DocumentCode
3230745
Title
Explicit construction of optimal exact regenerating codes for distributed storage
Author
Rashmi, K.V. ; Shah, Nihar B. ; Kumar, P.V. ; Ramchandran, Kannan
Author_Institution
Dept. of ECE, Indian Inst. Of Sci., Bangalore, India
fYear
2009
fDate
Sept. 30 2009-Oct. 2 2009
Firstpage
1243
Lastpage
1249
Abstract
Erasure coding techniques are used to increase the reliability of distributed storage systems while minimizing storage overhead. Also of interest is minimization of the bandwidth required to repair the system following a node failure. In a recent paper, Wu et al. characterize the tradeoff between the repair bandwidth and the amount of data stored per node. They also prove the existence of regenerating codes that achieve this tradeoff. In this paper, we introduce Exact Regenerating Codes, which are regenerating codes possessing the additional property of being able to duplicate the data stored at a failed node. Such codes require low processing and communication overheads, making the system practical and easy to maintain. Explicit construction of exact regenerating codes is provided for the minimum bandwidth point on the storage-repair bandwidth tradeoff, relevant to distributed-mail-server applications. A subspace based approach is provided and shown to yield necessary and sufficient conditions on a linear code to possess the exact regeneration property as well as prove the uniqueness of our construction. Also included in the paper, is an explicit construction of regenerating codes for the minimum storage point for parameters relevant to storage in peer-to-peer systems. This construction supports a variable number of nodes and can handle multiple, simultaneous node failures. All constructions given in the paper are of low complexity, requiring low field size in particular.
Keywords
distributed processing; encoding; peer-to-peer computing; software reliability; storage management; distributed storage; erasure coding techniques; node failure; optimal exact regenerating codes; peer-to-peer systems; storage-repair bandwidth; Bandwidth; Computational complexity; Costs; Linear code; Peer to peer computing; Redundancy; Sufficient conditions;
fLanguage
English
Publisher
ieee
Conference_Titel
Communication, Control, and Computing, 2009. Allerton 2009. 47th Annual Allerton Conference on
Conference_Location
Monticello, IL
Print_ISBN
978-1-4244-5870-7
Type
conf
DOI
10.1109/ALLERTON.2009.5394538
Filename
5394538
Link To Document