Code-M: A Non-MDS Erasure Code Scheme to Support Fast Recovery from up to Two-Disk Failures in Storage Systems

被引:8
|
作者
Wan, Shenggang [1 ]
Cao, Qiang [1 ]
Xie, Changsheng [1 ]
Eckart, Ben [2 ]
He, Xubin [2 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Comp Sci & Tech, Wuhan 430074, Peoples R China
[2] Tennessee Technol Univ, Dept Elect & Comp Engn, Cookeville, TN 38505 USA
基金
美国国家科学基金会; 中国国家自然科学基金;
关键词
DISK FAILURES; PARITY;
D O I
10.1109/DSN.2010.5545009
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper, we present a novel coding scheme that can tolerate up to two-disk failures, satisfying the RAID-6 property. Our coding scheme, Code-M, is a non-MDS (Maximum Distance Separable, tolerating maximum failures with a given amount of redundancy) code that is optimized by trading rate for fast recovery times. Code-M is lowest density and its parity chain length is fixed at 2C - 1 for a given number of columns in a strip-set C. The rate of Code-M, or percentage of disk space occupied by non-parity data, is (C - 1)/C. We perform theoretical analysis and evaluation of the coding scheme under different configurations. Our theoretical analysis shows that Code-M has favorable reconstruction times compared to RDP, another well-established RAID-6 code. The quantitative comparisons of Code-M against RDP demonstrate recovery performance improvement by a factor of up to 5.18 under single disk failure and 2.8 under double failures using the same number of disks. Overall, Code-M is a RAID-6 type code supporting fast recovery with reduced I/O complexity.
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页码:51 / 60
页数:10
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