New constructions of optimal (r,δ)-LRCs via good polynomials

IF 1.2 3区 数学 Q1 MATHEMATICS
Yuan Gao, Siman Yang
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引用次数: 0

Abstract

Locally repairable codes (LRCs) are a class of erasure codes that are widely used in distributed storage systems, which allow for efficient recovery of data in the case of node failures or data loss. In 2014, Tamo and Barg introduced Reed-Solomon-like (RS-like) Singleton-optimal (r,δ)-LRCs based on polynomial evaluation. These constructions rely on the existence of so-called good polynomial that is constant on each of some pairwise disjoint subsets of Fq. In this paper, we extend the aforementioned constructions of RS-like LRCs and propose new constructions of (r,δ)-LRCs whose code length can be larger. These new (r,δ)-LRCs are all distance-optimal, namely, they attain an upper bound on the minimum distance that will be established in this paper. This bound is sharper than the Singleton-type bound in some cases owing to the extra conditions, it coincides with the Singleton-type bound for certain cases. Combining our constructions with known explicit good polynomials of special forms, we can get various explicit Singleton-optimal (r,δ)-LRCs with new parameters, whose code lengths are all larger than that constructed by the RS-like (r,δ)-LRCs introduced by Tamo and Barg. Note that the code length of classical RS codes and RS-like LRCs are both bounded by the field size. We explicitly construct the Singleton-optimal (r,δ)-LRCs with length n=q1+δ for any positive integers r,δ2 and (r+δ1)|(q1). We also show the existence of Singleton-optimal (r,δ)-LRCs with length q+δ over Fq=Fpa (a3) provided p2|(r+δ1), (r+δ1)|pa1 and p|δ. When δ is proportional to q, they are asymptotically longer than that constructed via elliptic curves whose length is at most q+2q. Besides, they allow more flexibility on the values of r and δ.

通过良好多项式构建最优 (r,δ)-LRC 的新方法
局部可修复码(LRC)是分布式存储系统中广泛使用的一类擦除码,可在节点故障或数据丢失的情况下高效恢复数据。2014 年,Tamo 和 Barg 推出了基于多项式评估的类里德-索罗门(RS)辛格顿最优 (r,δ)-LRC。这些构造依赖于所谓的好多项式的存在,该多项式在 Fq 的某些成对相离子集上都是常数。在本文中,我们扩展了上述类 RS LRC 的构造,并提出了代码长度可以更大的(r,δ)-LRC 的新构造。这些新的(r,δ)-LRC 都是距离最优的,即它们达到了本文将建立的最小距离的上界。在某些情况下,由于额外的条件,这个上界比 Singleton-type 上界更尖锐,在某些情况下,它与 Singleton-type 上界重合。把我们的构造与已知的特殊形式的显式好多项式结合起来,我们可以得到各种带有新参数的显式辛格利顿最优 (r,δ)-LRCs ,它们的码长都比塔莫和巴格提出的类 RS (r,δ)-LRCs 构造的码长大。请注意,经典 RS 码和类 RS LRC 的码长都受场大小的限制。对于任意正整数 r,δ≥2 和 (r+δ-1)|(q-1) ,我们明确地构造了长度为 n=q-1+δ 的 Singleton-optimal (r,δ)-LRC。我们还证明,在 p2|(r+δ-1)、(r+δ-1)|pa-1 和 p|δ 条件下,存在长度为 q+δ 的 Fq=Fpa (a≥3) 的单子最优 (r,δ)-LRC 。当 δ 与 q 成正比时,它们比通过椭圆曲线构造的渐近长,而椭圆曲线的长度最多为 q+2q。此外,它们在 r 和 δ 的取值上有更大的灵活性。
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来源期刊
CiteScore
2.00
自引率
20.00%
发文量
133
审稿时长
6-12 weeks
期刊介绍: Finite Fields and Their Applications is a peer-reviewed technical journal publishing papers in finite field theory as well as in applications of finite fields. As a result of applications in a wide variety of areas, finite fields are increasingly important in several areas of mathematics, including linear and abstract algebra, number theory and algebraic geometry, as well as in computer science, statistics, information theory, and engineering. For cohesion, and because so many applications rely on various theoretical properties of finite fields, it is essential that there be a core of high-quality papers on theoretical aspects. In addition, since much of the vitality of the area comes from computational problems, the journal publishes papers on computational aspects of finite fields as well as on algorithms and complexity of finite field-related methods. The journal also publishes papers in various applications including, but not limited to, algebraic coding theory, cryptology, combinatorial design theory, pseudorandom number generation, and linear recurring sequences. There are other areas of application to be included, but the important point is that finite fields play a nontrivial role in the theory, application, or algorithm.
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