Data partitioning techniques for partially protected caches to reduce soft error induced failures

Kyoungwoo Lee, Aviral Shrivastava, Nikil Dutt, Nalini Venkatasubramanian

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

Exponentially increasing with technology scaling, soft errors have become a serious design concern in the deep sub-micron embedded systems. Partially Pro-tected Cache (PPC) is a promising microarchitectural feature to mitigate failures due to soft errors in embedded processors. A processor with PPC maintains two caches, one protected and the other unprotected, both at the same level of memory hierarchy. By finding out the data more prone to soft errors and mapping only that to the protected cache, the failure rate can be significantly improved at minimal power and performance penalty. While the effectiveness of PPCs has been demonstrated on multimedia applications - where the multimedia data is inherently resilient to soft errors - no such obvious data partitioning exists for applications in general. This paper proposes profile-based data partitioning schemes that are applicable to applications in general and effectively reduce failures due to soft errors at minimal power and performance overheads. Our experimental results demonstrate that our algorithm reduces the failure rate by 47× on benchmarks from MiBench while incurring only 0.5% performance and 15% power overheads.

Original languageEnglish
Title of host publicationDistributed Embedded Systems
Subtitle of host publicationDesign, Middleware and Resources
EditorsBernd Kleinjohann, Lisa Kleinjohann, Wayne Wolf
Pages213-225
Number of pages13
DOIs
Publication statusPublished - 2008 Jul 21

Publication series

NameIFIP International Federation for Information Processing
Volume271
ISSN (Print)1571-5736

All Science Journal Classification (ASJC) codes

  • Information Systems and Management

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    Lee, K., Shrivastava, A., Dutt, N., & Venkatasubramanian, N. (2008). Data partitioning techniques for partially protected caches to reduce soft error induced failures. In B. Kleinjohann, L. Kleinjohann, & W. Wolf (Eds.), Distributed Embedded Systems: Design, Middleware and Resources (pp. 213-225). (IFIP International Federation for Information Processing; Vol. 271). https://doi.org/10.1007/978-0-387-09661-2_21