Presentation 2013-12-13
An Analysis of Optimal Node Assignment for the Data Replication Protocol with File Versioningl
Satoshi FUKUMOTO, Mamoru OHARA, Masayuki ARAI,
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Abstract(in English) This paper examines the optimization problem in a distributed data replication protocol with file versioning. An analytical model is presented to determine the optimal node assignment minimizing the expected transferred data quantity per one node with the given number of total replication nodes. Since this resource allocation problem is a kind of nonlinear integer problem, it can sometimes needs tremendous computational costs when the system has enormous storage nodes. We introduce a continuous relaxed problem corresponding to the above integer problem. The optimal node assignment is analytically derived by solving the problem without computational searching. We further show the numerical examples for the results obtained by our analysis. The Monte-Carlo simulation is also employed to estimate the dynamic performance for read access.
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Keyword(in English) data replication / file versioning / optimal node assignment
Paper # DC2013-72
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Committee DC
Conference Date 2013/12/6(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) An Analysis of Optimal Node Assignment for the Data Replication Protocol with File Versioningl
Sub Title (in English)
Keyword(1) data replication
Keyword(2) file versioning
Keyword(3) optimal node assignment
1st Author's Name Satoshi FUKUMOTO
1st Author's Affiliation Faculty of System Design, Tokyo Metropolitan University()
2nd Author's Name Mamoru OHARA
2nd Author's Affiliation Faculty of System Design, Tokyo Metropolitan University
3rd Author's Name Masayuki ARAI
3rd Author's Affiliation Department of Mathematical Information Engineering, College of Industrial Technology, Nihon University
Date 2013-12-13
Paper # DC2013-72
Volume (vol) vol.113
Number (no) 353
Page pp.pp.-
#Pages 6
Date of Issue