Title :
A Unified Form of Exact-MSR Codes via Product-Matrix Frameworks
Author :
Sian-Jheng Lin ; Wei-Ho Chung ; Han, Yunghsiang S. ; Al-Naffouri, Tareq Y.
Author_Institution :
Res. Center for Inf. Technol. Innovation, Taipei, Taiwan
Abstract :
Regenerating codes represent a class of block codes applicable for distributed storage systems. The [n, k, d] regenerating code has data recovery capability while possessing arbitrary k out of n code fragments, and supports the capability for code fragment regeneration through the use of other arbitrary d fragments, for k ≤ d ≤ n - 1. Minimum storage regenerating (MSR) codes are a subset of regenerating codes containing the minimal size of each code fragment. The first explicit construction of MSR codes that can perform exact regeneration (named exact-MSR codes) for d ≥ 2k - 2 has been presented via a product-matrix framework. This paper addresses some of the practical issues on the construction of exact-MSR codes. The major contributions of this paper include as follows. A new product-matrix framework is proposed to directly include all feasible exact-MSR codes for d ≥ 2k - 2. The mechanism for a systematic version of exact-MSR code is proposed to minimize the computational complexities for the process of message-symbol remapping. Two practical forms of encoding matrices are presented to reduce the size of the finite field.
Keywords :
block codes; computational complexity; matrix algebra; arbitrary fragments; block codes; code fragment regeneration; computational complexity minimization; data recovery capability; distributed storage systems; encoding matrices; exact-MSR codes; finite field size reduction; message-symbol remapping; minimum storage regenerating codes; product-matrix frameworks; Complexity theory; Educational institutions; Encoding; Maintenance engineering; Symmetric matrices; Systematics; Vectors; Distributed storage; MSR codes; maximum-distance-separable (MDS) codes; maximum-distanceseparable( MDS) codes;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2014.2378255