Binary Linear Locally Repairable Codes

被引:60
作者
Huang, Pengfei [1 ]
Yaakobi, Eitan [2 ]
Uchikawa, Hironori [3 ,4 ]
Siegel, Paul H. [1 ]
机构
[1] Univ Calif San Diego, Dept Elect & Comp Engn, Ctr Memory & Recording Res, La Jolla, CA 92093 USA
[2] Technion Israel Inst Technol, Dept Comp Sci, IL-32000 Haifa, Israel
[3] Univ Calif San Diego, Ctr Memory & Recording Res, La Jolla, CA 92093 USA
[4] Toshiba Co Ltd, Yokohama, Kanagawa 2478585, Japan
基金
以色列科学基金会;
关键词
Locally repairable codes; cyclic codes; tensor product codes; one-step majority-logic decodable codes; TENSOR PRODUCT;
D O I
10.1109/TIT.2016.2605119
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Locally repairable codes (LRCs) are a class of codes designed for the local correction of erasures. They have received considerable attention in recent years due to their applications in distributed storage. Most existing results on LRCs do not explicitly take into consideration the field size q, i.e., the size of the code alphabet. In particular, for the binary case, only a few results are known. In this paper, we present an upper bound on the minimum distance d of linear LRCs with availability, based on the work of Cadambe and Mazumdar. The bound takes into account the code length n, dimension k, locality r, availability t, and field size q. Then, we study the binary linear LRCs in three aspects. First, we focus on analyzing the locality of some classical codes, i.e., cyclic codes and Reed-Muller codes, and their modified versions, which are obtained by applying the operations of extend, shorten, expurgate, augment, and lengthen. Next, we construct LRCs using phantom parity-check symbols and multi-level tensor product structure, respectively. Compared with other previous constructions of binary LRCs with fixed locality or minimum distance, our construction is much more flexible in terms of code parameters, and gives various families of high-rate LRCs, some of which are shown to be optimal with respect to their minimum distance. Finally, the availability of LRCs is studied. We investigate the locality and availability properties of several classes of one-step majority-logic decodable codes, including cyclic simplex codes, cyclic difference-set codes, and 4-cycle free regular low-density parity-check codes. We also show the construction of a long LRC with availability from a short one-step majority-logic decodable code.
引用
收藏
页码:6268 / 6283
页数:16
相关论文
共 40 条
  • [1] On perfect codes and related concepts
    Ahlswede, R
    Aydinian, HK
    Khachatrian, LH
    [J]. DESIGNS CODES AND CRYPTOGRAPHY, 2001, 22 (03) : 221 - 237
  • [2] [Anonymous], 1978, The Theory of Error-Correcting Codes
  • [3] [Anonymous], 2004, Error Control Coding
  • [4] Repairable Fountain Codes
    Asteris, Megasthenis
    Dimakis, Alexandros G.
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2014, 32 (05) : 1037 - 1047
  • [5] EVENODD - AN EFFICIENT SCHEME FOR TOLERATING DOUBLE-DISK FAILURES IN RAID ARCHITECTURES
    BLAUM, M
    BRADY, J
    BRUCK, J
    MENON, J
    [J]. IEEE TRANSACTIONS ON COMPUTERS, 1995, 44 (02) : 192 - 202
  • [6] Cadambe V., 2015, UPPER BOUND SIZE LOC
  • [7] Cheng Huang, 2012, USENIX ANN TECHN C M, P15
  • [8] Ernvall T., 2014, CONSTRUCTIONS OPTIMA
  • [9] On the Locality of Codeword Symbols
    Gopalan, Parikshit
    Huang, Cheng
    Simitci, Huseyin
    Yekhanin, Sergey
    [J]. 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