Dynamic virtual machine allocation policy in cloud computing complying with service level agreement using CloudSim

[摘要] Cloud computing provides services over the internet and provides application resources and data to the users based on their demand. Base of the Cloud Computing is consumer provider model. Cloud provider provides resources which consumer can access using cloud computing model in order to build their application based on their demand. Cloud data center is a bulk of resources on shared pool architecture for cloud user to access. Virtualization is the heart of the Cloud computing model, it provides virtual machine as per application specific configuration and those applications are free to choose their own configuration. On one hand, there is huge number of resources and on other hand it has to serve huge number of requests effectively. Therefore, resource allocation policy and scheduling policy play very important role in allocation and managing resources in this cloud computing model. This paper proposes the load balancing policy using Hungarian algorithm. Hungarian Algorithm provides dynamic load balancing policy with a monitor component. Monitor component helps to increase cloud resource utilization by managing the Hungarian algorithm by monitoring its state and altering its state based on artificial intelligent. CloudSim used in this proposal is an extensible toolkit and it simulates cloud computing environment.

[发布机构] School of Information Technology and Engineering, VIT University, Vellore; 632014, India^1

[效力级别] 工业技术

[关键词] Application specific;Artificial intelligent;Cloud computing environments;Load balancing policies;Resource allocation policy;Resource utilizations;Service Level Agreements;Virtual machine allocations