DocumentCode :
20799
Title :
Repair Optimal Erasure Codes Through Hadamard Designs
Author :
Papailiopoulos, Dimitris S. ; Dimakis, Alexandros G. ; Cadambe, Viveck R.
Author_Institution :
Electrical Engineering, University of Southern California,
Volume :
59
Issue :
5
fYear :
2013
fDate :
May-13
Firstpage :
3021
Lastpage :
3037
Abstract :
In distributed storage systems that employ erasure coding, the issue of minimizing the total communication required to exactly rebuild a storage node after a failure arises. This repair bandwidth depends on the structure of the storage code and the repair strategies used to restore the lost data. Designing high-rate maximum-distance separable (MDS) codes that achieve the optimum repair communication has been a well-known open problem. Our work resolves, in part, this open problem. In this study, we use Hadamard matrices to construct the first explicit two-parity MDS storage code with optimal repair properties for all single node failures, including the parities. Our construction relies on a novel method of achieving perfect interference alignment over finite fields with a finite number of symbol extensions. We generalize this construction to design m -parity MDS codes that achieve the optimum repair communication for single systematic node failures.
Keywords :
Bandwidth; Encoding; Equations; Interference; Maintenance engineering; Peer to peer computing; Systematics; Code repair problem; Hadamard matrices; distributed storage; erasure codes; interference alignment; repair bandwidth;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.2013.2241819
Filename :
6416066
Link To Document :
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