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Cross-Layer Reliability, Energy Efficiency, and Performance Optimization of Near-Threshold Data Paths

机译:近阈值数据路径的跨层可靠性,能量效率和性能优化

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摘要

Modern electronic devices are an indispensable part of our everyday life. A major enabler for such integration is the exponential increase of the computation capabilities as well as the drastic improvement in the energy efficiency over the last 50 years, commonly known as Moore’s law. In this regard, the demand for energy-efficient digital circuits, especially for application domains such as the Internet of Things (IoT), has faced an enormous growth. Since the power consumption of a circuit highly depends on the supply voltage, aggressive supply voltage scaling to the near-threshold voltage region, also known as Near-Threshold Computing (NTC), is an effective way of increasing the energy efficiency of a circuit by an order of magnitude. However, NTC comes with specific challenges with respect to performance and reliability, which mandates new sets of design techniques to fully harness its potential. While techniques merely focused at one abstraction level, in particular circuit-level design, can have limited benefits, cross-layer approaches result in far better optimizations. This paper presents instruction multi-cycling and functional unit partitioning methods to improve energy efficiency and resiliency of functional units. The proposed methods significantly improve the circuit timing, and at the same time considerably limit leakage energy, by employing a combination of cross-layer techniques based on circuit redesign and code replacement techniques. Simulation results show that the proposed methods improve performance and energy efficiency of an Arithmetic Logic Unit by 19% and 43% , respectively. Furthermore, the improved performance of the optimized circuits can be traded to improving the reliability.
机译:现代电子设备是我们日常生活中不可或缺的一部分。这种整合的主要推动者是计算能力呈指数增长,以及在能源效率在过去50年中大幅改善,通常被称为摩尔定律。在这方面,作为事(IOT)的因特网,已经面临着巨大的增长对节能数字电路的需求,尤其是对应用领域,例如。由于电路的功率消耗在很大程度上取决于电源电压,侵略性电源电压调节到近阈值电压区域中,也被称为近阈值计算(NTC),是通过增加电路的能量效率的有效方法一个数量级。然而,NTC带有相对于性能和可靠性,其任务的设计技术,新集,充分利用其潜在的具体挑战。虽然技术仅仅聚焦在一个抽象层,特别是电路级的设计,可以具有有限的益处,跨层在远更好的优化方法的结果。本文呈现指令多循环和功能单位划分的方法来提高功能单元能量效率和弹性。所提出的方法显著提高电路定时,并在同一时间大大限制泄漏能量,通过采用基于电路的重新设计和代码替换技术的跨层技术的组合。仿真结果表明,所提出的方法,通过分别为19%和43%,提高算术逻辑单元的性能和能量效率。此外,优化的电路的改进的性能可以进行交易,以提高可靠性。

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