Multicore soft error rate stabilization using adaptive dual modular redundancy

Ramakrishna Vadlamani, Jia Zhao, W. Burleson, R. Tessier
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引用次数: 79

Abstract

The use of dynamic voltage and frequency scaling (DVFS) in contemporary multicores provides significant protection from unpredictable thermal events. A side effect of DVFS can be an increased processor exposure to soft errors. To address this issue, a flexible fault prevention mechanism has been developed to selectively enable a small amount of per-core dual modular redundancy (DMR) in response to increased vulnerability, as measured by the processor architectural vulnerability factor (AVF). Our new algorithm for DMR deployment aims to provide a stable effective soft error rate (SER) by using DMR in response to DVFS caused by thermal events. The algorithm is implemented in real-time on the multicore using a dedicated monitor network-on-chip and controller which evaluates thermal information and multicore performance statistics. Experiments with a multicore simulator using standard benchmarks show an average 6% improvement in overall power consumption and a stable SER by using selective DMR versus continuous DMR deployment.
基于自适应双模冗余的多核软误码率稳定
在当代多核中使用动态电压和频率缩放(DVFS)提供了对不可预测的热事件的重要保护。DVFS的一个副作用是增加了处理器对软错误的暴露。为了解决这个问题,已经开发了一种灵活的故障预防机制,可以选择性地启用少量的每核双模块冗余(DMR)来响应增加的漏洞,如处理器架构漏洞系数(AVF)所测量的那样。我们的DMR部署新算法旨在通过DMR来响应由热事件引起的DVFS,从而提供稳定的有效软错误率(SER)。该算法在多核上实时实现,使用专用的监控片上网络和控制器来评估热信息和多核性能统计。在使用标准基准测试的多核模拟器上进行的实验表明,与使用连续DMR部署相比,使用选择性DMR可以平均提高6%的总功耗和稳定的SER。
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