English

Improved batch code lower bounds

Information Theory 2021-06-07 v1 math.IT

Abstract

Batch codes are a useful notion of locality for error correcting codes, originally introduced in the context of distributed storage and cryptography. Many constructions of batch codes have been given, but few lower bound (limitation) results are known, leaving gaps between the best known constructions and best known lower bounds. Towards determining the optimal redundancy of batch codes, we prove a new lower bound on the redundancy of batch codes. Specifically, we study (primitive, multiset) linear batch codes that systematically encode nn information symbols into NN codeword symbols, with the requirement that any multiset of kk symbol requests can be obtained in disjoint ways. We show that such batch codes need Ω(Nk)\Omega(\sqrt{Nk}) symbols of redundancy, improving on the previous best lower bounds of Ω(N+k)\Omega(\sqrt{N}+k) at all k=nεk=n^\varepsilon with ε(0,1)\varepsilon\in(0,1). Our proof follows from analyzing the dimension of the order-O(k)O(k) tensor of the batch code's dual code.

Keywords

Cite

@article{arxiv.2106.02163,
  title  = {Improved batch code lower bounds},
  author = {Ray Li and Mary Wootters},
  journal= {arXiv preprint arXiv:2106.02163},
  year   = {2021}
}