{"title":"Constructing (h, d) Cooperative MSR Codes With Sub-Packetization (d − k + h)(d − k + 1)⌈n/2⌉","authors":"Zihao Zhang;Guodong Li;Sihuang Hu","doi":"10.1109/TIT.2025.3542118","DOIUrl":null,"url":null,"abstract":"We address the multi-node failure repair challenges for MDS array codes. Presently, two primary models are employed for multi-node repairs: the centralized model where all failed nodes are restored in a singular data center, and the cooperative model where failed nodes acquire data from auxiliary nodes and collaborate amongst themselves for the repair process. This paper focuses on the cooperative model, and we provide explicit constructions of optimal MDS array codes with <italic>d</i> helper nodes under this model. The sub-packetization level of our new codes is <inline-formula> <tex-math>$(d-k+h)(d-k+1)^{\\lceil n/2 \\rceil }$ </tex-math></inline-formula> where <italic>h</i> is the number of failed nodes, <italic>k</i> the number of information nodes, and <italic>n</i> the code length. This improves upon recent constructions by Liu et al. (IEEE Transactions on Information Theory, Vol. 69, 2023).","PeriodicalId":13494,"journal":{"name":"IEEE Transactions on Information Theory","volume":"71 4","pages":"2505-2516"},"PeriodicalIF":2.2000,"publicationDate":"2025-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Information Theory","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10887261/","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"COMPUTER SCIENCE, INFORMATION SYSTEMS","Score":null,"Total":0}
引用次数: 0
Abstract
We address the multi-node failure repair challenges for MDS array codes. Presently, two primary models are employed for multi-node repairs: the centralized model where all failed nodes are restored in a singular data center, and the cooperative model where failed nodes acquire data from auxiliary nodes and collaborate amongst themselves for the repair process. This paper focuses on the cooperative model, and we provide explicit constructions of optimal MDS array codes with d helper nodes under this model. The sub-packetization level of our new codes is $(d-k+h)(d-k+1)^{\lceil n/2 \rceil }$ where h is the number of failed nodes, k the number of information nodes, and n the code length. This improves upon recent constructions by Liu et al. (IEEE Transactions on Information Theory, Vol. 69, 2023).
期刊介绍:
The IEEE Transactions on Information Theory is a journal that publishes theoretical and experimental papers concerned with the transmission, processing, and utilization of information. The boundaries of acceptable subject matter are intentionally not sharply delimited. Rather, it is hoped that as the focus of research activity changes, a flexible policy will permit this Transactions to follow suit. Current appropriate topics are best reflected by recent Tables of Contents; they are summarized in the titles of editorial areas that appear on the inside front cover.