New Cauchy MDS Array Codes with Flexible Sub-Packetization and Efficient Decoding

Cauchy maximum distance separable (MDS) array codes are widely used in storage systems that can support high fault tolerance with systematic form. However, Cauchy MDS array codes suffer from high encoding/decoding complexities and limited parameters. In this paper, we first construct new Cauchy MDS array codes with circulant structure over quotient rings that have flexible sub-packetization. We show that our codes can support more parameters than the existing Cauchy MDS array codes. The sub-packetization of our codes is a multiple of prime minus one, while the sub-packetization of the existing Rabin-Like codes and circulant Cauchy codes is prime minus one. Second, we propose a fast decoding method by designing new division algorithm and employing the LU decomposition of Cauchy matrix for the proposed Cauchy MDS array codes. We show that the decoding complexity of our codes is nearly the same as new Rabin-Like codes [16], and lower than all the other Cauchy MDS array codes.

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Publication Details

Published
2024-11-24
DOI
https://doi.org/10.1109/itw61385.2024.10806918
Citations
1
Primary Topic
Advanced Wireless Communication Techniques
Type
article
Field-Weighted Citation Impact
0.21
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New Cauchy MDS Array Codes with Flexible Sub-Packetization and Efficient Decoding

Peikai Li, Linqi Song, Hanxu Hou, Li Zhang et al.
1 citations
Advanced Wireless Communication Techniques
0.21
article

New Cauchy MDS Array Codes with Flexible Sub-Packetization and Efficient Decoding

Peikai Li, Linqi Song, Hanxu Hou, Li Zhang, Jingjie Lv
article en
1 citations

Abstract

Cauchy maximum distance separable (MDS) array codes are widely used in storage systems that can support high fault tolerance with systematic form. However, Cauchy MDS array codes suffer from high encoding/decoding complexities and limited parameters. In this paper, we first construct new Cauchy MDS array codes with circulant structure over quotient rings that have flexible sub-packetization. We show that our codes can support more parameters than the existing Cauchy MDS array codes. The sub-packetization of our codes is a multiple of prime minus one, while the sub-packetization of the existing Rabin-Like codes and circulant Cauchy codes is prime minus one. Second, we propose a fast decoding method by designing new division algorithm and employing the LU decomposition of Cauchy matrix for the proposed Cauchy MDS array codes. We show that the decoding complexity of our codes is nearly the same as new Rabin-Like codes [16], and lower than all the other Cauchy MDS array codes.

City University of Hong Kong (HK), Shenzhen University (CN), Dongguan University of Technology (CN)
Openalex Percentile: Top 44%
Advanced Wireless Communication Techniques
0.21
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New Cauchy MDS Array Codes with Flexible Sub-Packetization and Efficient Decoding — Peikai Li, Linqi Song, et al. · (2024) | TGRS Research Map | TGRS