GPGPUs ECC efficiency and efficacy

Daniel Oliveira, P. Rech, L. Pilla, P. Navaux, L. Carro
{"title":"GPGPUs ECC efficiency and efficacy","authors":"Daniel Oliveira, P. Rech, L. Pilla, P. Navaux, L. Carro","doi":"10.1109/DFT.2014.6962085","DOIUrl":null,"url":null,"abstract":"In this paper we assess and discuss the efficiency and overhead of the Error-Correcting Code (ECC) mechanism available on modern GPGPUs, which are increasingly used for both High Performance Computing and safety-critical applications. Both the resilience to radiation-induced silent data corruption and functional interruption are experimentally and analytically addressed. The provided experimental analysis demonstrates that the ECC significantly reduces the occurrence of silent data corruption but may not be sufficient to guarantee high reliability. Moreover, the ECC increases the GPGPU functional interruption rate. Finally, the ECC performances and reliability are compared to Algorithm-Based Fault Tolerance and Duplication With Comparison strategies.","PeriodicalId":414665,"journal":{"name":"2014 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"18","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DFT.2014.6962085","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 18

Abstract

In this paper we assess and discuss the efficiency and overhead of the Error-Correcting Code (ECC) mechanism available on modern GPGPUs, which are increasingly used for both High Performance Computing and safety-critical applications. Both the resilience to radiation-induced silent data corruption and functional interruption are experimentally and analytically addressed. The provided experimental analysis demonstrates that the ECC significantly reduces the occurrence of silent data corruption but may not be sufficient to guarantee high reliability. Moreover, the ECC increases the GPGPU functional interruption rate. Finally, the ECC performances and reliability are compared to Algorithm-Based Fault Tolerance and Duplication With Comparison strategies.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
gpgpu的ECC效率和功效
在本文中,我们评估和讨论了现代gpgpu上可用的纠错码(ECC)机制的效率和开销,这些机制越来越多地用于高性能计算和安全关键应用。对辐射引起的数据静默损坏和功能中断的弹性进行了实验和分析。所提供的实验分析表明,ECC显着减少了无声数据损坏的发生,但可能不足以保证高可靠性。同时,ECC提高了GPGPU的功能中断率。最后,将ECC的性能和可靠性与基于算法的容错和复制比较策略进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Automated formal approach for debugging dividers using dynamic specification Artificial intelligence based task mapping and pipelined scheduling for checkpointing on real time systems with imperfect fault detection Characterizing soft error vulnerability of cache coherence protocols for chip-multiprocessors SAM: A comprehensive mechanism for accessing embedded sensors in modern SoCs Designs and analysis of non-volatile memory cells for single event upset (SEU) tolerance
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1