Title :
Resource Provisioning Policies to Increase IaaS Provider´s Profit in a Federated Cloud Environment
Author :
Toosi, Adel Nadjaran ; Calheiros, Rodrigo N. ; Thulasiram, Ruppa K. ; Buyya, Rajkumar
Author_Institution :
Dept. of Comput. Sci. & Software Eng., Univ. of Melbourne, Melbourne, VIC, Australia
Abstract :
Cloud Federation is a recent paradigm that helps Infrastructure as a Service (IaaS) providers to overcome resource limitation during spikes in demand for Virtual Machines (VMs) by outsourcing requests to other federation members. IaaS providers also have the option of terminating spot VMs, i.e, cheaper VMs that can be canceled to free resources for more profitable VM requests. By both approaches, providers can expect to reject less profitable requests. For IaaS providers, pricing and profit are two important factors, in addition to maintaining a high Quality of Service (QoS) and utilization of their resources to remain in the business. For this, a clear understanding of the usage pattern, types of requests, and infrastructure costs are necessary while making decisions to terminate spot VMs, outsourcing or contributing to the federation. In this paper, we propose policies that help in the decision-making process to increase resources utilization and profit. Simulation results indicate that the proposed policies enhance the profit, utilization, and QoS (smaller number of rejected VM requests) in a Cloud federation environment.
Keywords :
cloud computing; quality of service; virtual machines; IaaS provider profit; cloud federation environment; decision making process; federated cloud environment; infrastructure as a service; quality of service; resource limitation; resource provisioning policy; resources utilization; usage pattern; virtual machines; Availability; Computational modeling; Equations; Mathematical model; Outsourcing; Pricing; Quality of service; Cloud Federation; InterCloud; Outsourcing; Spot instances;
Conference_Titel :
High Performance Computing and Communications (HPCC), 2011 IEEE 13th International Conference on
Conference_Location :
Banff, AB
Print_ISBN :
978-1-4577-1564-8
Electronic_ISBN :
978-0-7695-4538-7
DOI :
10.1109/HPCC.2011.44