近似计算的可调缓存

Magnus Själander, Nina Shariati Nilsson, S. Kaxiras
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引用次数: 11

摘要

CMOS的缩放已经接近尾声,但新的新兴器件正在被开发以取代CMOS。这些器件具有与CMOS不同的特性,例如多值逻辑的可能性,这在设计计算机系统时提供了新的机会。在这项工作中,我们研究了使用多值设备来设计一个缓存,该缓存可以调整用于存储应用程序数据的资源量。我们利用近似计算的工作来以紧凑的四元格式存储非应用关键数据,而关键数据则以更具容错性的二进制格式存储。
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A tunable cache for approximate computing
CMOS scaling is near its end but new emerging devices are being developed to replace CMOS. These devices have different features than CMOS, such as the possibility for multi-value logic, which present new opportunities when designing computer systems. In this work we investigate the use of multi-value devices to design a cache that can tune the amount of resources used to store application data. We leverage work on approximate computing to store data that are not application critical in a compact quaternary format while critical data is stored in a more error resilient binary format.
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