Constructions of High-Rate Minimum Storage Regenerating Codes over Small Fields

被引:0
作者
Raviv, Netanel [1 ]
Silberstein, Natalia [1 ,2 ]
Etzion, Tuvi [1 ]
机构
[1] Technion Israel Inst Technol, Dept Comp Sci, IL-3200003 Haifa, Israel
[2] Ben Gurion Univ Negev, Elect & Comp Engn, IL-8410501 Beer Sheva, Israel
来源
2016 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY | 2016年
关键词
Regenerating codes; MSR codes; access-optimal codes; subspace condition; perfect matchings; 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
This paper presents a new construction of high-rate minimum storage regenerating codes. In addition to a minimum storage in a node, these codes have the following two important properties: first, given storage l in each node, the entire stored data can be recovered from any 2 log(2) l (any 3 log(3) (l)) nodes for two parities (for three parities, respectively); second, a helper node accesses the minimum number of its symbols for repair of a failed systematic node (access-optimality). The goal of this paper is to provide a construction of such optimal codes over the smallest possible finite fields. The generator matrix of these codes is based on perfect matchings of complete graphs and hypergraphs, and on a rational canonical form of matrices. For two parities, the field size is reduced by a factor of two for access-optimal codes compared to previous constructions. For three parities, the field size is 6 log(3) l + 1 (or 3 log(3) l + 1 for fields with characteristic 2), where only non-explicit constructions with exponential field size (in log(3) l) were known so far.
引用
收藏
页码:61 / 65
页数:5
相关论文
共 17 条
[1]  
Agarwal G. K., 2015, ARXIV150104760V1
[2]   On lowest density MDS codes [J].
Blaum, M ;
Roth, RM .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1999, 45 (01) :46-59
[3]   Cyclic low-density MDS array codes [J].
Cassuto, Yuval ;
Bruck, Jehoshua .
2006 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, VOLS 1-6, PROCEEDINGS, 2006, :2794-+
[4]   Network Coding for Distributed Storage Systems [J].
Dimakis, Alexandros G. ;
Godfrey, P. Brighten ;
Wu, Yunnan ;
Wainwright, Martin J. ;
Ramchandran, Kannan .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2010, 56 (09) :4539-4551
[5]   An Improved Sub-Packetization Bound for Minimum Storage Regenerating Codes [J].
Goparaju, Sreechakra ;
Tamo, Itzhak ;
Calderbank, Robert .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2014, 60 (05) :2770-2779
[6]  
Goparaju S, 2013, IEEE INT SYMP INFO, P1616, DOI 10.1109/ISIT.2013.6620500
[7]   A Framework of Constructions of Minimal Storage Regenerating Codes With the Optimal Access/Update Property [J].
Li, Jie ;
Tang, Xiaohu ;
Parampalli, Udaya .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2015, 61 (04) :1920-1932
[8]  
Mac Lane S., 1988, ALGEBRA
[9]   Repair Optimal Erasure Codes Through Hadamard Designs [J].
Papailiopoulos, Dimitris S. ;
Dimakis, Alexandros G. ;
Cadambe, Viveck R. .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2013, 59 (05) :3021-3037
[10]   Optimal Exact-Regenerating Codes for Distributed Storage at the MSR and MBR Points via a Product-Matrix Construction [J].
Rashmi, K. V. ;
Shah, Nihar B. ;
Kumar, P. Vijay .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2011, 57 (08) :5227-5239