Improved Bounds and Singleton-Optimal Constructions of Locally Repairable Codes With Minimum Distance 5 and 6

被引:41
作者
Chen, Bin [1 ,2 ]
Fang, Weijun [1 ,2 ]
Xia, Shu-Tao [1 ,2 ]
Hao, Jie [3 ]
Fu, Fang-Wei [4 ,5 ,6 ]
机构
[1] Tsinghua Univ, Tsinghua Shenzhen Int Grad Sch, Shenzhen 518055, Peoples R China
[2] Peng Cheng Lab PCL, Res Ctr Networks & Commun, Shenzhen 518055, Peoples R China
[3] Beijing Univ Posts & Telecommun, Informat Secur Ctr, Beijing 100876, Peoples R China
[4] Nankai Univ, Chern Inst Math, Tianjin 300071, Peoples R China
[5] Nankai Univ, LPMC, Tianjin 300071, Peoples R China
[6] Nankai Univ, Tianjin Key Lab Network & Data Secur Technol, Tianjin 300071, Peoples R China
基金
中国国家自然科学基金; 北京市自然科学基金; 中国博士后科学基金;
关键词
Distributed storage system; locally repairable codes; singleton-like bound; finite projective plane; binary constant weight codes;
D O I
10.1109/TIT.2020.3036279
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Repair locality has been an important metric in a distributed storage system (DSS). Erasure codes with small locality are more popular in a DSS, which means fewer available nodes participating in the repair process of failed nodes. Locally repairable codes (LRCs) as a new coding scheme have given more rise to the system performance and attracted a lot of interest in the theoretical research in coding theory. The particular concern among the research problems is the bounds and optimal constructions of LRCs. The problem of optimal constructions of LRCs includes the most important case of Singleton-optimal LRCs whose minimum distance achieves the Singleton-like bound, which is the core consideration in this paper. In this work, we first of all derive an improved and general upper bound on the code length of Singleton-optimal LRCs with minimum distance d=5, 6 , some known constructions are shown to exactly achieve our new bound, which verifies its tightness. For locality r=2 and distance d=6 , we construct three new Singleton-optimal LRCs whose code length n=3(q+1) , n=3(q+root q+1) and n=3(2q-4) , respectively. Moreover, we obtain a complete characterization for Singleton-optimal LRCs with r=2 and d=6 . Such characterization has established an important connection between the existence of Singleton-optimal LRCs and that of a special subset of lines of finite projective plane PG(2, q) , thus provides a methodology for constructing LRCs with longer length based on any advance on finite projective plane PG(2, q) . In the end, we employ the well-known line-point incidence matrix and Johnson bounds for constant weight codes to derive tighter upper bounds on the code length. These new bounds further help us to prove that some of the previous Singleton-optimal constructions or their extensions achieve the longest possible code length for q=3, 4, 5, 7 . It's worth noting that all of our Singleton-optimal constructions possess small locality r=2 , which are attractive in a DSS.
引用
收藏
页码:217 / 231
页数:15
相关论文
共 29 条
[1]  
[Anonymous], 1986, THEORY ERROR CORRECT
[2]   On Optimal Locally Repairable Codes With Super-Linear Length [J].
Cai, Han ;
Miao, Ying ;
Schwartz, Moshe ;
Tang, Xiaohu .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2020, 66 (08) :4853-4868
[3]  
Casse R., 2006, Projective Geometry: An Introduction
[4]  
Charles C. J., 2006, Handbook of Combinatorial Designs
[5]  
Charpin P., 2013, FINITE FIELDS THEIR, V11
[6]  
Chen B, 2019, IEEE INT SYMP INFO, P2823, DOI [10.1109/isit.2019.8849478, 10.1109/ISIT.2019.8849478]
[7]   Constructions of Optimal (r, δ) Locally Repairable Codes via Constacyclic Codes [J].
Chen, Bin ;
Fang, Weijun ;
Xia, Shu-Tao ;
Fu, Fang-Wei .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2019, 67 (08) :5253-5263
[8]   Constructions of Optimal Cyclic (r, δ) Locally Repairable Codes [J].
Chen, Bin ;
Xia, Shu-Tao ;
Hao, Jie ;
Fu, Fang-Wei .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2018, 64 (04) :2499-2511
[9]   Galois geometries and coding theory [J].
Etzion, T. ;
Storme, L. .
DESIGNS CODES AND CRYPTOGRAPHY, 2016, 78 (01) :311-350
[10]   Equidistant codes in the Grassmannian [J].
Etzion, Tuvi ;
Raviv, Netanel .
DISCRETE APPLIED MATHEMATICS, 2015, 186 :87-97