DocumentCode
231302
Title
Reliable Repair Mechanisms with Low Connection Cost for Code Based Distributed Storage Systems
Author
Hsiao-Ying Lin ; Li-Ping Tung ; Lin, Bao Shuh P.
Author_Institution
Intell. Inf. & Commun. Res. Center, Nat. Chiao Tung Univ., Hinschu, Taiwan
fYear
2014
fDate
June 30 2014-July 2 2014
Firstpage
235
Lastpage
244
Abstract
Erasure codes are applied in distributed storage systems for fault-tolerance with lower storage overhead than replications. Later, decentralized erasure codes are proposed for decentralized or loosely-organized storage systems. Repair mechanisms aim at maintaining redundancy over time such that stored data are still retrievable. Two recent repair mechanisms, Noop and Coop, are designed for decentralized erasure code based distributed storage system to minimize connection cost in theoretical manner. We propose a generalized repair framework, which includes Noop and Coop as two extreme cases. We then investigate trade-off between connection cost and data retrievability from an experimental aspect in our repair framework. Our results show that a reasonable data retrievability is achievable with constant connection cost, which is less than previously analytical values. These results are valuable references for a system manager to build a reliable storage system with low connection cost.
Keywords
software fault tolerance; software maintenance; storage management; Coop repair mechanism; Noop repair mechanism; code based distributed storage system; decentralized erasure codes; erasure codes; fault-tolerance; low connection cost; reliable repair mechanism; Analytical models; Data models; Encryption; Maintenance engineering; Mathematical model; Reliability; Servers; Erasure codes; code based distributed storage systems; data retrievability; fault tolerance; regenerating codes;
fLanguage
English
Publisher
ieee
Conference_Titel
Software Security and Reliability (SERE), 2014 Eighth International Conference on
Conference_Location
San Francisco, CA
Print_ISBN
978-1-4799-4296-1
Type
conf
DOI
10.1109/SERE.2014.37
Filename
6895434
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