DocumentCode
41239
Title
Repair Locality With Multiple Erasure Tolerance
Author
Anyu Wang ; Zhifang Zhang
Author_Institution
Key Lab. of Math. Mechanization, AMSS, Beijing, China
Volume
60
Issue
11
fYear
2014
fDate
Nov. 2014
Firstpage
6979
Lastpage
6987
Abstract
In distributed storage systems, erasure codes with locality r are preferred because a coordinate can be locally repaired by accessing at most r other coordinates which in turn greatly reduces the disk I/O complexity for small r. However, the local repair may not be performed when some of the r coordinates are also erased. To overcome this problem, we propose the (r, δ)c-locality providing δ-1 nonoverlapping local repair groups of size no more than r for a coordinate. Consequently, the repair locality r can tolerate δ -1 erasures in total. We derive an upper bound on the minimum distance for any linear [n, k] code with information (r, δ)c-locality. Then, we prove existence of the codes that attain this bound when n ≥ k(r(δ - 1) + 1). Although the locality (r, δ) defined by Prakash et al. provides the same level of locality and local repair tolerance as our definition, codes with (r, δ)c-locality attaining the bound are proved to have more advantage in the minimum distance. In particular, we construct a class of codes with all symbol (r, δ)c-locality where the gain in minimum distance is Q(√r) and the information rate is close to 1.
Keywords
error correction codes; linear codes; δ-1 nonoverlapping local repair groups; disk I/O complexity; distributed storage systems; erasure codes; information (r, δ)c-locality; information rate; linear code; local repair tolerance; minimum distance; multiple erasure tolerance; upper bound; Complexity theory; Generators; Information rates; Linear codes; Maintenance engineering; Measurement; Vectors; Distributed storage; erasure codes; hot data; repair locality;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.2014.2351404
Filename
6882150
Link To Document