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
-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