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Alphabet-Dependent Bounds for Linear Locally Repairable Codes Based on Residual Codes

Grezet, Matthias (author)
Aalto Univ, Dept Math & Syst Anal, Aalto 00076, Finland.
Freij-Hollanti, Ragnar (author)
Aalto Univ, Dept Math & Syst Anal, Aalto 00076, Finland.
Westerback, Thomas (author)
Mälardalens högskola,Utbildningsvetenskap och Matematik,MAM
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Hollanti, Camilla (author)
Aalto Univ, Dept Math & Syst Anal, Aalto 00076, Finland.
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Aalto Univ, Dept Math & Syst Anal, Aalto 00076, Finland Utbildningsvetenskap och Matematik (creator_code:org_t)
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2019
2019
English.
In: IEEE Transactions on Information Theory. - : IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC. - 0018-9448 .- 1557-9654. ; 65:10, s. 6089-6100
  • Journal article (peer-reviewed)
Abstract Subject headings
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  • Locally repairable codes (LRCs) have gained significant interest for the design of large distributed storage systems as they allow a small number of erased nodes to be recovered by accessing only a few others. Several works have thus been carried out to understand the optimal rate-distance tradeoff, but only recently the size of the alphabet has been taken into account. In this paper, a novel definition of locality is proposed to keep track of the precise number of nodes required for a local repair when the repair sets do not yield MDS codes. Then, a new alphabet-dependent bound is derived, which applies both to the new definition and the initial definition of locality. The new bound is based on consecutive residual codes and intrinsically uses the Griesmer bound. A special case of the bound yields both the extension of the Cadambe-Mazumdar bound and the Singleton-type bound for codes with locality (r, delta), implying that the new bound is at least as good as these bounds. Furthermore, an upper bound on the asymptotic rate-distance tradeoff of LRCs is derived, and yields the tightest known upper bound for large relative minimum distances. Achievability results are also provided by deriving the locality of the family of Simplex codes together with a few examples of optimal codes.

Subject headings

NATURVETENSKAP  -- Matematik -- Beräkningsmatematik (hsv//swe)
NATURAL SCIENCES  -- Mathematics -- Computational Mathematics (hsv//eng)
NATURVETENSKAP  -- Matematik -- Diskret matematik (hsv//swe)
NATURAL SCIENCES  -- Mathematics -- Discrete Mathematics (hsv//eng)
NATURVETENSKAP  -- Matematik -- Algebra och logik (hsv//swe)
NATURAL SCIENCES  -- Mathematics -- Algebra and Logic (hsv//eng)
TEKNIK OCH TEKNOLOGIER  -- Elektroteknik och elektronik -- Annan elektroteknik och elektronik (hsv//swe)
ENGINEERING AND TECHNOLOGY  -- Electrical Engineering, Electronic Engineering, Information Engineering -- Other Electrical Engineering, Electronic Engineering, Information Engineering (hsv//eng)

Keyword

Locally repairable codes (LRCs)
upper bound
Griesmer bound
Mathematics/Applied Mathematics
matematik/tillämpad matematik

Publication and Content Type

ref (subject category)
art (subject category)

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