Bounds on the Size of Locally Recoverable Codes

被引:140
作者
Cadambe, Viveck R. [1 ]
Mazumdar, Arya [2 ]
机构
[1] Penn State Univ, Dept Elect Engn, University Pk, PA 16802 USA
[2] Univ Minnesota, Dept Elect & Comp Engn, Minneapolis, MN 55455 USA
基金
美国国家科学基金会;
关键词
Locally recoverable codes; distributed storage; binary codes; erasure correction;
D O I
10.1109/TIT.2015.2477406
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In a locally recoverable or repairable code, any symbol of a codeword can be recovered by reading only a small (constant) number of other symbols. The notion of local recoverability is important in the area of distributed storage where a most frequent error-event is a single storage node failure (erasure). A common objective is to repair the node by downloading data from as few other storage nodes as possible. In this paper, we bound the minimum distance of a code in terms of its length, size, and locality. Unlike the previous bounds, our bound follows from a significantly simple analysis and depends on the size of the alphabet being used. It turns out that the binary Simplex codes satisfy our bound with equality; hence, the Simplex codes are the first example of an optimal binary locally repairable code family. We also provide achievability results based on random coding and concatenated codes that are numerically verified to be close to our bounds.
引用
收藏
页码:5787 / 5794
页数:8
相关论文
共 30 条
[1]  
[Anonymous], P VLDB ENDOWMENT
[2]   Concatenated codes with fixed inner code and random outer code [J].
Barg, A ;
Justesen, J ;
Thommesen, C .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2001, 47 (01) :361-365
[3]   WEIGHT DISTRIBUTION AND DECODING OF CODES ON HYPERGRAPHS [J].
Barg, Alexander ;
Mazumdar, Arya ;
Zemor, Gilles .
ADVANCES IN MATHEMATICS OF COMMUNICATIONS, 2008, 2 (04) :433-450
[4]  
Boutros J., 1999, 1999 IEEE International Conference on Communications (Cat. No. 99CH36311), P441, DOI 10.1109/ICC.1999.767979
[5]  
Cadambe V, 2013, INT SYMP NETW COD
[6]  
Datta Anwitaman, 2013, SIGACT News, V44, P89
[7]  
Forney G. D., 1966, Concatenated Codes
[8]   LOW-DENSITY PARITY-CHECK CODES [J].
GALLAGER, RG .
IRE TRANSACTIONS ON INFORMATION THEORY, 1962, 8 (01) :21-&
[9]   On the Locality of Codeword Symbols [J].
Gopalan, Parikshit ;
Huang, Cheng ;
Simitci, Huseyin ;
Yekhanin, Sergey .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2012, 58 (11) :6925-6934
[10]  
Goparaju S, 2014, IEEE INT SYMP INFO, P676, DOI 10.1109/ISIT.2014.6874918