DocumentCode :
128379
Title :
Joint pricing and capacity planning for IaaS cloud
Author :
Ling Tang ; Jinghui Qian ; Lei Xu ; Yu Yan
Author_Institution :
Sch. of Comput. Sci. & Eng., Nanjing Univ. of Sci. & Technol., Nanjing, China
fYear :
2014
fDate :
10-12 Feb. 2014
Firstpage :
34
Lastpage :
39
Abstract :
We consider a monopoly Infrastructure-as-a-Service (IaaS) provider market with a set of Software-as-a-Service (SaaS) providers, where each SaaS provider lease the virtual machines (VMs) from the IaaS provider to provide cloud-based application services to its end-users. We investigate the problem of designing a joint pricing and capacity planning scheme from the IaaS provider´s perspective. Specifically, we first study the SaaS providers´ optimal decisions in terms of the amount of end-user requests to admit and the number of VMs to lease, given the resource price charged by the IaaS provider. Next, based on the best responses of the SaaS providers, we study joint pricing and capacity planning to maximize the IaaS provider´s profit, which is determined by the revenue obtained through supplying the VMs and the energy cost for maintaining the active servers. By exploring the relationship between the optimal capacity and price, we simplify the original optimization problem into the a convex problem with respect to the price, and then we derive the expressions of the optimal solutions. Finally, the numerical results illustrate the efficacy of our proposed joint pricing and capacity planning scheme.
Keywords :
cloud computing; convex programming; monopoly; pricing; profitability; virtual machines; IaaS cloud; SaaS provider; VM; cloud-based application services; convex problem; end-user requests; joint pricing and capacity planning scheme; monopoly infrastructure-as-a-service provider market; optimal decisions; optimal solutions; optimization problem; profit maximization; resource price; software-as-a-service providers; virtual machines; Capacity planning; Cloud computing; Joints; Optimization; Pricing; Servers; Software as a service; Pricing; capacity planning; cloud; economics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Networking (ICOIN), 2014 International Conference on
Conference_Location :
Phuket
Type :
conf
DOI :
10.1109/ICOIN.2014.6799661
Filename :
6799661
Link To Document :
بازگشت