使用抢占式RTOS模型探索软件性能

G. Schirner
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引用次数: 0

摘要

随着现代SoC设计中软件含量的增加,嵌入式软件的建模变得至关重要。首先,在系统设计流程的早期分析软件性能对于有效的实现是至关重要的。先前的研究利用时序注释功能模型进行了性能建模,并利用行为RTOS模型揭示了动态调度效应。然而,由于这些模型的协作决策依赖于定时注释粒度,因此无法充分捕获抢占。除了捕获动态调度之外,在决定多任务应用程序的粒度时,建模系统开销(例如上下文切换)对于指导开发人员变得至关重要。本文介绍了两种提高软件性能建模精度的方法:抢占式RTOS模型和系统开销建模。我们在多媒体应用程序上的实验结果在分析中断延迟分布(平均和第50百分位数在8%以内)和对系统开销高(误差小于10%)的系统进行建模时显著提高了准确性。我们的模型扩展提供了改进的仿真精度,因此更好地帮助设计空间的探索。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploring SW performance using preemptive RTOS models
With increasing SW content of modern SoC designs, modeling of embedded SW has become critical. For one, analyzing software performance early in the system design flow is now paramount to an efficient implementation. Previous work addressed performance modeling with timing annotated functional models and exposed dynamic scheduling effects with behavioral RTOS models. However, such models insufficiently capture preemption as their cooperative decision making is dependent on the timing annotation granularity. In addition to capturing dynamic scheduling, modeling system overhead (e.g. for context switches) becomes essential for guiding developers when deciding the granularity of multitasking applications. In this paper, we introduce two means to improve accuracy of SW performance modeling: a preemptive RTOS model, and the modeling of system overhead. Our experimental results on multimedia applications significant accuracy improvements when analyzing interrupt latency distribution (within 8% for average and 50th percentile), and modeling systems with high system overhead (less than 10% error). Our model extensions provide improved simulation accuracy and therefore better aid the design space exploration.
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