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    Multi-Objective Awareness Schemes for Virtual Machine Placement in Cloud Computing using Reinforced Evolutionary Algorithm

    Access Status
    Fulltext not available
    Embargo Lift Date
    2026-04-08
    Authors
    Shanmugam, Veeramani
    Date
    2023
    Supervisor
    Raymond Chiong
    Iain Murray
    Sivaraman Eswaran
    Type
    Thesis
    Award
    PhD
    
    Metadata
    Show full item record
    Faculty
    Curtin Malaysia
    School
    Curtin Malaysia
    URI
    http://hdl.handle.net/20.500.11937/94868
    Collection
    • Curtin Theses
    Abstract

    In this research, the Virtual Machine Placement (VMP) problem in Cloud Computing environment have been solved effectively using a Multi-Objective Enhanced Discrete Butterfly Optimization Algorithm by considering Network, Communication, and Thermal-aware based objectives for placing virtual machines on cloud servers. The proposed algorithms are tested under standard performance metrics. The experimental results show that the proposed algorithms outperform existing evolutionary algorithms, and this encourages further investigations in the field of VMP in Cloud Computing.

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