弱硬实时系统的备用备用能量约束调度

IF 2.2 4区 计算机科学 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE ACM Transactions on Design Automation of Electronic Systems Pub Date : 2023-11-14 DOI:10.1145/3631587
Linwei Niu, Danda B. Rawat, Jonathan Musselwhite, Zonghua Gu, Qingxu Deng
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引用次数: 0

摘要

对于实时嵌入式系统,QoS(服务质量)、容错和能源预算约束是主要的设计关注点。在本研究中,我们研究了弱硬实时环境下周期性和非周期性任务的能量约束备用节省问题。备用备用系统采用一个主处理器和一个备用处理器来提供永久和短暂故障的容错能力。针对这类系统,我们首先提出了几种新的周期任务备用方案,以保证系统在更严格的能量预算约束下的可行性。在此基础上,提出了周期任务和非周期任务的集成方法,在给定能量预算约束下,最小化非周期响应时间,同时获得更好的能量和QoS性能。评估结果表明,在给定的能量预算约束下,所提出的技术在保证QoS和容错性的同时,在可行性和系统性能方面明显优于现有的最先进方法。
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Energy-Constrained Scheduling for Weakly Hard Real-Time Systems Using Standby-Sparing
For real-time embedded systems, QoS (Quality of Service), fault tolerance, and energy budget constraint are among the primary design concerns. In this research, we investigate the problem of energy constrained standby-sparing for both periodic and aperiodic tasks in a weakly hard real-time environment. The standby-sparing systems adopt a primary processor and a spare processor to provide fault tolerance for both permanent and transient faults. For such kind of systems, we firstly propose several novel standby-sparing schemes for the periodic tasks which can ensure the system feasibility under tighter energy budget constraint than the traditional ones. Then based on them integrated approachs for both periodic and aperiodic tasks are proposed to minimize the aperiodic response time whilst achieving better energy and QoS performance under the given energy budget constraint. The evaluation results demonstrated that the proposed techniques significantly outperformed the existing state of the art approaches in terms of feasibility and system performance while ensuring QoS and fault tolerance under the given energy budget constraint.
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来源期刊
ACM Transactions on Design Automation of Electronic Systems
ACM Transactions on Design Automation of Electronic Systems 工程技术-计算机:软件工程
CiteScore
3.20
自引率
7.10%
发文量
105
审稿时长
3 months
期刊介绍: TODAES is a premier ACM journal in design and automation of electronic systems. It publishes innovative work documenting significant research and development advances on the specification, design, analysis, simulation, testing, and evaluation of electronic systems, emphasizing a computer science/engineering orientation. Both theoretical analysis and practical solutions are welcome.
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