DocumentCode :
3059736
Title :
Exact-repair MDS codes for distributed storage using interference alignment
Author :
Suh, Changho ; Ramchandran, Kannan
Author_Institution :
Wireless Foundations, Univ. of California at Berkeley, Berkeley, CA, USA
fYear :
2010
fDate :
13-18 June 2010
Firstpage :
161
Lastpage :
165
Abstract :
The high repair cost of (n, k) Maximum Distance Separable (MDS) erasure codes has recently motivated a new class of codes, called Regenerating Codes, that optimally trade off storage cost for repair bandwidth. In this paper, we address bandwidth-optimal (n, k, d) Exact-Repair MDS codes, which allow for any failed node to be repaired exactly with access to arbitrary d survivor nodes, where k ≤ d ≤ n - 1. Under scalarlinear codes which do not permit symbol-splitting, we construct Exact-Repair MDS codes that are optimal in repair bandwidth for the case of k/n ≤ 1/2 and d ≥ 2k - 1. Our codes are deterministic and require a finite-field size of at most 2(n - k). Under vector-linear codes which allow for the break-up of stored symbols into arbitrarily small subsymbols, we show the existence of optimal Exact-Repair codes for the entire admissible range of possible (n, k, d), i.e., k ≤ n and k ≤ d ≤ n - 1. That is, we establish the existence of vector-linear Exact-Repair MDS codes that match the fundamental cutset lower bound. Our approach for both the constructive scalar-linear code design and for the existence of vector-linear codes is based on interference alignment techniques.
Keywords :
codes; distributed storage; exact-repair MDS codes; interference alignment; maximum distance separable erasure codes; Bandwidth; Cost function; Interference; Joining processes; Maintenance;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Theory Proceedings (ISIT), 2010 IEEE International Symposium on
Conference_Location :
Austin, TX
Print_ISBN :
978-1-4244-7890-3
Electronic_ISBN :
978-1-4244-7891-0
Type :
conf
DOI :
10.1109/ISIT.2010.5513263
Filename :
5513263
Link To Document :
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