A Proposal of an ECC-based Adaptive Fault-Tolerant Mechanism for 16-bit data words

IF 1.3 4区 工程技术 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Latin America Transactions Pub Date : 2024-04-15 DOI:10.1109/TLA.2024.10500715
Joaquín Gracia-Morán;Luis-J. Saiz-Adalid;J.-Carlos Baraza-Calvo;Daniel Gil-Tomas;Pedro-J. Gil-Vicente
{"title":"A Proposal of an ECC-based Adaptive Fault-Tolerant Mechanism for 16-bit data words","authors":"Joaquín Gracia-Morán;Luis-J. Saiz-Adalid;J.-Carlos Baraza-Calvo;Daniel Gil-Tomas;Pedro-J. Gil-Vicente","doi":"10.1109/TLA.2024.10500715","DOIUrl":null,"url":null,"abstract":"With the integration scale level reached in CMOS technology, memory systems provide a great storage capacity, but at the price of an augment in their fault rate. In this way, the probability of experiencing Single Cell Upsets or Multiple Cell Upsets have risen. Error Correction Codes (ECC) are broadly employed to protect memory systems. Though, the inclusion of an ECC in a computer system adds, in each memory word, some extra bits used to detect and/or correct errors. In addition, encoding and decoding circuitries must be added, introducing overheads in area, delay, and power consumption. Usually, when an ECC-based fault tolerance mechanism is designed, its fault tolerance properties cannot be modified. However, in some applications, current memory systems can suffer a variable fault rate during their operation. Thus, it seems very interesting that this mechanism would be able to adapt to these variable fault conditions. This work proposes an Adaptive Fault-Tolerant mechanism based on ECC. This mechanism can adapt to different fault conditions, being able to correct and/or detect single and multiple bits in error. The Adaptive Fault-Tolerant mechanism proposed uses a unique encoder, that is, it is not necessary to re-encode the data to change the error coverage.","PeriodicalId":55024,"journal":{"name":"IEEE Latin America Transactions","volume":null,"pages":null},"PeriodicalIF":1.3000,"publicationDate":"2024-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10500715","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Latin America Transactions","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/10500715/","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"COMPUTER SCIENCE, INFORMATION SYSTEMS","Score":null,"Total":0}
引用次数: 0

Abstract

With the integration scale level reached in CMOS technology, memory systems provide a great storage capacity, but at the price of an augment in their fault rate. In this way, the probability of experiencing Single Cell Upsets or Multiple Cell Upsets have risen. Error Correction Codes (ECC) are broadly employed to protect memory systems. Though, the inclusion of an ECC in a computer system adds, in each memory word, some extra bits used to detect and/or correct errors. In addition, encoding and decoding circuitries must be added, introducing overheads in area, delay, and power consumption. Usually, when an ECC-based fault tolerance mechanism is designed, its fault tolerance properties cannot be modified. However, in some applications, current memory systems can suffer a variable fault rate during their operation. Thus, it seems very interesting that this mechanism would be able to adapt to these variable fault conditions. This work proposes an Adaptive Fault-Tolerant mechanism based on ECC. This mechanism can adapt to different fault conditions, being able to correct and/or detect single and multiple bits in error. The Adaptive Fault-Tolerant mechanism proposed uses a unique encoder, that is, it is not necessary to re-encode the data to change the error coverage.
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
基于 ECC 的 16 位数据字自适应容错机制提案
随着 CMOS 技术集成度的提高,内存系统提供了巨大的存储容量,但其代价是故障率的增加。因此,出现单单元宕机或多单元宕机的概率也随之上升。纠错码(ECC)被广泛用于保护内存系统。不过,在计算机系统中加入 ECC 后,每个内存字都会增加一些用于检测和/或纠正错误的额外比特。此外,还必须增加编码和解码电路,从而带来面积、延迟和功耗方面的开销。通常,在设计基于 ECC 的容错机制时,其容错特性是不能修改的。然而,在某些应用中,当前的内存系统在运行过程中可能会出现不同的故障率。因此,如果这种机制能够适应这些多变的故障条件,就显得非常有趣了。这项工作提出了一种基于 ECC 的自适应容错机制。这种机制可以适应不同的故障条件,能够纠正和/或检测单个和多个错误比特。所提出的自适应容错机制使用独特的编码器,即无需重新编码数据来改变错误覆盖范围。
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
IEEE Latin America Transactions
IEEE Latin America Transactions COMPUTER SCIENCE, INFORMATION SYSTEMS-ENGINEERING, ELECTRICAL & ELECTRONIC
CiteScore
3.50
自引率
7.70%
发文量
192
审稿时长
3-8 weeks
期刊介绍: IEEE Latin America Transactions (IEEE LATAM) is an interdisciplinary journal focused on the dissemination of original and quality research papers / review articles in Spanish and Portuguese of emerging topics in three main areas: Computing, Electric Energy and Electronics. Some of the sub-areas of the journal are, but not limited to: Automatic control, communications, instrumentation, artificial intelligence, power and industrial electronics, fault diagnosis and detection, transportation electrification, internet of things, electrical machines, circuits and systems, biomedicine and biomedical / haptic applications, secure communications, robotics, sensors and actuators, computer networks, smart grids, among others.
期刊最新文献
Mathematical Modeling for Pectin Extraction in Melon waste Impact of the Extreme Operating Gusts on Power Converter Connected to PMSG-based Wind Turbine for Reliability Analysis Comparative Study of Tire Models Applied to Electronic Stability Control in Automotive Simulator IoT-based Environmental Monitoring and Prediction of Banana Moisture Content in a Solar Greenhouse Dryer Learnable Query Contrast and Spatio-temporal Prediction on Point Cloud Video Pre-training
×
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