On Binary Matroid Minors and Applications to Data Storage over Small Fields

被引:1
作者
Grezet, Matthias [1 ]
Freij-Hollanti, Ragnar [1 ]
Westerback, Thomas [1 ]
Hollanti, Camilla [1 ]
机构
[1] Aalto Univ, Dept Math & Syst Anal, Espoo, Finland
来源
CODING THEORY AND APPLICATIONS, ICMCTA 2017 | 2017年 / 10495卷
基金
芬兰科学院;
关键词
Binary matroids; Distributed storage systems; Lattice of cyclic flats; Locally repairable codes; Uniform minors; LOCALLY REPAIRABLE CODES;
D O I
10.1007/978-3-319-66278-7_13
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Locally repairable codes for distributed storage systems have gained a lot of interest recently, and various constructions can be found in the literature. However, most of the constructions result in either large field sizes and hence too high computational complexity for practical implementation, or in low rates translating into waste of the available storage space. In this paper we address this issue by developing theory towards code existence and design over a given field. This is done via exploiting recently established connections between linear locally repairable codes and matroids, and using matroid-theoretic characterisations of linearity over small fields. In particular, nonexistence can be shown by finding certain forbidden uniform minors within the lattice of cyclic flats. It is shown that the lattice of cyclic flats of binary matroids have additional structure that significantly restricts the possible locality properties of F 2 -linear storage codes. Moreover, a collection of criteria for detecting uniform minors from the lattice of cyclic flats of a given matroid is given, which is interesting in its own right.
引用
收藏
页码:139 / 153
页数:15
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