Binary MDS Array Codes With Optimal Repair

被引:22
|
作者
Hou, Hanxu [1 ,2 ]
Lee, Patrick P. C. [2 ]
机构
[1] Dongguan Univ Technol, Sch Elect Engn & Intelligentizat, Dongguan 523808, Peoples R China
[2] Chinese Univ Hong Kong, Dept Comp Sci & Engn, Hong Kong, Peoples R China
基金
中国国家自然科学基金;
关键词
Maintenance engineering; Bandwidth; Encoding; Decoding; Redundancy; Binary MDS array codes; EVENODD codes; repair bandwidth; repair access; SINGLE DISK FAILURE; DISTRIBUTED STORAGE; CODING SCHEME; X-CODE; CONSTRUCTION; RECOVERY; EVENODD; RAID; STAR;
D O I
10.1109/TIT.2019.2939111
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Consider a binary maximum distance separable (MDS) array code composed of an $m\times (k+r)$ array of bits with $k$ information columns and $r$ parity columns, such that any $k$ out of $k+r$ columns suffice to reconstruct the $k$ information columns. Our goal is to provide optimal repair access for binary MDS array codes, meaning that the bandwidth triggered to repair any single failed information or parity column is minimized. In this paper, we propose a generic transformation framework for binary MDS array codes, using EVENODD codes as a motivating example, to support optimal repair access for $k+1\le d \le k+r-1$ , where $d$ denotes the number of non-failed columns that are connected for repair; note that when $d< k+r-1$ , some of the chosen $d$ columns in repairing a failed column are specific. In addition, we show how our transformation framework applies to an example of binary MDS array codes with asymptotically optimal repair access of any single information column and enables asymptotically or exactly optimal repair access for any column. Furthermore, we present a new transformation for EVENODD codes with two parity columns such that the existing efficient repair property of any information column is preserved and the repair access of parity column is optimal.
引用
收藏
页码:1405 / 1422
页数:18
相关论文
共 50 条
  • [31] Asymptotic Interference Alignment for Optimal Repair of MDS Codes in Distributed Storage
    Cadambe, Viveck R.
    Jafar, Syed Ali
    Maleki, Hamed
    Ramchandran, Kannan
    Suh, Changho
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2013, 59 (05) : 2974 - 2987
  • [32] A Generic Transformation for Optimal Repair Bandwidth and Rebuilding Access in MDS Codes
    Li, Jie
    Tang, Xiaohu
    Tian, Chao
    2017 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2017, : 1623 - 1627
  • [33] MDS array codes with efficient repair and small sub-packetization level
    Li, Lei
    Yu, Xinchun
    Ying, Chenhao
    Chen, Liang
    Dong, Yuanyuan
    Luo, Yuan
    DESIGNS CODES AND CRYPTOGRAPHY, 2024, 92 (11) : 3783 - 3798
  • [34] An Alternative Generic Transformation for Optimal Repair Bandwidth and Rebuilding Access in MDS Codes
    Li, Jie
    Tang, Xiaohu
    Tian, Chao
    2018 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2018, : 1894 - 1898
  • [35] A Generic Transformation to Enable Optimal Repair in MDS Codes for Distributed Storage Systems
    Li, Jie
    Tang, Xiaohu
    Tian, Chao
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2018, 64 (09) : 6257 - 6267
  • [36] A Repair Framework for Scalar MDS Codes
    Shanmugam, Karthikeyan
    Papailiopoulos, Dimitris S.
    Dimakis, Alexandros G.
    Caire, Giuseppe
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2014, 32 (05) : 998 - 1007
  • [37] A Repair Framework for Scalar MDS Codes
    Shanmugam, Karthikeyan
    Papailiopoulos, Dimitris S.
    Dimakis, Alexandros G.
    Caire, Giuseppe
    2012 50TH ANNUAL ALLERTON CONFERENCE ON COMMUNICATION, CONTROL, AND COMPUTING (ALLERTON), 2012, : 1166 - 1173
  • [38] Piggybacking plus Codes: MDS Array Codes with Linear Sub-Packetization to Achieve Lower Repair Bandwidth
    Shi, Hao
    Jiang, Zhengyi
    Huang, Zhongyi
    Bai, Bo
    Zhang, Gong
    Hou, Hanxu
    IEEE CONFERENCE ON GLOBAL COMMUNICATIONS, GLOBECOM, 2023, : 7351 - 7356
  • [39] OPTIMAL INSDEL CODES FROM ALMOST MDS CODES
    Wang, Jiahui
    Ding, Yang
    BULLETIN OF THE AUSTRALIAN MATHEMATICAL SOCIETY, 2025,
  • [40] Optimal binary codes and binary construction of quantum codes
    Weiliang Wang
    Yangyu Fan
    Ruihu Li
    Frontiers of Computer Science, 2014, 8 : 1024 - 1031