Improving the reliability of on-chip L2 cache using redundancy

K. Bhattacharya, Soontae Kim, N. Ranganathan
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引用次数: 9

Abstract

The reliability of large on-chip L2 cache poses a significant challenge due to technology scaling trends. As the minimum feature size continues to decrease, the L2 caches become more vulnerable to multi-bit soft errors. Traditionally, L2 caches have been protected from multi-bit soft errors using techniques like using error detection/correction codes or employing physical interleaving of cache bit lines to convert multi-bit errors into single-bit errors. These methods, however, incur large overheads in area and power. In this work, we investigate several new techniques for reducing multi-bit errors in large L2 caches, in which the multi-bit errors are detected using simple error detection codes and corrected using the data redundancy in the memory hierarchy. Further, we develop a reliability aware replacement policy that dynamically trades performance for reliability whenever the soft-error budget is exceeded. In order to further improve reliability, we propose the duplication of the data values in cache lines by exploiting their small data widths. The proposed techniques were implemented in the Simplescalar framework and validated using the SPEC 2000 integer and floating point benchmarks. The proposed techniques improve the reliability of L2 caches by 40% and 32% on the average, for integer and floating point applications respectively, with little impact on performance and area.
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利用冗余提高片上L2缓存的可靠性
由于技术的扩展趋势,大型片上二级缓存的可靠性提出了重大挑战。随着最小特征尺寸继续减小,L2缓存变得更容易受到多位软错误的影响。传统上,L2缓存通过使用错误检测/纠错码或使用缓存位线的物理交错将多比特错误转换为单比特错误等技术来防止多位软错误。然而,这些方法在面积和功率方面会产生很大的开销。在这项工作中,我们研究了几种用于减少大型L2缓存中多比特错误的新技术,其中使用简单的错误检测代码检测多比特错误,并使用内存层次结构中的数据冗余进行纠正。此外,我们还开发了一种可靠性感知替换策略,该策略在超出软错误预算时动态地以性能换取可靠性。为了进一步提高可靠性,我们建议利用缓存线的小数据宽度来复制数据值。提出的技术在Simplescalar框架中实现,并使用SPEC 2000整数和浮点基准测试进行验证。对于整数和浮点应用程序,所提出的技术将L2缓存的可靠性平均提高了40%和32%,对性能和面积的影响很小。
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