DocumentCode
3243739
Title
QoS-aware replica placement for data grid considering economic benefit
Author
Heyang Xu ; Bo Yang ; Yanmei Hu
Author_Institution
Sch. of Comput. Sci. & Eng., Univ. of Electron., Sci. & Technol. of China, Chengdu, China
fYear
2012
fDate
6-8 Dec. 2012
Firstpage
933
Lastpage
937
Abstract
Replica placement is an important technology in data grid to increase data availability and reduce access cost. Existing methods to resolve QoS-aware replica placement problem are only based on obtaining the minimal system cost. This paper further investigates the influence of economic benefit to QoS-aware replica placement problem and proposes a multi-objective optimization model. Also, an optimization algorithm based on genetic algorithm is presented. At last, a numerical experiment is given, and the result indicates that multi-objective optimization model presented in this paper can find better solution than the signal-objective optimization model.
Keywords
genetic algorithms; grid computing; quality of service; QoS-aware replica placement problem; access cost reduction; data availability; data grid; economic benefit; genetic algorithm; multiobjective optimization model; signal-objective optimization model; Biological system modeling; Quality of service; QoS; economic benefit; multi-objective optimization; replica placement;
fLanguage
English
Publisher
ieee
Conference_Titel
Parallel Distributed and Grid Computing (PDGC), 2012 2nd IEEE International Conference on
Conference_Location
Solan
Print_ISBN
978-1-4673-2922-4
Type
conf
DOI
10.1109/PDGC.2012.6449949
Filename
6449949
Link To Document