基于平台可靠性的容错异构MPSOC调度长度最小化

Hassan A. Youness, A. Omar, M. Moness
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引用次数: 2

摘要

考虑到异构多处理器系统中可能包含低可靠性处理器,容错调度是近年来备受关注的问题。任务复制是实现容错的一种成熟技术;然而,它对时间表长度有负面影响。此外,系统可靠性的提高总是对调度长度产生负面影响。本文提出了一种利用模拟退火方法同时优化调度长度和最大化系统可靠性的新方法。研究了在无故障运行和存在处理器故障的情况下的调度长度,然后根据调度成功和失败的概率对调度长度进行平均,然后将该平均调度长度优化到最小,以在两种情况下给出最小的可能完工时间。结果表明,该算法能够在不降低调度长度的情况下最大化系统可靠性,实际上,在所有情况下,增加系统可靠性会降低平均调度长度,从而降低系统的整体性能。
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Fault tolerant heterogeneous MPSOC schedule length minimization based on platform reliability
Fault tolerant scheduling has been a subject of great concern recently, considering heterogeneous multiprocessor systems that may contain low reliability processors in their systems. Task replication is an established technique to achieve fault tolerance; however it has a negative influence on schedule length. Moreover increasing system reliability always has a negative impact on schedule length. In this paper we devised a new method for optimizing schedule length and maximizing system reliability simultaneously using simulated annealing. Schedule length is investigated in case of fault free operation and in the presence of a processor fault and then the schedule length is averaged based on the probability of the schedule success and failure, then this average schedule length is optimized to the minimum to give the lowest possible makespan in both cases. Results show that our algorithm is able to maximize the system reliability without degrading schedule length, in fact increasing system reliability decrease the averaged schedule length and hence the system overall performance in all cases.
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