德拉姆
错误检测和纠正
冗余(工程)
软错误
计算机科学
可靠性(半导体)
算术
误码率
可靠性工程
计算机硬件
算法
电子工程
解码方法
数学
工程类
操作系统
量子力学
物理
功率(物理)
作者
Kiheon Kwon,Dongwhee Kim,Soyoung Park,Jungrae Kim
标识
DOI:10.1109/itc-cscc58803.2023.10212882
摘要
DRAM vendors introduced On-Die Error Correction Codes (OD-ECC) to correct errors internally. Most OD-ECCs are based on Single Error Correction to correct individual bit errors. However, recent soft error experiments on HBM2 reveal that DRAM frequently experiences multi-bit errors, necessitating a stronger OD-ECC solution. This paper introduces a novel OD-ECC, EPA ECC, specifically designed to correct frequently-observed multi-bit error patterns. The key innovation of EPA ECC is the construction of multi-bit symbols aligned with common error patterns, and the application of Reed-Solomon codes to correct severe errors without increasing the redundancy ratio. Our evaluation demonstrates that EPA ECC provides higher memory reliability than the current SEC-DED OD-ECC without incurring significant system performance degradation.
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