基于NAND闪存的固态存储的长期JPEG数据保护和恢复

Yu-Chun Kuo, Ruei-Fong Chiu, Ren-Shuo Liu
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引用次数: 3

摘要

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