Long-Term JPEG Data Protection and Recovery for NAND Flash-Based Solid-State Storage

Yu-Chun Kuo, Ruei-Fong Chiu, Ren-Shuo Liu
{"title":"Long-Term JPEG Data Protection and Recovery for NAND Flash-Based Solid-State Storage","authors":"Yu-Chun Kuo, Ruei-Fong Chiu, Ren-Shuo Liu","doi":"10.1109/MSST.2019.000-8","DOIUrl":null,"url":null,"abstract":"NAND flash memory is widely used in solid-state storage including SD cards and eMMC chips, in which JPEG pictures are one of the most valuable data. In this work, we study NAND flash memory-aware, long-term JPEG data protection and recovery. Our goal is to increase the robustness of JPEG files stored in flash-based storage and rescue JPEG files that are corrupted due to long-term retention. JPEG files with our proposed protection techniques are compatible with existing JPEG viewers. We conduct real-system experiments by storing JPEG files on 16 nm, 3-bit-per-cell flash chips and let the JPEG files undergo a retention process equivalent to ten years at 25 degrees Celsius. Experimental results show that the proposed techniques can rescue corrupted JPEG files to achieve a PSNR improvement of up to 23.5 dB.","PeriodicalId":391517,"journal":{"name":"2019 35th Symposium on Mass Storage Systems and Technologies (MSST)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 35th Symposium on Mass Storage Systems and Technologies (MSST)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MSST.2019.000-8","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

Abstract

NAND flash memory is widely used in solid-state storage including SD cards and eMMC chips, in which JPEG pictures are one of the most valuable data. In this work, we study NAND flash memory-aware, long-term JPEG data protection and recovery. Our goal is to increase the robustness of JPEG files stored in flash-based storage and rescue JPEG files that are corrupted due to long-term retention. JPEG files with our proposed protection techniques are compatible with existing JPEG viewers. We conduct real-system experiments by storing JPEG files on 16 nm, 3-bit-per-cell flash chips and let the JPEG files undergo a retention process equivalent to ten years at 25 degrees Celsius. Experimental results show that the proposed techniques can rescue corrupted JPEG files to achieve a PSNR improvement of up to 23.5 dB.
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NAND闪存的固态存储的长期JPEG数据保护和恢复
NAND闪存广泛应用于包括SD卡和eMMC芯片在内的固态存储中,其中JPEG图片是最有价值的数据之一。在这项工作中,我们研究了NAND闪存感知,长期JPEG数据保护和恢复。我们的目标是增加存储在基于闪存的存储中的JPEG文件的健壮性,并挽救由于长期保留而损坏的JPEG文件。采用我们建议的保护技术的JPEG文件与现有的JPEG查看器兼容。我们通过将JPEG文件存储在16nm,每单元3位的闪存芯片上进行了实际系统实验,并让JPEG文件在25摄氏度下进行相当于10年的保留过程。实验结果表明,该方法可以有效地修复损坏的JPEG文件,使PSNR提高23.5 dB。
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
Mitigate HDD Fail-Slow by Pro-actively Utilizing System-level Data Redundancy with Enhanced HDD Controllability and Observability Fighting with Unknowns: Estimating the Performance of Scalable Distributed Storage Systems with Minimal Measurement Data Towards Virtual Machine Image Management for Persistent Memory CDAC: Content-Driven Deduplication-Aware Storage Cache vNVML: An Efficient User Space Library for Virtualizing and Sharing Non-Volatile Memories
×
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