学位论文详细信息
On error correcting codes for distributed storage
Coding Theory, Distributed Storage
Li, Xiao
关键词: Coding Theory, Distributed Storage;   
Others  :  https://www.ideals.illinois.edu/bitstream/handle/2142/107954/LI-DISSERTATION-2020.pdf?sequence=1&isAllowed=y
美国|英语
来源: The Illinois Digital Environment for Access to Learning and Scholarship
PDF
【 摘 要 】

Two popular directions of error correcting codes for distributed storage are codes with additional recovery or regenerating properties.First we have codes for additional recovery properties. Codewords in array format find applications in disk storage where columns are stored on different disks in combination with parity checks across disks that protect data against disk failures. The addition of global parities protects against sector failures on any of the disks while keeping storage overhead low. We construct sector-disk array codes that tolerate any combination of two disk failures and three sector failures with minimal overhead. This constructs for the first time codes with these parameters without relying on exhaustive search.In the regenerating direction we have some modified layered codes in a two stage construction that gives regenerating codes with small field size. For more general parameters we define a Johnson graph code as a subspace of labelings of the vertices in a Johnson graph with the property that labelings are uniquely determined by their restriction to vertex neighborhoods specified by the parameters of the code. We give a construction and main properties for the codes. We show their role in the concatenation of layered codes to give regenerating codes for storage systems.Focusing on the Minimum Storage regenerating (MSR) point with $d=n-1$, we present graphical representations of codes with parameters \\ $((n,k,d), (\alpha, \beta)) = ((qt, q(t-1), qt-1),(q^t, q^{t-1}))$ over small field size.

【 预 览 】
附件列表
Files Size Format View
On error correcting codes for distributed storage 505KB PDF download
  文献评价指标  
  下载次数:27次 浏览次数:42次