ε-MSR Codes with Small Sub-packetization

被引:0
|
作者
Rawat, Ankit Singh [1 ]
Tamo, Itzhak [2 ]
Guruswami, Venkatesan [3 ]
Efremeko, Klim [2 ]
机构
[1] MIT, 77 Massachusetts Ave, Cambridge, MA 02139 USA
[2] Tel Aviv Univ, Tel Aviv, Israel
[3] Carnegie Mellon Univ, Pittsburgh, PA 15213 USA
来源
2017 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT) | 2017年
关键词
DISTRIBUTED STORAGE;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Minimum storage regenerating (MSR) codes form a special class of maximum distance separable (MDS) codes by providing mechanisms for exact regeneration of a single code block in their codewords by downloading the minimum amount of information from the remaining code blocks. As a result, the MSR codes find application to distributed storage systems to enable node repairs with the optimal repair bandwidth. However, the construction of exact-repairable MSR codes requires working with a large sub-packetization level, which restricts the employment of these codes in practice. This paper explores exact-repairable MDS codes that significantly reduce the required sub-packetization level by achieving slightly suboptimal repair bandwidth as compared to the MSR codes. This paper presents a general approach to combine an MSR code with large sub-packetization level with a code with large enough minimum distance to construct exact-repairable MDS codes with small sub-packetization level and near-optimal repair bandwidth. For a given number of parity blocks, the codes constructed using this approach have their sub-packetization level scaling logarithmically with the code length. In addition, the obtained codes require field size linear in the code length and ensure load balancing among the intact code blocks in terms of the information downloaded from these blocks during a node repair.
引用
收藏
页码:2043 / 2047
页数:5
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