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Task-I/O Co-scheduling for Pfair Real-Time Scheduler in Embedded Multi-core Systems

机译:嵌入式多核系统中Pfair实时调度程序的任务I / O协同调度

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Real-time embedded systems often require the ability of robust controls because interactions between the embedded systems and their physical environment that dynamically changes. Multi-core chips are regarded as ideal candidate hardware components for such environments, since each of them carries two or more cores on a single die, and has potential for providing execution parallelism as well as better performance at low cost. Parallelism, on the other hand, necessitates complex analysis of computation problems, such as task scheduling, while improving the realization of embedded controls. Pfair is an optimal scheduling algorithm that can fully utilize all cores in the system, but it incurs an excessive scheduling overhead which, in turn, diminishes its practicality in embedded systems. To mitigate this problem, hybrid partitioned-global Pfair (HPGP) scheduler was proposed, which significantly reduces the number of task migrations and global scheduling points by performing global scheduling only when absolutely necessary, while still achieving full processor utilization. This paper further extends the HPGP scheduler to support the robustness to interactions with the physical environment. Our evaluation results have shown that the extended HPGP can successfully limits the increase in response time caused by the hardware interrupts for physical interactions under a wide range of system utilization conditions., thus making it suitable for embedded real-time systems.
机译:实时嵌入式系统通常需要强大的控制能力,因为嵌入式系统及其物理环境之间的交互会动态变化。多核芯片被认为是此类环境的理想候选硬件组件,因为它们中的每一个都在单个管芯上带有两个或多个核,并且具有以低成本提供执行并行性和更好性能的潜力。另一方面,并​​行化需要对计算问题(例如任务调度)进行复杂的分析,同时改善嵌入式控件的实现。 Pfair是一种最佳调度算法,可以充分利用系统中的所有内核,但是会产生过多的调度开销,从而降低了其在嵌入式系统中的实用性。为了缓解此问题,提出了混合分区全局Pfair(HPGP)调度程序,该调度程序仅在绝对必要时才执行全局调度,同时仍然实现了处理器的充分利用,从而显着减少了任务迁移和全局调度点的数量。本文进一步扩展了HPGP调度程序,以支持与物理环境交互的鲁棒性。我们的评估结果表明,扩展的HPGP可以成功地限制在广泛的系统利用率条件下,由于物理交互的硬件中断而导致的响应时间的增加,因此使其适用于嵌入式实时系统。

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