Repairing Reed-Solomon Codes with Side Information

We generalize the problem of recovering a lost/erased symbol in a Reed-Solomon code to the scenario in which some side information about the lost symbol is known. The side information is represented as a set \(S\) of linearly independent combinations of the sub-symbols of the lost symbol. When \(S =...

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Published inarXiv.org
Main Authors Dinh, Thi Xinh, Ba Thong Le, Son Hoang Dau, Boztas, Serdar, Kruglik, Stanislav, Han Mao Kiah, Viterbo, Emanuele, Etzion, Tuvi, Yeow Meng Chee
Format Paper
LanguageEnglish
Published Ithaca Cornell University Library, arXiv.org 12.05.2024
Subjects
Codes
Lower bounds
Polynomials
Reed-Solomon codes
Subspaces
Symbols
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Summary:We generalize the problem of recovering a lost/erased symbol in a Reed-Solomon code to the scenario in which some side information about the lost symbol is known. The side information is represented as a set \(S\) of linearly independent combinations of the sub-symbols of the lost symbol. When \(S = \varnothing\), this reduces to the standard problem of repairing a single codeword symbol. When \(S\) is a set of sub-symbols of the erased one, this becomes the repair problem with partially lost/erased symbol. We first establish that the minimum repair bandwidth depends on \(|S|\) and not the content of \(S\) and construct a lower bound on the repair bandwidth of a linear repair scheme with side information \(S\). We then consider the well-known subspace-polynomial repair schemes and show that their repair bandwidths can be optimized by choosing the right subspaces. Finally, we demonstrate several parameter regimes where the optimal bandwidths can be achieved for full-length Reed-Solomon codes.
ISSN:2331-8422