Bidirectional Piggybacking Design for All Nodes with Sub-Packetization l = r

Ke Wang, Zhifang Zhang
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Abstract

Piggybacking design has been applied extensively in distributed storage systems in recent years, since it can reduce repair bandwidth significantly with small sub-packetization. In this work, we propose a bidirectional piggybacking design (BPD) with sub-packetization l = r, where r = n − k equals the redundancy of an [n,k] linear code. Unlike most existing piggybacking designs, there is no distinction between systematic nodes and parity nodes in BPD and the piggybacks are added bidirectionally. Consequently, BPD leads to lower average repair bandwidth than previous piggybacking designs at equal subpacketization level when r ≥ 3. However, BPD needs larger fields to maintain the MDS property. We prove two upper bounds on the field size for explicit BPD and existential constructions respectively. By computer search, our BPD can be given over a field much smaller than the proved upper bounds. As an example, we provide the BPD for the [14], [10] Reed-Solomon (RS) code over F28 and obtain approximately 50% savings in the average repair bandwidth compared with the trivial repair approach. This is the lowest repair bandwidth achieved so far for [14], [10]256 RS codes with sub-packetization l ≤ 4.
具有子分组l = r的所有节点双向承载设计
近年来,承载设计在分布式存储系统中得到了广泛的应用,因为它可以在较小的子分组下显著减少修复带宽。在这项工作中,我们提出了一种双向承载设计(BPD),子分组为l = r,其中r = n−k等于一个[n,k]线性码的冗余。与大多数现有的负载设计不同,BPD中没有系统节点和奇偶校验节点的区别,并且负载是双向添加的。因此,当r≥3时,在相同的亚分组水平下,BPD的平均修复带宽比以前的承载设计要低。但是,BPD需要更大的字段来维护MDS属性。我们分别证明了显式BPD和存在结构的域大小的两个上界。通过计算机搜索,我们的BPD可以在一个比证明的上界小得多的域上给出。作为一个例子,我们为F28上的[14]、[10]Reed-Solomon (RS)代码提供了BPD,与普通修复方法相比,平均修复带宽节省了大约50%。这是迄今为止对子分组1≤4的[14]、[10]256 RS码实现的最低修复带宽。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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