Improving the efficiency of genetic algorithm approach to virtual machine allocation

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dc.contributor.authorJoseph, C.T.
dc.contributor.authorChandrasekaran, K.
dc.contributor.authorCyriac, R.
dc.date.accessioned2026-02-06T06:39:55Z
dc.date.issued2014
dc.description.abstractVirtual machine (VM) allocation is the process of allocating virtual machines to suitable hosts. This problem is an NP-Hard problem. It can be considered as a variation of the bin-packing problem. Among various solutions that attempt to solve this problem, several approaches that apply Genetic Algorithm have been proposed. This paper proposes a method to improve the efficiency of such approaches. Implementation of the proposed approach shows significant improvements in the runtime, memory used, energy efficiency and SLA violations. © 2014 IEEE.
dc.identifier.citationProceedings - 5th IEEE International Conference on Computer and Communication Technology, ICCCT 2014, 2014, Vol., , p. 111-116
dc.identifier.urihttps://doi.org/10.1109/ICCCT.2014.7001477
dc.identifier.urihttps://idr.nitk.ac.in/handle/123456789/32608
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.subjectCloud Computing
dc.subjectGenetic Algorithm
dc.subjectNSGA-
dc.subjectVirtual Machine Allocation
dc.titleImproving the efficiency of genetic algorithm approach to virtual machine allocation

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