DRVS: Power-efficient reliability management through Dynamic Redundancy and Voltage Scaling under variations

M. Salehi, Mohammad Khavari Tavana, Semeen Rehman, F. Kriebel, M. Shafique, A. Ejlali, J. Henkel
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引用次数: 46

Abstract

Many-core processors facilitate coarse-grained reliability by exploiting available cores for redundant multithreading. However, ensuring high reliability with reduced power consumption necessitates joint considerations of variations in vulnerability, performance and power properties of software as well as the underlying hardware. In this paper, we propose a power-efficient reliability management system for many-core processors. It exploits various basic redundancy techniques (like, dual and triple modular redundancy) operating in different voltage-frequency levels, each offering distinct reliability, performance and power properties. Our system performs Dynamic Redundancy and Voltage Scaling (DRVS) considering process variations in hardware, and diversities in software vulnerability and execution time properties. Experiments show that DRVS system provides significant reliability improvements while providing up to 60% reduced power consumption compared to state-of-the-art techniques.
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DRVS:通过动态冗余和电压缩放实现的高能效可靠性管理
多核处理器通过利用可用的核来实现冗余多线程,从而提高了粗粒度的可靠性。然而,要在降低功耗的同时确保高可靠性,就需要同时考虑软件和底层硬件的脆弱性、性能和功率属性的变化。在本文中,我们提出了一种低功耗的多核处理器可靠性管理系统。它利用各种基本的冗余技术(如,双和三模块冗余)在不同的电压频率水平上工作,每个提供不同的可靠性,性能和功率特性。我们的系统执行动态冗余和电压缩放(DRVS),考虑到硬件的进程变化,以及软件漏洞和执行时间属性的多样性。实验表明,与最先进的技术相比,DRVS系统提供了显著的可靠性改进,同时降低了高达60%的功耗。
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