Multilinear Algebra for Distributed Storage

被引:1
|
作者
Duursma, Iwan [1 ]
Li, Xiao [1 ,2 ]
Wang, Hsin-Po [1 ]
机构
[1] Univ Illinois, Dept Math, Urbana, IL 61801 USA
[2] Nankai Univ, Dept Probabil & Stat, Tianjin 300350, Peoples R China
关键词
distributed storage system; regenerating code; multilinear algebra; exterior algebra; REGENERATING CODES; REPAIR;
D O I
10.1137/20M1346742
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Exact-repair regenerating codes (ERRCs) are a class of codes designed for distributed storage systems. A distributed storage system is a collection of devices that collaborate to store a large file. The collaboration is such that (a) if a user contacts sufficiently many devices, the user can recover the stored file; and (b) if one device fails, the remaining healthy devices can repair the failing device to maintain the properties (a) and (b). In this work, we focus on the trade-off among file size, device capacity, and the cost of repairing failing devices. We construct ERRCs with the same set of parameters as cascade codes. It has been conjectured that this set of parameters is optimal. Our construction relies on tensors and wedges and is purely algebraic. We discuss how the codes survive simultaneous device failures.
引用
收藏
页码:552 / 587
页数:36
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