44 research outputs found
Optimal Locally Repairable Codes via Rank-Metric Codes
This paper presents a new explicit construction for locally repairable codes
(LRCs) for distributed storage systems which possess all-symbols locality and
maximal possible minimum distance, or equivalently, can tolerate the maximal
number of node failures. This construction, based on maximum rank distance
(MRD) Gabidulin codes, provides new optimal vector and scalar LRCs. In
addition, the paper also discusses mechanisms by which codes obtained using
this construction can be used to construct LRCs with efficient repair of failed
nodes by combination of LRC with regenerating codes
Higher Hamming weights for locally recoverable codes on algebraic curves
We study the locally recoverable codes on algebraic curves. In the first part
of this article, we provide a bound of generalized Hamming weight of these
codes. Whereas in the second part, we propose a new family of algebraic
geometric LRC codes, that are LRC codes from Norm-Trace curve. Finally, using
some properties of Hermitian codes, we improve the bounds of distance proposed
in [1] for some Hermitian LRC codes.
[1] A. Barg, I. Tamo, and S. Vlladut. Locally recoverable codes on algebraic
curves. arXiv preprint arXiv:1501.04904, 2015
List Decoding of Locally Repairable Codes
We show that locally repairable codes (LRCs) can be list decoded efficiently
beyond the Johnson radius for a large range of parameters by utilizing the
local error correction capabilities. The new decoding radius is derived and the
asymptotic behavior is analyzed. We give a general list decoding algorithm for
LRCs that achieves this radius along with an explicit realization for a class
of LRCs based on Reed-Solomon codes (Tamo-Barg LRCs). Further, a probabilistic
algorithm for unique decoding of low complexity is given and its success
probability analyzed
Optimal Linear and Cyclic Locally Repairable Codes over Small Fields
We consider locally repairable codes over small fields and propose
constructions of optimal cyclic and linear codes in terms of the dimension for
a given distance and length. Four new constructions of optimal linear codes
over small fields with locality properties are developed. The first two
approaches give binary cyclic codes with locality two. While the first
construction has availability one, the second binary code is characterized by
multiple available repair sets based on a binary Simplex code. The third
approach extends the first one to q-ary cyclic codes including (binary)
extension fields, where the locality property is determined by the properties
of a shortened first-order Reed-Muller code. Non-cyclic optimal binary linear
codes with locality greater than two are obtained by the fourth construction.Comment: IEEE Information Theory Workshop (ITW) 2015, Apr 2015, Jerusalem,
Israe
On a Duality Between Recoverable Distributed Storage and Index Coding
In this paper, we introduce a model of a single-failure locally recoverable
distributed storage system. This model appears to give rise to a problem
seemingly dual of the well-studied index coding problem. The relation between
the dimensions of an optimal index code and optimal distributed storage code of
our model has been established in this paper. We also show some extensions to
vector codes.Comment: A small new section and new references added. A minor error corrected
from the previous versio
Optimal Binary Locally Repairable Codes via Anticodes
This paper presents a construction for several families of optimal binary
locally repairable codes (LRCs) with small locality (2 and 3). This
construction is based on various anticodes. It provides binary LRCs which
attain the Cadambe-Mazumdar bound. Moreover, most of these codes are optimal
with respect to the Griesmer bound