Encore: Low-cost, fine-grained transient fault recovery

Shuguang Feng, Shantanu Gupta, Amin Ansari, Scott A. Mahlke, David I. August

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

45 Scopus citations

Abstract

To meet an insatiable consumer demand for greater performance at less power, silicon technology has scaled to unprecedented dimensions. However, the pursuit of faster processors and longer battery life has come at the cost of reliability. Given the rise of processor reliability as a first-order design constraint, there has been a growing interest in low-cost, non-intrusive techniques for transient fault detection. Many of these recent proposals have counted on the availability of hardware recovery mechanisms. Although common in aggressive out-of-order cores, hardware support for speculative rollback and recovery is less common in lower-end commodity processors. This paper presents Encore, a software-based fault recovery mechanism tailored for these lower-cost systems that lack native hardware support for speculative rollback recovery. Encore combines program analysis, profile data, and simple code transformations to create statistically idempotent code regions that can recover from faults at very little cost. Using this software-only, compiler-based approach, Encore provides the ability to recover from transient faults without specialized hardware or the costs of traditional, full-system checkpointing solutions. Experimental results show that Encore, with just 14% of runtime overhead, can safely recover, on average from 97% of transient faults when coupled with existing detection schemes.

Original languageEnglish (US)
Title of host publicationMICRO 44 - Proceedings of the 44th Annual IEEE/ACM Symposium on Microarchitecture
Pages398-409
Number of pages12
DOIs
StatePublished - Dec 1 2011
Event44th Annual IEEE/ACM Symposium on Microarchitecture, MICRO 44 - Porto Alegre, RS, Brazil
Duration: Dec 4 2011Dec 7 2011

Publication series

NameProceedings of the Annual International Symposium on Microarchitecture, MICRO
ISSN (Print)1072-4451

Other

Other44th Annual IEEE/ACM Symposium on Microarchitecture, MICRO 44
CountryBrazil
CityPorto Alegre, RS
Period12/4/1112/7/11

All Science Journal Classification (ASJC) codes

  • Hardware and Architecture

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