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Novel Critical-Path based Low-Energy Scheduling Algorithms for Heterogeneous Multiprocessor Real-Time Embedded Systems

机译:基于新的基于关键路径的异构多处理器实时嵌入式系统的低能量调度算法

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In this paper, we propose novel low-energy static and dynamic scheduling algorithms with low computational complexities, for heterogeneous multiprocessor real-time embedded systems. We consider task graphs with deadlines and precedence relationships to satisfy. We propose a novel scheme, referred to as "critical-path information track-and update", based on critical-path analysis to distribute the slack-time over tasks such that energy consumption is minimized, while guaranteeing the precedence and timing constraints. Our dynamic scheduling algorithm applies the static scheduling algorithm during runtime based on the updated average-case execution demands of tasks. Our simulation results show that the proposed static scheduling algorithm consumes only 2% of the computational time with no degradation in energy savings, whereas the dynamic scheduling algorithm delivers up to 25% more energy savings while reducing the computational time overhead by more than 90%, when compared with recent heterogeneous multiprocessor scheduling algorithms.
机译:在本文中,我们提出了新的低能量的静态和低计算复杂的动态调度算法,异构多处理器实时嵌入式系统。我们考虑的期限和优先次序关系,以满足任务图。我们提出了一个新颖的方案,称为“关键路径信息跟踪和更新”,基于关键路径分析超过任务分发松弛时间,使得能量消耗最小化,同时保证优先级和定时限制。我们的动态调度算法适用于基于任务的更新的平均情况执行要求运行时的静态调度算法。我们的模拟结果表明,所提出的静态调度算法消耗与节约能源没有退化的计算时间仅为2%,而动态调度算法提供高达25%的节省能源,同时减少了计算时间开销超过90%,当与最近的不同的多处理器调度算法进行比较。

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