MDS Code Constructions with Small Sub-packetization and Near-optimal Repair Bandwidth

被引:0
作者
Guruswami, Venkatesan [1 ]
Rawat, Ankit Singh [2 ]
机构
[1] Carnegie Mellon Univ, Comp Sci Dept, Pittsburgh, PA 15213 USA
[2] MIT, Res Lab Elect, 77 Massachusetts Ave, Cambridge, MA 02139 USA
来源
PROCEEDINGS OF THE TWENTY-EIGHTH ANNUAL ACM-SIAM SYMPOSIUM ON DISCRETE ALGORITHMS | 2017年
关键词
DISTRIBUTED STORAGE;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
An (n, M) vector code C subset of F-n is a collection of M code words where n elements (from the field F) in each of the codewords are referred to as code blocks. Assuming that F congruent to B-l, the code blocks are treated as f-length vectors over the base field B. Equivalently, the code is said to have the sub-packetization level. This paper addresses the problem of constructing MDS vector codes which enable exact reconstruction of each code block by downloading small amount of information from the remaining code blocks. The repair bandwidth of a code measures the information flow from the remaining code blocks during the reconstruction of a single code block. This problem naturally arises in the context of distributed storage systems as the node repair problem [4]. Assuming that M = vertical bar B vertical bar(kl),the repair bandwidth of an MDS vector code is lower bounded by ((n - 1)/(n - k)).l symbols (over the base field B) which is also referred to as the cut-set bound [4]. For all values of n and k, the MDS vector codes that attain the cut-set bound with the sub-packetization level l = (n - k)(inverted right perpendicular n/(n-k)inverted left perpendicular) are known in the literature [23,36]. This paper presents a construction for MDS vector codes which simultaneously ensures both small repair bandwidth and small sub-packetization level. The obtained codes have the smallest possible sub-packetization level = O(n - k) for an MDS vector code and the repair bandwidth which is at most twice the cut-set bound. The paper then generalizes this code construction so that the repair bandwidth of the obtained codes approach the cut-set bound at the cost of increased sub-packetization level. The constructions presented in this paper give MDS vector codes which are linear over the base field
引用
收藏
页码:2109 / 2122
页数:14
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