Title :
Explicit Maximally Recoverable Codes With Locality
Author :
Gopalan, Parikshit ; Cheng Huang ; Jenkins, Bob ; Yekhanin, Sergey
Author_Institution :
Microsoft Corp., Redmond, WA, USA
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;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2014.2332338