Abstract
In Virtualized Data Center (VDC), the workload in each node changes dynamically overtime, so the workload in some machines may exceed the threshold, which not only cannot guarantee the quality of service requirements (QoS), but also waste resources. One of the key benefits of virtualization is reassignment of a virtual machine to another physical host can be done when resource shortage or poor utilization conditions occurs in host. However, in this case, efficient migration decision is required to reduce migration cost and ping-pong effect. In this paper, we propose SLA guaranteed migration decision model for resource management in VDC based on the integrated approach of Analytical Hierarchy Process (AHP) and the Preference Ranking Organization METHod for Enrichment Evaluations (PROMETHEE). In this case, AHP is used to assign weights to the criteria to be used in selection phase, while PROMETHEE is employed to determine the priorities of the alternatives.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
Andrieux, A., et al.: Web services agreement specification (WSAgreement) (2004)
Chan, F.T.S. et al.: Global Supplier Selection: a fuzzy-AHP approach. International Journal of Production Research doi:10.1080/00207540600787200
Mevag, I.: Towards Automatic Management and Live Migration of Virtual Machines. Thesis of Oslo University (May 2007)
Doumpos, M., Zopoundidis, C.: A multi-criteria classification approach based on pair-wise comparison. European Journal of Operation Research 158, 378–389 (2004)
Tarighi, M., et.al.: A New Model for Virtual Machine Migration in Virtualized Cluster Server Based on Fuzzy Decision Making. Journal of Telecommunications 1(1) (February 2010)
Saaty, T.L.: The Analytic Hierarchy Process. McGraw-Hill, New York (1980)
Athawale, V.M., et.al.: Facility Location Selection using PROMETHEE II Method. In: Proceedings of the International Conference on Industrial Engineering and Operations Management Dhaka, Bangladesh (2010)
Yazir, Y.O., et.al.: Dynmic Resource allocation in Computing Clouds using Distributed Multiple Criteria Decision Analysis. In: IEEE 3rd International Conference on Cloud Computing (2010)
Wang, Z., et.al.: AppRAISE: Application-Level Performance Management in Virtualized Server Enviruonments. IEEE Transactions on Network and Service Management 6(4) (December 2009)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer International Publishing Switzerland
About this paper
Cite this paper
Phyo, Z.L. (2016). SLA Guaranteed Migration Decision Model Using MCDM Approach. In: Zin, T., Lin, JW., Pan, JS., Tin, P., Yokota, M. (eds) Genetic and Evolutionary Computing. Advances in Intelligent Systems and Computing, vol 387. Springer, Cham. https://doi.org/10.1007/978-3-319-23204-1_37
Download citation
DOI: https://doi.org/10.1007/978-3-319-23204-1_37
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-23203-4
Online ISBN: 978-3-319-23204-1
eBook Packages: EngineeringEngineering (R0)