TY - GEN
T1 - Asymptotic interference alignment for exact repair in distributed storage systems
AU - Cadambe, Viveck R.
AU - Jafar, Syed A.
AU - Maleki, Hamed
N1 - Copyright:
Copyright 2011 Elsevier B.V., All rights reserved.
PY - 2010
Y1 - 2010
N2 - In this paper, we consider a distributed storage system where a file of size M is stored in n distributed storage nodes using an (n, k) systematic maximum distance separable (MDS) code. The (n, k) MDS code can protect the storage system from data loss in in case of failure (erasure) of storage nodes, as long as the number of failures is smaller than or equal to (n-k), because of the MDS property of the code. The problem of interest of this paper is to repair failed nodes in the storage system, by replacing them by their replicas (exact repair), as efficiently as possible, i.e., by downloading the minimum possible amount of data from the surviving nodes. Recently, the problem, termed as the exact repair bandwidth problem, has been solved for the special case of r = 1 failure using the asymptotic interference alignment scheme developed by Cadambe and Jafar in the context of the wireless interference channel. In this paper, we extend this result to find the minimum repair bandwidth for the more general case of r > 1 failures, as long as the number of failures r is smaller than (n - k) - the maximum number of failures that can be tolerated by the system.
AB - In this paper, we consider a distributed storage system where a file of size M is stored in n distributed storage nodes using an (n, k) systematic maximum distance separable (MDS) code. The (n, k) MDS code can protect the storage system from data loss in in case of failure (erasure) of storage nodes, as long as the number of failures is smaller than or equal to (n-k), because of the MDS property of the code. The problem of interest of this paper is to repair failed nodes in the storage system, by replacing them by their replicas (exact repair), as efficiently as possible, i.e., by downloading the minimum possible amount of data from the surviving nodes. Recently, the problem, termed as the exact repair bandwidth problem, has been solved for the special case of r = 1 failure using the asymptotic interference alignment scheme developed by Cadambe and Jafar in the context of the wireless interference channel. In this paper, we extend this result to find the minimum repair bandwidth for the more general case of r > 1 failures, as long as the number of failures r is smaller than (n - k) - the maximum number of failures that can be tolerated by the system.
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U2 - 10.1109/ACSSC.2010.5757811
DO - 10.1109/ACSSC.2010.5757811
M3 - Conference contribution
AN - SCOPUS:79958007118
SN - 9781424497218
T3 - Conference Record - Asilomar Conference on Signals, Systems and Computers
SP - 1617
EP - 1621
BT - Conference Record of the 44th Asilomar Conference on Signals, Systems and Computers, Asilomar 2010
T2 - 44th Asilomar Conference on Signals, Systems and Computers, Asilomar 2010
Y2 - 7 November 2010 through 10 November 2010
ER -