DocumentCode
74847
Title
Explicit Maximally Recoverable Codes With Locality
Author
Gopalan, Parikshit ; Cheng Huang ; Jenkins, Bob ; Yekhanin, Sergey
Author_Institution
Microsoft Corp., Redmond, WA, USA
Volume
60
Issue
9
fYear
2014
fDate
Sept. 2014
Firstpage
5245
Lastpage
5256
Abstract
Consider a systematic linear code where some (local) parity symbols depend on few prescribed symbols, whereas other (heavy) parity symbols may depend on all data symbols. Such codes have been studied recently in the context of erasure coding for data storage, where the local parities facilitate fast recovery of any single symbol when it is erased, whereas the heavy parities provide tolerance to a large number of simultaneous erasures. A code as above is maximally recoverable, if it corrects all erasure patterns, which are information theoretically correctable given the prescribed dependence relations between data symbols and parity symbols. In this paper, we present explicit families of maximally recoverable codes with locality. We also initiate the general study of the tradeoff between maximal recoverability and alphabet size.
Keywords
error correction codes; forward error correction; linear codes; alphabet size; data storage; data symbols; erasure coding; erasure patterns; explicit maximally recoverable codes; heavy parity; information theoretically correctable; local parity; parity symbols; single symbol; systematic linear code; Equations; Linear codes; Memory; Parity check codes; Reliability; Systematics; Topology; Codes with locality; maximally recoverable codes;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.2014.2332338
Filename
6846332
Link To Document