• Journal of Internet Computing and Services
    ISSN 2287 - 1136(Online) / ISSN 1598 - 0170 (Print)
    http://jics.or.kr/

Adaptive VM Allocation and Migration Approach using Fuzzy Classification and Dynamic Threshold


Mateo, John Cristopher A.;Lee, Jaewan;, Journal of Internet Computing and Services, Vol. 18, No. 4, pp. 51-60, Aug. 2017
10.7472/jksii.2017.18.4.51, Full Text:
Keywords: Cloud computing, Virtual Machine Allocation and Migration, fuzzy logic

Abstract

With the growth of Cloud computing, it is important to consider resource management techniques to minimize the overall costs of management. In cloud environments, each host's utilization and virtual machine's request based on user preferences are dynamic in nature. To solve this problem, efficient allocation method of virtual machines to hosts where the classification of virtual machines and hosts is undetermined should be studied. In reducing the number of active hosts to reduce energy consumption, thresholds can be implemented to migrate VMs to other hosts. By using Fuzzy logic in classifying resource requests of virtual machines and resource utilization of hosts, we proposed an adaptive VM allocation and migration approach. The allocation strategy classifies the VMs according to their resource request, then assigns it to the host with the lowest resource utilization. In migrating VMs from overutilized hosts, the resource utilization of each host was used to create an upper threshold. In selecting candidate VMs for migration, virtual machines that contributed to the high resource utilization in the host were chosen to be migrated. We evaluated our work through simulations and results show that our approach was significantly better compared to other VM allocation and Migration strategies.


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Cite this article
[APA Style]
Mateo, John Cristopher A.;Lee, & Jaewan; (2017). Adaptive VM Allocation and Migration Approach using Fuzzy Classification and Dynamic Threshold. Journal of Internet Computing and Services, 18(4), 51-60. DOI: 10.7472/jksii.2017.18.4.51.

[IEEE Style]
Mateo, J. C. A.;Lee and Jaewan;, "Adaptive VM Allocation and Migration Approach using Fuzzy Classification and Dynamic Threshold," Journal of Internet Computing and Services, vol. 18, no. 4, pp. 51-60, 2017. DOI: 10.7472/jksii.2017.18.4.51.

[ACM Style]
Mateo, John Cristopher A.;Lee, and Jaewan;. 2017. Adaptive VM Allocation and Migration Approach using Fuzzy Classification and Dynamic Threshold. Journal of Internet Computing and Services, 18, 4, (2017), 51-60. DOI: 10.7472/jksii.2017.18.4.51.