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Poster: a tunable, software-based DRAM error detection and correction library for HPC

Authors:

David Fiala,

Kurt Ferreira,

Frank Mueller,

Christian EngelmannAuthors Info & Claims

SC '11 Companion: Proceedings of the 2011 companion on High Performance Computing Networking, Storage and Analysis Companion

Pages 49 - 50

https://doi.org/10.1145/2148600.2148626

Published: 12 November 2011 Publication History

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Abstract

Proposed exascale systems will present a number of considerable resiliency challenges. In particular, DRAM soft-errors, or bit-flips, are expected to greatly increase due to the increased memory density of these systems. Current hardware-based fault-tolerance methods will be unsuitable for addressing the expected soft error frequency rate. As a result, additional software will be needed to address this challenge. In this paper we introduce LIBSDC, a tunable, transparent silent data corruption detection and correction library for HPC applications. LIBSDC provides comprehensive SDC protection for program memory by implementing on-demand page integrity verification by utilizing the MMU. Experimental benchmarks with Mantevo HPCCG show that once tuned, LIBSDC is able to achieve SDC protection with less than 100% overhead of resources.

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Fiala DMueller FFerreira K(2016)FlipSphereProceedings of the 20th International Symposium on Distributed Simulation and Real-Time Applications10.1109/DS-RT.2016.27(19-28)Online publication date: 21-Sep-2016
https://dl.acm.org/doi/10.1109/DS-RT.2016.27
Chen Z(2013)Online-ABFTACM SIGPLAN Notices10.1145/2517327.244253348:8(167-176)Online publication date: 23-Feb-2013
https://dl.acm.org/doi/10.1145/2517327.2442533
Wang BQi ZGuan HDong HSun WDong YParashar MWeissman JEpema DFigueiredo R(2013)kMemvisorProceedings of the 22nd international symposium on High-performance parallel and distributed computing10.1145/2493123.2462910(251-262)Online publication date: 17-Jun-2013
https://dl.acm.org/doi/10.1145/2493123.2462910
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Poster: a tunable, software-based DRAM error detection and correction library for HPC
1. Software and its engineering

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Published In

SC '11 Companion: Proceedings of the 2011 companion on High Performance Computing Networking, Storage and Analysis Companion

November 2011

166 pages

ISBN:9781450310307

DOI:10.1145/2148600

Conference Chair:
Scott Lathrop
University of Chicago
,
Program Chairs:
Jim Costa
Sandia National Laboratories
,
William Kramer
National Center for Supercomputing Applications

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 12 November 2011

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IEEE-CS

SC '11: International Conference for High Performance Computing, Networking, Storage and Analysis

November 12 - 18, 2011

Washington, Seattle, USA

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Overall Acceptance Rate 1,516 of 6,373 submissions, 24%

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Fiala DMueller FFerreira K(2016)FlipSphereProceedings of the 20th International Symposium on Distributed Simulation and Real-Time Applications10.1109/DS-RT.2016.27(19-28)Online publication date: 21-Sep-2016
https://dl.acm.org/doi/10.1109/DS-RT.2016.27
Chen Z(2013)Online-ABFTACM SIGPLAN Notices10.1145/2517327.244253348:8(167-176)Online publication date: 23-Feb-2013
https://dl.acm.org/doi/10.1145/2517327.2442533
Wang BQi ZGuan HDong HSun WDong YParashar MWeissman JEpema DFigueiredo R(2013)kMemvisorProceedings of the 22nd international symposium on High-performance parallel and distributed computing10.1145/2493123.2462910(251-262)Online publication date: 17-Jun-2013
https://dl.acm.org/doi/10.1145/2493123.2462910
Wang BQi ZGuan HDong HSun WDong YParashar MWeissman JEpema DFigueiredo R(2013)kMemvisorProceedings of the 22nd international symposium on High-performance parallel and distributed computing10.1145/2462902.2462910(251-262)Online publication date: 17-Jun-2013
https://dl.acm.org/doi/10.1145/2462902.2462910
Chen ZNicolau AShen XAmarasinghe SVuduc R(2013)Online-ABFTProceedings of the 18th ACM SIGPLAN symposium on Principles and practice of parallel programming10.1145/2442516.2442533(167-176)Online publication date: 23-Feb-2013
https://dl.acm.org/doi/10.1145/2442516.2442533
van Moolenbroek DAppuswamy RTanenbaum A(2013)Battling Bad Bits with Checksums in the Loris Page CacheProceedings of the 2013 Sixth Latin-American Symposium on Dependable Computing10.1109/LADC.2013.10(68-77)Online publication date: 1-Apr-2013
https://dl.acm.org/doi/10.1109/LADC.2013.10
Ferreira KPedretti KBrightwell RBridges PFiala DMueller FHoefler TIskra K(2012)Evaluating operating system vulnerability to memory errorsProceedings of the 2nd International Workshop on Runtime and Operating Systems for Supercomputers10.1145/2318916.2318930(1-8)Online publication date: 29-Jun-2012
https://dl.acm.org/doi/10.1145/2318916.2318930
Fiala DMueller FEngelmann CRiesen RFerreira KBrightwell R(2012)Detection and correction of silent data corruption for large-scale high-performance computing2012 International Conference for High Performance Computing, Networking, Storage and Analysis10.1109/SC.2012.49(1-12)Online publication date: Nov-2012
https://doi.org/10.1109/SC.2012.49

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Poster: detection and correction of silent data corruption for large-scale high-performance computing

LADR: low-cost application-level detector for reducing silent output corruptions

Relyzer: exploiting application-level fault equivalence to analyze application resiliency to transient faults

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Poster: detection and correction of silent data corruption for large-scale high-performance computing

LADR: low-cost application-level detector for reducing silent output corruptions

Relyzer: exploiting application-level fault equivalence to analyze application resiliency to transient faults

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