DocumentCode :
623834
Title :
Analysis and construction of functional regenerating codes with uncoded repair for distributed storage systems
Author :
Yuchong Hu ; Lee, Patrick P. C. ; Shum, Kenneth W.
Author_Institution :
Inst. of Network Coding, Chinese Univ. of Hong Kong, Hong Kong, China
fYear :
2013
fDate :
14-19 April 2013
Firstpage :
2355
Lastpage :
2363
Abstract :
Modern distributed storage systems apply redundancy coding techniques to stored data. One form of redundancy is based on regenerating codes, which can minimize the repair bandwidth, i.e., the amount of data transferred when repairing a failed storage node. Existing regenerating codes mainly require surviving storage nodes encode data during repair. In this paper, we study functional minimum storage regenerating (FMSR) codes, which enable uncoded repair without the encoding requirement in surviving nodes, while preserving the minimum repair bandwidth guarantees and also minimizing disk reads. Under double-fault tolerance settings, we formally prove the existence of FMSR codes, and provide a deterministic FMSR code construction that can significantly speed up the repair process. We further implement and evaluate our deterministic FMSR codes to show the benefits. Our work is built atop a practical cloud storage system that implements FMSR codes, and we provide theoretical validation to justify the practicality of FMSR codes.
Keywords :
cloud computing; codes; fault tolerant computing; redundancy; storage management; cloud storage system; data encoding; data storage; data transfer; deterministic FMSR codes; disk read minimization; distributed storage system; double-fault tolerance setting; encoding requirement; functional minimum storage regenerating codes; minimum repair bandwidth; redundancy coding technique; repair bandwidth minimization; repair process; storage node; uncoded repair; Bandwidth; Encoding; Fault tolerance; Fault tolerant systems; Maintenance engineering; Peer-to-peer computing; Reed-Solomon codes;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
INFOCOM, 2013 Proceedings IEEE
Conference_Location :
Turin
ISSN :
0743-166X
Print_ISBN :
978-1-4673-5944-3
Type :
conf
DOI :
10.1109/INFCOM.2013.6567040
Filename :
6567040
Link To Document :
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