Partial MDS Codes With Regeneration

被引:7
作者
Holzbaur, Lukas [1 ]
Puchinger, Sven [1 ,2 ]
Yaakobi, Eitan [3 ]
Wachter-Zeh, Antonia [1 ]
机构
[1] Tech Univ Munich, Inst Commun Engn, D-80333 Munich, Germany
[2] Tech Univ Denmark DTU, Dept Appl Math & Comp Sci, DK-2800 Lyngby, Denmark
[3] Technion Israel Inst Technol, Comp Sci Dept, IL-3200003 Haifa, Israel
基金
以色列科学基金会; 欧盟地平线“2020”;
关键词
Maintenance engineering; Bandwidth; Redundancy; Loss measurement; Encoding; Servers; Resilience; Partial MDS codes; maximally recoverable codes; regenerating codes; erasure correction; distributed data storage; LOCALLY REPAIRABLE CODES; RANK DISTANCE; STORAGE;
D O I
10.1109/TIT.2021.3091455
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Partial MDS (PMDS) and sector-disk (SD) codes are classes of erasure correcting codes that combine locality with strong erasure correction capabilities. We construct PMDS and SD codes with local regeneration where each local code is a bandwidth-optimal regenerating MDS code. In the event of a node failure, these codes reduce both, the number of servers that have to be contacted as well as the amount of network traffic required for the repair process. The constructions require significantly smaller field size than the only other construction known in literature. Further, we present a construction of PMDS codes with global regeneration which allow to efficiently repair patterns of node failures that exceed the local erasure correction capability of the code and thereby invoke repair across different local groups.
引用
收藏
页码:6425 / 6441
页数:17
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