Reducing Soft-error Vulnerability of Caches using Data Compression

被引:4
作者
Mittal, Sparsh [1 ]
Vetter, Jeffrey S. [1 ]
机构
[1] Oak Ridge Natl Lab, Oak Ridge, TN 37830 USA
来源
2016 INTERNATIONAL GREAT LAKES SYMPOSIUM ON VLSI (GLSVLSI) | 2016年
关键词
Reliability; resilience; fault-tolerance; soft/transient error; cache; vulnerability; data compression;
D O I
10.1145/2902961.2902977
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
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 5.59x and 8.44x, respectively. Also, the implementation and performance overheads of our technique are minimal and it is useful for a broad range of workloads.
引用
收藏
页码:197 / 202
页数:6
相关论文
共 21 条
  • [1] [Anonymous], 2004, SER-History, Trends and Challenges:A Guide for Designing With Memory ICs
  • [2] [Anonymous], DATE
  • [3] Asadi G.-H., 2005, ISPASS
  • [4] Binkert N., 2011, Computer Architecture News (CAN)
  • [5] Biswas A., 2010, Proceeding of International 173 Symposium on High-Performance Computer Architecture (HPCA), P1
  • [6] Designing reliable systems from unreliable components: The challenges of transistor variability and degradation
    Borkar, S
    [J]. IEEE MICRO, 2005, 25 (06) : 10 - 16
  • [7] E < MC2: Less Energy through Multi-Copy Cache
    Chakraborty, Arup
    Homayoun, Houman
    Khajeh, Amin
    Dutt, Nikil
    Eltawil, Ahmed
    Kurdahi, Fadi
    [J]. PROCEEDINGS OF THE 2010 INTERNATIONAL CONFERENCE ON COMPILERS, ARCHITECTURES AND SYNTHESIS FOR EMBEDDED SYSTEMS (CASES '10), 2010, : 237 - 246
  • [8] Exploiting narrow values for soft error tolerance
    TOBB University of Economics and Technology, Ankara, Turkey
    不详
    不详
    [J]. IEEE Comput. Archit. Lett., 2006, 2
  • [9] Gold B. T., 2007, ADGI
  • [10] Jung J, 2013, INT SYM QUAL ELECT, P216, DOI 10.1109/ISQED.2013.6523613