A resource provisioning mechanism for Service Providers in cloud

被引：0
|
作者：
机构：
[1] Yin, Bo
[2] Wang, Ying
[3] Qiu, Xue-Song
[4] Meng, Luo-Ming
来源：
Yin, B. (yinbo@bupt.edu.cn) | 1600年 / Science Press卷 / 36期
关键词：
Capacity planning - Machine resources - Particle swarm algorithm - Profit optimization - Resource provisioning - Revenue optimization - User's satisfaction - Utility functions;
D O I：
10.3724/SP.J.1146.2013.00427
中图分类号：
学科分类号：
摘要：
Considering Service Providers (SP) revenue optimization issue, a two-stage multi-virtual machine resource provisioning mechanism is proposed in this paper. Firstly, a capacity planning model is proposed and the particle swarm algorithm is used to make resource purchase set, which can gain the maximize profit for SP. Then, a utility function to measure customer's satisfaction is proposed to optimize SP's profit in the long way. Simulation experimental results show that the proposed method improves effectively SP's profit, and gains better user's satisfaction.
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