File allocation algorithms to minimize data transmission time in distributed computing systems

被引:0
|
作者
Chang, PY [1 ]
Chen, DJ
Kavi, KM
机构
[1] Ta Hwa Inst Technol, Informat Management Dept, Hsinchu 307, Taiwan
[2] Natl Chiao Tung Univ, Dept Comp Sci & Informat Engn, Hsinchu 300, Taiwan
[3] Univ Alabama, Dept Elect & Comp Engn, Huntsville, AL 35899 USA
关键词
distributed computing system (DCS); cut; multi-commodity flow; linear programming; data replication; branch and bound;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This work addresses a files allocation problem (FAP) in distributed computing systems. This FAP attempts to minimize the expected data transfer time for a specific program that must access several data files from non-perfect computer sites. We assume that communication capacity can be reserved; hence, the data transmission behavior is modeled as a many-to-one multi-commodity flow problem. A new critical-cut method is proposed to solve this reduced multi-commodity flow problem. Based on this method, two algorithms which use branch-and-bound are proposed for this FAR The proposed algorithms are able to allocate data files having single copies or multiple replicated copies. Simulation results are presented to demonstrate the performance of the algorithms.
引用
收藏
页码:633 / 646
页数:14
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