Dynamic Trade-off among Fault Tolerance, Energy Consumption, and Performance on a Multiple-Issue VLIW Processor

Anderson L. Sartor;Pedro H. E. Becker;Joost Hoozemans;Stephan Wong;Antonio C. S. Beck
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引用次数: 11

Abstract

In the design of modern-day processors, energy consumption and fault tolerance have gained significant importance next to performance. This is caused by battery constraints, thermal design limits, and higher susceptibility to errors as transistor feature sizes are decreasing. However, achieving the ideal balance among them is challenging due to their conflicting nature (e.g., fault-tolerance techniques usually influence execution time or increase energy consumption), and that is why current processor designs target at most two of these axes. Based on that, we propose a new VLIW-based processor design capable of adapting the execution of the application at run-time in a totally transparent fashion, considering performance, fault tolerance, and energy consumption altogether, in which the weight (priority) of each one can be defined a priori. This is achieved by a novel decision module that dynamically controls the application's ILP to increase the possibility of replicating instructions or applying power gating. For an energy-oriented configuration, it is possible, on average, to reduce energy consumption by 37.2 percent with an overhead of only 8.2 percent in performance, while maintaining low levels of failure rate, when compared to a fault-tolerant design.
多问题VLIW处理器容错、能耗和性能之间的动态权衡
在现代处理器的设计中,能耗和容错已成为仅次于性能的重要因素。这是由电池限制、热设计限制以及随着晶体管特征尺寸的减小对误差的更高易感性引起的。然而,由于它们之间的冲突性质(例如,容错技术通常会影响执行时间或增加能耗),实现它们之间的理想平衡是具有挑战性的,这就是为什么当前的处理器设计最多针对这两个轴。基于此,我们提出了一种新的基于VLIW的处理器设计,能够以完全透明的方式在运行时调整应用程序的执行,同时考虑性能、容错和能耗,其中每个处理器的权重(优先级)可以先验地定义。这是通过一个新颖的决策模块实现的,该模块动态控制应用程序的ILP,以增加复制指令或应用电源门控的可能性。对于面向能源的配置,与容错设计相比,平均而言,可以将能耗降低37.2%,性能开销仅为8.2%,同时保持较低的故障率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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