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New Constructions of Optimal Locally Repairable Codes With Super-Linear Length.

Authors :
Kong, Xiangliang
Wang, Xin
Ge, Gennian
Source :
IEEE Transactions on Information Theory. Oct2021, Vol. 67 Issue 10, p6491-6506. 16p.
Publication Year :
2021

Abstract

As an important coding scheme in modern distributed storage systems, locally repairable codes (LRCs) have attracted a lot of attentions from perspectives of both practical applications and theoretical research. As a major topic in the research of LRCs, bounds and constructions of the corresponding optimal codes are of particular concerns. In this work, codes with $(r,\delta)$ -locality which have optimal minimal distance w.r.t. the bound given by Prakash et al. are considered. Through parity-check matrix approach, constructions of both optimal $(r,\delta)$ -LRCs with all symbol locality ($(r,\delta)_{a}$ -LRCs) and optimal $(r,\delta)$ -LRCs with information locality ($(r,\delta)_{i}$ -LRCs) are provided. As a generalization of a work of Xing and Yuan, these constructions are built on a connection between sparse hypergraphs and optimal $(r,\delta)$ -LRCs. With the help of constructions of large sparse hypergraphs, the lengths of codes obtained from our construction can be super-linear in the alphabet size. This improves upon previous constructions when the minimal distance of the code is at least $3\delta +1$. As two applications, optimal H-LRCs with super-linear lengths and GSD codes with unbounded lengths are also constructed. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189448
Volume :
67
Issue :
10
Database :
Academic Search Index
Journal :
IEEE Transactions on Information Theory
Publication Type :
Academic Journal
Accession number :
153710490
Full Text :
https://doi.org/10.1109/TIT.2021.3103330