Virtual Machine Placement. A Multi-Objective Approach

被引:0
|
作者
Pires, Fabio Lopez [1 ]
Melgarejo, Elias [2 ]
Baran, Benjamin [3 ,4 ]
机构
[1] Parque Tecnol Itaipu, Ctr Datos, Hernandarias, Paraguay
[2] Univ Nacil Este, Fac Politecn, Ciudad del Este, Spain
[3] Univ Nacil Este, Ciudad del Este, Spain
[4] Univ Nacl Asunc, San Lorenzo, Paraguay
关键词
Virtualization; Resources Allocation; Datacenter; Cloud Computing; Energy Efficiency; Multi-Objective Optimization;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The process of selecting which virtual machines will be placed (i.e. executed) in the physical machines available in a Datacenter is known as virtual machine placement problem. This work proposes for the first time a formulation of the problem, with a multi-objective approach, of the main objective functions studied so far as mono-objective in the state of the art. Also it is proposed a multi-objective memetic algorithm for solving the proposed problem. The validity of the proposed formulation is checked by comparing experimental results of the proposed algorithm with a brute force algorithm. Finally it is experimentally verified the scalability of the used meta-heuristic.
引用
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页数:8
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