Resource provisioning policies to increase IaaS provider's profit in a federated cloud environment

Adel Nadjaran Toosi, Rodrigo N. Calheiros, Ruppa K. Thulasiram, Rajkumar Buyya

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

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.

Original languageEnglish
Title of host publicationProc.- 2011 IEEE International Conference on HPCC 2011 - 2011 IEEE International Workshop on FTDCS 2011 - Workshops of the 2011 Int. Conf. on UIC 2011- Workshops of the 2011 Int. Conf. ATC 2011
Place of PublicationPiscataway NJ USA
PublisherIEEE, Institute of Electrical and Electronics Engineers
Pages279-287
Number of pages9
ISBN (Print)9780769545387
DOIs
Publication statusPublished - 24 Nov 2011
Externally publishedYes
EventIEEE International Conference on High Performance Computing and Communications 2011 - Banff, Canada
Duration: 2 Sep 20114 Sep 2011

Conference

ConferenceIEEE International Conference on High Performance Computing and Communications 2011
CountryCanada
CityBanff
Period2/09/114/09/11

Keywords

  • Cloud Federation
  • InterCloud
  • Outsourcing
  • Spot instances

Cite this

Toosi, A. N., Calheiros, R. N., Thulasiram, R. K., & Buyya, R. (2011). Resource provisioning policies to increase IaaS provider's profit in a federated cloud environment. In Proc.- 2011 IEEE International Conference on HPCC 2011 - 2011 IEEE International Workshop on FTDCS 2011 - Workshops of the 2011 Int. Conf. on UIC 2011- Workshops of the 2011 Int. Conf. ATC 2011 (pp. 279-287). [6063003] Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/HPCC.2011.44
Toosi, Adel Nadjaran ; Calheiros, Rodrigo N. ; Thulasiram, Ruppa K. ; Buyya, Rajkumar. / Resource provisioning policies to increase IaaS provider's profit in a federated cloud environment. Proc.- 2011 IEEE International Conference on HPCC 2011 - 2011 IEEE International Workshop on FTDCS 2011 - Workshops of the 2011 Int. Conf. on UIC 2011- Workshops of the 2011 Int. Conf. ATC 2011. Piscataway NJ USA : IEEE, Institute of Electrical and Electronics Engineers, 2011. pp. 279-287
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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.",
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Toosi, AN, Calheiros, RN, Thulasiram, RK & Buyya, R 2011, Resource provisioning policies to increase IaaS provider's profit in a federated cloud environment. in Proc.- 2011 IEEE International Conference on HPCC 2011 - 2011 IEEE International Workshop on FTDCS 2011 - Workshops of the 2011 Int. Conf. on UIC 2011- Workshops of the 2011 Int. Conf. ATC 2011., 6063003, IEEE, Institute of Electrical and Electronics Engineers, Piscataway NJ USA, pp. 279-287, IEEE International Conference on High Performance Computing and Communications 2011, Banff, Canada, 2/09/11. https://doi.org/10.1109/HPCC.2011.44

Resource provisioning policies to increase IaaS provider's profit in a federated cloud environment. / Toosi, Adel Nadjaran; Calheiros, Rodrigo N.; Thulasiram, Ruppa K.; Buyya, Rajkumar.

Proc.- 2011 IEEE International Conference on HPCC 2011 - 2011 IEEE International Workshop on FTDCS 2011 - Workshops of the 2011 Int. Conf. on UIC 2011- Workshops of the 2011 Int. Conf. ATC 2011. Piscataway NJ USA : IEEE, Institute of Electrical and Electronics Engineers, 2011. p. 279-287 6063003.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

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N2 - 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.

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Toosi AN, Calheiros RN, Thulasiram RK, Buyya R. Resource provisioning policies to increase IaaS provider's profit in a federated cloud environment. In Proc.- 2011 IEEE International Conference on HPCC 2011 - 2011 IEEE International Workshop on FTDCS 2011 - Workshops of the 2011 Int. Conf. on UIC 2011- Workshops of the 2011 Int. Conf. ATC 2011. Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers. 2011. p. 279-287. 6063003 https://doi.org/10.1109/HPCC.2011.44