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Work hard, sleep well - Avoid irreversible IC wearout with proactive rejuvenation

机译:努力工作,睡个好觉-积极恢复活力,避免不可逆的IC磨损

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Various wearout mechanisms have both a reversible and an irreversible (permanent) part, with some, like BTI and EM having a significant reversible part, while others, like HCI, being mostly irreversible. In this paper we make two contributions. First, we show that the boundary between the reversible and irreversible parts of wearout is not fixed, with the irreversible part becoming at least partially reversible under the right conditions of active accelerated recovery and stress/recovery scheduling. Second, we show that there are certain stress/recovery schedules that can (almost) completely eliminate irreversible wearout, thus allowing significant reductions in necessary design margins. The experiments were done on commercial FPGAs fabricated in a 40nm technology. To fully repair and avoid the irreversible wearout, we propose a biology-inspired sleep-when-getting-tired strategy. The strategy can achieve >60× design margin reduction and ~9% average performance improvement within a 10-year lifetime constraint compared to the no-recovery case. Potential system level implementations (a negative “turbo-boost” like strategy) in multicore and NoC systems are also presented.
机译:各种磨损机制都具有可逆和不可逆(永久)部分,其中一些(例如BTI和EM)具有重要的可逆部分,而其他(例如HCI)则大部分是不可逆的。在本文中,我们做出了两个贡献。首先,我们表明磨损的可逆部分和不可逆部分之间的边界不是固定的,在积极的加速恢复和压力/恢复计划的正确条件下,不可逆部分至少会部分可逆。其次,我们证明了某些应力/恢复计划可以(几乎)完全消除不可逆的磨损,从而可以显着降低必要的设计余量。实验是在采用40nm技术制造的商用FPGA上完成的。为了全面修复并避免不可逆的磨损,我们提出了一种受生物学启发的“疲倦时睡眠”策略。与无法恢复的情况相比,该策略在10年的使用寿命约束内可以实现> 60倍的设计余量减少和约9%的平均性能提高。还介绍了多核和NoC系统中潜在的系统级实现(如“涡轮增压”之类的负面策略)。

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