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Energy and Reliability Management in Parallel Real-Time Systems

机译:并行实时系统中的能源和可靠性管理

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摘要

Historically, slack time in real-time systems has been used as temporal redundancy by rollback recovery schemes to increase system reliability in the presence of faults. However, with advancedtechnologies, slack time can also be used by energy management schemes to save energy. For reliable real-time systems where higher levels of reliability are as important as lower levels of energy consumption, centralized management of slack time is desired.For frame-based parallel real-time applications, energy management schemes are first explored. Although the simple static power management that evenly allocates static slack over a schedule isoptimal for uni-processor systems, it is not optimal for parallel systems due to different levels of parallelism in a schedule. Taking parallelism variations into consideration, a parallel static power management scheme is proposed. When dynamic slack is considered,assuming global scheduling strategies, slack shifting and sharing schemes as well as speculation schemes are proposed for moreenergy savings.For simultaneous management of power and reliability, checkpointing techniques are first deployed to efficiently use slack time and theoptimal numbers of checkpoints needed to minimize energy consumption or to maximize system reliability are explored. Then, an energyefficient optimistic modular redundancy scheme is addressed. Finally, a framework that encompasses energy and reliability management isproposed for obtaining optimal redundant configurations. While exploring the trade-off between energy and reliability, the effects ofvoltage scaling on fault rates are considered.
机译:从历史上看,实时系统中的空闲时间已被回滚恢复方案用作时间冗余,以在出现故障时提高系统可靠性。但是,采用先进的技术,能源管理方案也可以使用空闲时间来节省能源。对于可靠性较高的系统和能耗较低的系统而言,需要对空闲时间进行集中管理。对于基于帧的并行实时应用,首先要探索能源管理方案。尽管对于单处理器系统而言,在调度程序上均匀分配静态余量的简单静态功率管理对于单处理器系统而言是最佳的,但由于调度程序中并行性的级别不同,它对于并行系统而言并不是最佳的。考虑到并行度变化,提出了一种并行静态电源管理方案。在考虑动态松弛的情况下,建议采用全局调度策略,松弛转移和共享方案以及推测方案,以节省更多能源。为了同时管理电源和可靠性,首先部署了检查点技术以有效利用松弛时间和最佳检查点数探索了最小化能耗或最大化系统可靠性所需的方法。然后,提出了一种节能的乐观模块化冗余方案。最后,提出了一个包含能源和可靠性管理的框架,以获得最佳的冗余配置。在探索能量和可靠性之间的权衡时,考虑了电压缩放对故障率的影响。

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  • 作者

    Zhu Dakai;

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  • 年度 2005
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