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
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;
Conference_Titel :
Parallel Distributed and Grid Computing (PDGC), 2012 2nd IEEE International Conference on
Conference_Location :
Solan
Print_ISBN :
978-1-4673-2922-4
DOI :
10.1109/PDGC.2012.6449949