Triple-Fault-Tolerant Binary MDS Array Codes with Asymptotically Optimal Repair

被引:0
|
作者
Hou, Hanxu [1 ,2 ]
Lee, Patrick P. C. [2 ]
Han, Yunghsiang S. [1 ]
Hu, Yuchong [3 ]
机构
[1] Dongguan Univ Technol, Sch Elect Engn & Intelligentizat, Dongguan, Peoples R China
[2] Chinese Univ Hong Kong, Dept Comp Sci & Engn, Hong Kong, Hong Kong, Peoples R China
[3] Huazhong Univ Sci & Technol, Sch Comp Sci & Technol, Wuhan, Hubei, Peoples R China
来源
2017 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT) | 2017年
基金
中国国家自然科学基金;
关键词
STORAGE-SYSTEMS; X-CODE;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Binary maximum distance separable (MDS) array codes are a special class of erasure codes for distributed storage that not only provide fault tolerance with minimum storage redundancy, but also achieve low computational complexity. They are constructed by encoding k information columns into r parity columns, in which each element in a column is a bit, such that any k out of the k + r columns suffice to recover all information bits. In addition to providing fault tolerance, it is critical to improve repair performance. Specifically, if a single column fails, our goal is to minimize the repair bandwidth by downloading the least amount of bits from d non-failed columns, where k <= d <= k + r - 1. However, existing binary MDS codes that achieve high data rates (i.e., k/(k + r) > 1/2) and minimum repair bandwidth only support double fault tolerance (i.e., r = 2), which is insufficient for failure-prone distributed storage environments in practice. This paper fills the void by proposing an explicit construction of triple-fault-tolerant (i.e., r = 3) binary MDS array codes that achieve asymptotically minimum repair bandwidth for d = k + 1.
引用
收藏
页码:839 / 843
页数:5
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