Title :
Resource optimization and cost reduction by dynamic virtual machine provisioning in cloud
Author :
Patel, Surabhi ; Bhujade, Rakesh Kumar ; Sinhal, Amit ; Kathrotia, Sugney
Author_Institution :
Rajiv Gandhi Proudyogiki Vishwavidyalaya, Vishwavidyalaya, India
Abstract :
Cloud computing delivers platform, software application and hardware infrastructure as a service over Internet. It allows the users to utilize the service on-demand and pay-per-use model as given by Amazon EC2. There are two types of cost involved, fixed and variable. Cost will rise as the demand increases. In this paper the web service request coming from users are categorized into groups and virtual machines (VM´s) are created group wise from the physical servers. Mapping of these two group id is done by application provisioner. Fixed cost is charged on requesting reserved resource as per Service Level Agreement (SLA) and variable cost for requesting instantaneous resources. Ultimate cost charged to the user is minimized by 16%. Efficient workload monitoring, grouping of VM´s and user request helps to finish user request with in time and better utilization of available resources (physical serves). Idle time of resource is reduced from 50% to 23%.
Keywords :
cloud computing; contracts; cost reduction; resource allocation; virtual machines; Amazon EC2; Internet; SLA; VM grouping; Web service request; cloud computing; cost reduction; dynamic virtual machine provisioning; fixed cost; infrastructure-as-a-service; instantaneous resource request; pay-per-use model; resource idle time; resource optimization; resource utilization; service level agreement; service on-demand; ultimate cost; variable cost; virtual machines; workload monitoring; Conferences; Informatics; Virtual machine; cloud computing; cost reduction; on-demand instance; resource optimization; spot instance;
Conference_Titel :
Advances in Computing, Communications and Informatics (ICACCI), 2013 International Conference on
Conference_Location :
Mysore
Print_ISBN :
978-1-4799-2432-5
DOI :
10.1109/ICACCI.2013.6637288