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A weakly hard scheduling approach of partitioned scheduling on multiprocessor systems

机译:多处理器系统上分区调度的一种弱硬调度方法

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摘要

Real-time systems or tasks can be classified into three categories, based on the “seriousness” of deadline misses – hard, soft and weakly hard real-time tasks. The consequences of a deadline miss of a hard real-time task can be prohibitively expensive because all the tasks must meet their deadlines whereas soft real-time tasks tolerate “some” deadline misses. Meanwhile, in a weakly hard real-time task, the distribution of its met and missed deadlines is stated and specified precisely. As real-time application systems increasingly come to be implemented upon multiprocessor environments, thus, this study applies multiprocessor scheduling approach for verification of weakly hard real-time tasks and to guaranteeing the timing requirements of the tasks. In fact, within the multiprocessor, the task allocation problem seem even harder than in uniprocessor case; thus, in order to cater that problem, the sufficient and efficient scheduling algorithm supported by accurate schedulability analysis technique is present to provide weakly hard real-time guarantees. In this paper, a weakly hard scheduling approach has been proposed and schedulability analysis of proposed approach consists of the partitioned multiprocessor scheduling techniques with solutions for the bin-packing problem, called R-BOUND-MP-NFRNS (R-BOUND-MP with next-fit-ring noscaling) combining with the exact analysis, named hyperperiod analysis and deadline models; weakly hard constraints and µ-pattern under static priority scheduling. Then, Matlab simulation tool is used in order to validate the result of analysis. From the evaluation results, it can be proven that the proposed approach outperforms the existing approaches in terms of satisfaction of the tasks deadlines.
机译:实时系统或任务可以根据截止期限未命中的“严重性”分为三类-硬,软和弱硬实时任务。硬实时任务的最后期限错过的后果可能会非常昂贵,因为所有任务都必须满足其期限,而软实时任务则可以容忍“某些”期限丢失。同时,在一个微弱的实时任务中,准确说明并指定了其达到和错过的截止日期的分布。随着实时应用系统越来越多地在多处理器环境上实现,因此,本研究将多处理器调度方法应用于弱硬实时任务的验证并保证任务的时序要求。实际上,在多处理器内部,任务分配问题似乎比在单处理器情况下更为棘手。因此,为了解决该问题,提出了精确的可调度性分析技术所支持的足够高效的调度算法,以提供较弱的实时保证。本文提出了一种弱硬调度方法,该方法的可调度性分析包括分区多处理器调度技术以及针对装箱问题的解决方案,称为R-BOUND-MP-NFRNS(R-BOUND-MP with next -fit-ring noscaling)与精确分析相结合,称为超周期分析和期限模型;静态优先级调度下的弱硬约束和µ模式。然后,使用Matlab仿真工具来验证分析结果。从评估结果可以证明,在满足任务期限方面,所提出的方法优于现有方法。

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