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Energy-Efficient, Utility Accrual Real-Time Scheduling Under the Unimodal Arbitrary Arrival Model

机译:单峰任意到达模型下的高能效,效用累计实时调度

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We present an energy-efficient real-time scheduling algorithm called EUA*, for the unimodal arbitrary arrival model (or UAM). UAM embodies a "stronger" adversary than most arrival models. The algorithm considers application activities that are subject to time/utility function time constraints, UAM, and the multi-criteria scheduling objective of probabilistically satisfying utility lower bounds, and maximizing system-level energy efficiency. Since the scheduling problem is intractable, EUA* allocates CPU cycles, scales clock frequency, and heuristically computes schedules using statistical estimates of cycle demands, in polynomial-time. We establish that EUA* achieves optimal timeliness during under-loads, and identify the conditions under which timeliness assurances hold. Our simulation experiments illustrate EUA*'s superiority.
机译:对于单峰任意到达模型(或UAM),我们提出了一种称为EUA *的高能效实时调度算法。与大多数到货机型相比,UAM体现了“更强大”的对手。该算法考虑了受时间/效用函数时间约束,UAM和概率概率满足效用下限并最大化系统级能效的多准则调度目标的应用程序活动。由于调度问题很棘手,因此EUA *可以在多项式时间内分配CPU周期,调整时钟频率并使用周期需求的统计估计来启发式地计算调度。我们确定EUA *在负载不足时达到最佳及时性,并确定保持及时性保证的条件。我们的仿真实验证明了EUA *的优越性。

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