Reputation-Based QoS Provisioning in Cloud Computing via Dirichlet Multinomial Model

Citation data:

2010 IEEE International Conference on Communications, ISSN: 0536-1486, Page: 1-5

Publication Year:
2010
Captures 32
Readers 32
Citations 35
Citation Indexes 35
Repository URL:
https://repository.hkbu.edu.hk/hkbu_staff_publication/94
DOI:
10.1109/icc.2010.5502407
Author(s):
Xiao, Yanping; Lin, Chuang; Jiang, Yixin; Chu, Xiaowen; Shen, Xuemin
Publisher(s):
Institute of Electrical and Electronics Engineers (IEEE); IEEE
Tags:
Computer Science; Engineering; Cloud computing; QoS provisioning; Reputation
conference paper description
In Cloud computing, users with different service requirements often need to negotiate with service provider via Service Level Agreement (SLA). The unique pay-as-you-go billing way in Cloud computing challenges resource provisioning for service providers. In this paper, based on the Dirichlet multinomial model, we present an efficient reputation-based QoS provisioning scheme, which can minimize the cost of computing resources, while satisfying the desired QoS metrics. Unlike the previous counterparts, we consider the statistical probability of the response time as a practical metric rather than the typical mean response time. Numerical results show the efficiency and effectiveness of the proposed scheme. ©2010 IEEE.