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Enhancing the dynamic load balancing technique for cloud computing using hbataabc algorithm

International Journal of Modeling, Simulation, and Scientific Computing 2020年第5期11卷 66-85页

作者： Arif Ullah Nazri Mohd Nawi Faculty of Computer Science and Information Technology Universiti Tun Hussein Onn Malaysia 86400 Johor Malaysia

Cloud computing brings incipient transmutations in different fields of life and consists of different characteristics and virtualization is one of *** machine(VM)is one of the main elements of *** is a process in which physical server changes into the virtual machine and works as a physical *** a user sends data or request for data in cloud data center,a situation can occur that may cause the virtual machines to underload data or overload *** aforementioned situation can lead to failure of the system or delay the user ***,appropriate load balancing techniques are required to surmount the above two mentioned *** balancing is a technique utilized in cloud computing for management of the resource by a condition such that a maximum throughput is achieved with slightest reaction time and additionally dividing the traffic between different servers or VM so that it can get data without any *** the amelioration of load balancing technique in this study,a novel technique is used which is coalescence of BAT and ABC algorithms both of which are nature-inspired *** the ABC algorithm local search section changes with BAT algorithm local search section,a second modification takes place in the fitness function of BAT *** proposed technique is known as hbataabc *** novel technique implemented by utilizing transfer strategy policy in VM improves the performance of data allocation system of VM in the cloud data *** check the performance of the proposed algorithm,three main parameters are used which are network average time,network stability and *** performance of the proposed novel technique is verified and tested with the help of cloudsim *** result shows that the suggested modified algorithm increases performance by 1.30%of network average time,network stability and throughput as compared with BAT algorithm,ABC algorithm and RRA ***,the propos

关键词： Cloud computing VM virtualization hybridization hbataabc natureinspired

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