MDS array codes with efficient repair and small sub-packetization level

被引:0
作者
Li, Lei [1 ]
Yu, Xinchun [2 ]
Ying, Chenhao [1 ]
Chen, Liang [3 ]
Dong, Yuanyuan [3 ]
Luo, Yuan [1 ]
机构
[1] Shanghai Jiao Tong Univ, Dept Comp Sci & Engn, Dongchuan Rd 800, Shanghai 200240, Peoples R China
[2] Tsinghua Univ, Inst Data & Informat, Shenzhen Int Grad Sch, Lishui Rd, Shenzhen 518055, Guangdong, Peoples R China
[3] Alibaba Grp, West Wenyi Rd, Hangzhou, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
Distributed storage system; MDS array code; Sub-packetization level; Repair bandwidth; DISTRIBUTED STORAGE; CONSTRUCTIONS; ACCESS;
D O I
10.1007/s10623-024-01440-8
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Modern data centers use erasure codes to provide high storage efficiency and fault tolerance. Reed-Solomon code is commonly deployed in large-scale distributed storage systems due to its ease of implementation, but it consumes massive bandwidth during node repair. Minimum storage regenerating (MSR) codes is a class of maximum distance separable (MDS) codes that achieve the lower bound on repair bandwidth. However, an exponential sub-packetization level is inevitable for MSR codes, resulting in massive disk I/O consumption during node repair. Disk I/O is becoming the bottleneck of the performance in data centers where the storage system needs to frequently provide high-speed data access to clients. In this paper, we consider disk I/O as an important metric to evaluate the performance of a code and construct MDS array codes with efficient repair under small sub-packetization level. Specifically, two explicit families of MDS codes with efficient repair are proposed at the sub-packetization level of O(r), where r denotes the number of parities. The first family of codes are constructed over a finite field F-q(m) where q >= n is a prime power, m>r(l-1)+1, n and l denote the code length and sub-packetization level, respectively. The second family of codes are built upon a special binary polynomial ring where the computation operations during node repair and file reconstruction are only XORs and cyclic shifts, avoiding complex multiplications and divisions over large finite fields.
引用
收藏
页码:3783 / 3798
页数:16
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