容错事件触发分布式嵌入式系统中的能量/可靠性权衡

Junhe Gan, F. Gruian, P. Pop, J. Madsen
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引用次数: 14

摘要

本文提出了一种在分布式异构嵌入式系统上集成低功耗容错硬实时应用的方法。我们的综合方法决定了任务到处理元素的映射,以及执行每个任务的电压和频率水平,从而可以容忍瞬态故障,满足应用程序的时间约束,并最大限度地减少能量消耗。任务调度采用固定优先级抢占式调度,复制用于多瞬时故障恢复。同时解决能源和可靠性问题尤其具有挑战性,因为降低电压以减少能源消耗已被证明会增加瞬态故障率。我们提出了一种基于禁忌搜索的方法,该方法使用能源/可靠性权衡模型在有限的能源和硬件资源下找到可靠和可调度的实现。我们使用几个合成的和现实生活中的基准来评估所提出的算法。
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Energy/reliability trade-offs in fault-tolerant event-triggered distributed embedded systems
This paper presents an approach to the synthesis of low-power fault-tolerant hard real-time applications mapped on distributed heterogeneous embedded systems. Our synthesis approach decides the mapping of tasks to processing elements, as well as the voltage and frequency levels for executing each task, such that transient faults are tolerated, the timing constraints of the application are satisfied, and the energy consumed is minimized. Tasks are scheduled using fixed-priority preemptive scheduling, while replication is used for recovery from multiple transient faults. Addressing energy and reliability simultaneously is especially challenging, since lowering the voltage to reduce the energy consumption has been shown to increase the transient fault rate. We presented a Tabu Search-based approach which uses an energy/reliability trade-off model to find reliable and schedulable implementations with limited energy and hardware resources. We evaluated the algorithm proposed using several synthetic and reallife benchmarks.
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