Multilinear Algebra for Minimum Storage Regenerating Codes
Abstract
An -MSR (minimum storage regeneration) code is a set of nodes used to store a file. For a file of total size , each node stores symbols, any nodes recover the file, and any nodes can repair any other node via each sending out symbols. In this work, we explore various ways to re-express the infamous product-matrix construction using skew-symmetric matrices, polynomials, symmetric algebras, and exterior algebras. We then introduce a multilinear algebra foundation to produce -MSR codes for general . At the end, they include the product-matrix construction as a special case. At the end, we recover determinant codes of mode ; further restriction to makes it identical to the layered code at the MSR point. Our codes' sub-packetization level------is independent of and small. It is less than , where is Alrabiah--Guruswami's lower bound on . Furthermore, it is less than other MSR codes' for a subset of practical parameters. We offer hints on how our code repairs multiple failures at once.
Cite
@article{arxiv.2006.16998,
title = {Multilinear Algebra for Minimum Storage Regenerating Codes},
author = {Iwan Duursma and Hsin-Po Wang},
journal= {arXiv preprint arXiv:2006.16998},
year = {2022}
}
Comments
36 pages, 9 figures, 3 tables