DocumentCode
112470
Title
Heterogeneity-Aware Codes With Uncoded Repair for Distributed Storage Systems
Author
Bing Zhu ; Shum, Kenneth W. ; Hui Li
Author_Institution
Sch. of Electron. & Comput. Eng., Peking Univ., Shenzhen, China
Volume
19
Issue
6
fYear
2015
fDate
Jun-15
Firstpage
901
Lastpage
904
Abstract
In practical large-scale distributed storage systems, node failures are unavoidable. It is therefore desirable to quickly recreate the failed nodes in order to maintain the system integrity. In this letter, we consider a family of erasure codes that provide uncoded repair, where the failed node is regenerated by transfer of data without extra arithmetic operations. We introduce flexible fractional repetition (FFR) code, of which the coding scheme is a concatenation of an outer MDS code and an inner repetition code. Our proposed codes are applicable to the heterogeneous network environment where node storage capacities and packet repetition degrees vary in a wide range. We present explicit constructions of FFR codes by utilizing combinatorial designs. We further propose a heuristic code construction. Evaluation results show that FFR codes outperform regenerating codes in node repair efficiency.
Keywords
combinatorial mathematics; concatenated codes; failure analysis; network coding; FFR code; combinatorial designs; concatenation code; erasure codes; flexible fractional repetition code; heterogeneity-aware codes; heterogeneous network environment; heuristic code construction; large-scale distributed storage systems; node failures; node repair efficiency; node storage capacity; outer MDS code; packet repetition degrees; regenerating codes; system integrity; uncoded repair; Bandwidth; Complexity theory; Computers; Decision support systems; Encoding; Maintenance engineering; Vectors; Distributed storage systems; combinatorial designs; regenerating codes; repair bandwidth; uncoded repair;
fLanguage
English
Journal_Title
Communications Letters, IEEE
Publisher
ieee
ISSN
1089-7798
Type
jour
DOI
10.1109/LCOMM.2015.2415495
Filename
7066224
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