Paper Info
Title
Multi-objective Virtual Machine Placement with Service Level Agreement: A Memetic Algorithm Approach
Abstract
The process of selecting which virtual machines should be located (i.e. executed) at each physical machine of a Data center is known as Virtual Machine Placement - VMP. This work proposes for the first time a multi-objective formulation of the VMP considering Service Level Agreement. A novel multiobjective memetic algorithm is also proposed to solve the formulated multi-objective problem. This proposal is validated comparing experimental results of the proposed algorithm with a brute force exhaustive search algorithm. Simulations prove the correctness of the proposed memetic algorithm and its scalability considering different experimental scenarios.
Year
DOI
Venue
2013
10.1109/UCC.2013.44
UCC
Keywords
Field
DocType
exhaustive search algorithm,data center,proposed memetic algorithm,multi-objective virtual machine placement,multi-objective formulation,memetic algorithm approach,different experimental scenario,proposed algorithm,service level agreement,multi-objective problem,novel multiobjective memetic algorithm,cloud computing,multi objective optimization,energy efficiency,resource allocation,virtual machines,memetic algorithm,virtualization
Virtualization,Memetic algorithm,Mathematical optimization,Virtual machine,Computer science,Correctness,Service-level agreement,Multi-objective optimization,Linear programming,Scalability
Conference
Citations 
PageRank 
References 
9
0.54
9
Authors
3
Name
Order
Citations
PageRank
Fabio López Pires1725.81
Benjamín Barán257247.27
Lopez Pires, F.390.54