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Reconfigurable RRAM for LUT logic mapping: A case study for reliability enhancement

机译:用于LUT逻辑映射的可重配置RRAM:提高可靠性的案例研究

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Emerging hybrid-CMOS nanoscale devices and architectures offer greater degree of integration and performance capabilities. However, the high power densities, hard error/soft error frequency, process variations, and device wearout affect the overall system reliability. Reactive design techniques, such as redundancy, account for component failures by detecting and correcting the system failures. These techniques incur high area and power overhead. Our research focuses on enhancing the system reliability in hybrid CMOS/Resistive RAM (RRAM) architectures by performing computation in RRAM, whenever the CMOS logic units fail. In particular, we propose dynamically reconfiguring the RRAM cache by mapping the failed CMOS units as look up table (LUT) logic blocks in the RRAM. The proposed approach is validated on a 45nm single core processor with three levels of cache for various SPEC2006 benchmarks. Our results demonstrate that the core is fully functional when failed units are reconfigured in RRAM. Performance degradation of up to one order of magnitude and energy increase of up to two orders of magnitude is observed.
机译:新兴的混合CMOS纳米级器件和体系结构提供了更高程度的集成和性能。但是,高功率密度,硬错误/软错误频率,工艺变化以及设备磨损会影响整个系统的可靠性。反应性设计技术(例如冗余)通过检测并纠正系统故障来解决组件故障。这些技术导致高面积和高功率开销。我们的研究致力于通过在CMOS逻辑单元发生故障时在RRAM中执行计算来提高混合CMOS /电阻RAM(RRAM)架构中的系统可靠性。特别是,我们建议通过将发生故障的CMOS单元映射为RRAM中的查找表(LUT)逻辑块来动态地重新配置RRAM缓存。所提议的方法已在具有三级缓存的45nm单核处理器上进行了验证,以适用于各种SPEC2006基准。我们的结果表明,当在RRAM中重新配置发生故障的单元时,该内核可以正常运行。观察到性能下降多达一个数量级,而能量增加高达两个数量级。

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