DocumentCode :
1258232
Title :
On the Locality of Codeword Symbols
Author :
Gopalan, Parikshit ; Huang, Cheng ; Simitci, Huseyin ; Yekhanin, Sergey
Author_Institution :
Microsoft Corp., Redmond, WA, USA
Volume :
58
Issue :
11
fYear :
2012
Firstpage :
6925
Lastpage :
6934
Abstract :
Consider a linear [n,k,d]q code C. We say that the ith coordinate of C has locality r , if the value at this coordinate can be recovered from accessing some other r coordinates of C. Data storage applications require codes with small redundancy, low locality for information coordinates, large distance, and low locality for parity coordinates. In this paper, we carry out an in-depth study of the relations between these parameters. We establish a tight bound for the redundancy n-k in terms of the message length, the distance, and the locality of information coordinates. We refer to codes attaining the bound as optimal. We prove some structure theorems about optimal codes, which are particularly strong for small distances. This gives a fairly complete picture of the tradeoffs between codewords length, worst case distance, and locality of information symbols. We then consider the locality of parity check symbols and erasure correction beyond worst case distance for optimal codes. Using our structure theorem, we obtain a tight bound for the locality of parity symbols possible in such codes for a broad class of parameter settings. We prove that there is a tradeoff between having good locality and the ability to correct erasures beyond the minimum distance.
Keywords :
linear codes; parity check codes; check symbol; codeword length; codeword symbol; data storage application; erasure correction; information coordinates distance; information coordination locality; information symbol locality; linear code; message length; optimal code; parameter settings; parity coordination; redundancy; structure theorem; worst case distance; Linear code; Parity check codes; Redundancy; Silicon; Systematics; Vectors; Block codes; linear codes;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.2012.2208937
Filename :
6259860
Link To Document :
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