for deriving quantitative event information for compositional multiprocessor performance analysis. This procedure brakes down the complexity into the analysis of individual components (tasks mapped to resources) and the propagation of the timing information with the help of event models. This paper improves previous methods to derive event models in a multiprocessor system by providing tighter bounds and allowing arbitrarily shaped event models. The procedure is based on a a simple yet expressive resource model called the multiple event busy time which can be derived on the basis of classical scheduling theory -- it can therefore be provided for a large domain of scheduling policies. Our experiments show that overestimation by previous methods can be reduced significantly.
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为异构多处理器系统的分析提供准确的事件模型
本文提出了一种用于组合多处理器性能分析的定量事件信息提取的新方法。此过程将复杂性分解为对单个组件(映射到资源的任务)的分析,以及借助事件模型传播计时信息。本文通过提供更严格的边界和允许任意形状的事件模型,改进了以往在多处理器系统中导出事件模型的方法。该过程基于一个简单而富有表现力的资源模型,称为多事件繁忙时间模型,该模型可以在经典调度理论的基础上推导出来,因此可以为大范围的调度策略提供支持。我们的实验表明,以前的方法可以显著减少高估。
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