新兴多值技术中的误差弹性调制技术

Magnus Själander, Gustaf Borgström, M. Klymenko, F. Remacle, S. Kaxiras
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引用次数: 3

摘要

在新兴的原子尺度技术上存在着广泛的研究工作,这些技术有可能成为当今CMOS技术的替代品。所研究的技术的一个共同特点是多值器件,特别是实现第四元逻辑和存储器的可能性。然而,多值器件往往对干扰更敏感,因此,降低了错误恢复能力。我们提出了一种基于多值设备的架构,在这种架构中,我们可以在能源效率和错误恢复能力之间进行交易。重要数据以更健壮的二进制格式编码,而容错数据以四元格式编码。我们显示,在8个基准测试中,寄存器文件、一级数据缓存和主内存的平均能耗分别降低了14%、20%和32%,而在3个整数基准测试中,算术运算的能耗降低了28%。我们还表明,为了使四元技术可行,需要的原始误码率为1亿分之一或更好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Techniques for modulating error resilience in emerging multi-value technologies
There exist extensive ongoing research efforts on emerging atomic scale technologies that have the potential to become an alternative to today's CMOS technologies. A common feature among the investigated technologies is that of multi-value devices, in particular, the possibility of implementing quaternary logic and memory. However, multi-value devices tend to be more sensitive to interferences and, thus, have reduced error resilience. We present an architecture based on multi-value devices where we can trade energy efficiency against error resilience. Important data are encoded in a more robust binary format while error tolerant data is encoded in a quaternary format. We show for eight benchmarks an average energy reduction of 14%, 20%, and 32% for the register file, level-one data cache, and main memory, respectively, and for three integer benchmarks, an energy reduction for arithmetic operations of up to 28%. We also show that for a quaternary technology to be viable a raw bit error rate of one error in 100 million or better is required.
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