Exact-Repair MDS Code Construction Using Interference Alignment

被引:127
作者
Suh, Changho [1 ]
Ramchandran, Kannan [2 ]
机构
[1] Univ Calif Berkeley, Dept Elect Engn & Comp Sci, Berkeley, CA 94704 USA
[2] Univ Calif Berkeley, Wireless Fdn, Dept Elect Engn & Comp Sci, Berkeley, CA 94704 USA
关键词
Distributed storage; exact-repair MDS codes; interference alignment; network codes;
D O I
10.1109/TIT.2011.2105003
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The high repair cost of (n, k) Maximum Distance Separable (MDS) erasure codes has recently motivated a new class of MDS codes, called Repair MDS codes, that can significantly reduce repair bandwidth over conventional MDS codes. In this paper, we describe (n, k, d) Exact-Repair MDS codes, which allow for any failed node to be repaired exactly with access to d survivor nodes, where k <= d <= n -1. We construct Exact-Repair MDS codes that are optimal in repair bandwidth for the cases of: (a) k/n <= 1/2 and d >= 2k -1(1); (b) k <= 3. Our codes are deterministic and require a finite-field size of at most 2(n -k). Our constructive codes are based on interference alignment techniques.
引用
收藏
页码:1425 / 1442
页数:18
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