Reducing soft-error vulnerability of caches using data compression

Sparsh Mittal, J. Vetter
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引用次数: 11

Abstract

With ongoing chip miniaturization and voltage scaling, particle strike-induced soft errors present increasingly severe threat to the reliability of on-chip caches. In this paper, we present a technique to reduce the vulnerability of caches to soft-errors. Our technique uses data compression to reduce the number of vulnerable data bits in the cache and performs selective duplication of more critical data-bits to provide extra protection to them. Microarchitectural simulations have shown that our technique is effective in reducing cache vulnerability and outperforms another technique. For single and dual-core system configuration, the average reduction in cache vulnerability is 5.59× and 8.44×, respectively. Also, the implementation and performance overheads of our technique are minimal and it is useful for a broad range of workloads.
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利用数据压缩减少缓存的软错误漏洞
随着芯片小型化和电压微缩的不断发展,颗粒冲击引起的软误差对片上高速缓存的可靠性构成了越来越严重的威胁。在本文中,我们提出了一种减少缓存对软错误的脆弱性的技术。我们的技术使用数据压缩来减少缓存中易受攻击的数据位的数量,并对更关键的数据位执行选择性复制,为它们提供额外的保护。微体系结构模拟表明,我们的技术在减少缓存漏洞方面是有效的,并且优于其他技术。对于单核和双核系统配置,缓存漏洞的平均降低率分别为5.59倍和8.44倍。此外,我们的技术的实现和性能开销很小,适用于各种工作负载。
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