Optimal Locally Repairable Codes and Connections to Matroid Theory

被引:0
|
作者
Tamo, Itzhak [1 ]
Papailiopoulos, Dimitris S. [2 ]
Dimakis, Alexandros G. [2 ]
机构
[1] Univ Maryland, Dept ECE, College Pk, MD 20742 USA
[2] Univ Texas Austin, Austin, TX 78712 USA
关键词
DISTRIBUTED STORAGE; REGENERATING CODES;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Petabyte-scale distributed storage systems are currently transitioning to erasure codes to achieve higher storage efficiency. Classical codes like Reed-Solomon are highly suboptimal for distributed environments due to their high overhead in single-failure events. Locally Repairable Codes (LRCs) form a new family of codes that are repair efficient. In particular, LRCs minimize the number of nodes participating in single node repairs during which they generate small network traffic. Two large-scale distributed storage systems have already implemented different types of LRCs: Windows Azure Storage and the Hadoop Distributed File System RAID used by Facebook. The fundamental bounds for LRCs, namely the best possible distance for a given code locality, were recently discovered, but few explicit constructions exist. In this work, we present an explicit and simple to implement construction of optimal LRCs, for code parameters previously established by existence results. For the analysis of the optimality of our code, we derive a new result on the matroid represented by the code's generator matrix.
引用
收藏
页码:1814 / +
页数:2
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