DocumentCode
2255515
Title
A trustworthy management approach for cloud services QoS data
Author
Tao, Qian ; Chang, Huiyou ; Yi, Yang ; Gu, Chunqin
Author_Institution
Dept. of Comput. Sci., Sun Yat-sen Univ., Guangzhou, China
Volume
4
fYear
2010
fDate
11-14 July 2010
Firstpage
1626
Lastpage
1631
Abstract
In cloud computing environments, computing power, storage, platforms, and software are abstracted and virtualized as all kind of cloud services. Meanwhile complex applications can be described as processes invoking services selected at runtime. As a nonfunctional requirement, quality-of-service (QoS) is an important selection basis of cloud services. Nevertheless, the complex network environment and illegal operations generally result in the untrustworthy QoS data in reality, and then influence the preciseness and trustworthiness of cloud services scheduling. This paper proposes a trustworthy management approach for cloud services QoS. Results of experiments demonstrate the effectiveness of the proposed trustworthy management approach.
Keywords
Internet; data mining; quality of service; security of data; cloud computing environments; cloud services QoS data; quality-of-service; trustworthy management approach; Cloud computing; Clouds; Clustering algorithms; Computational modeling; Distributed databases; Processor scheduling; Quality of service; Cloud services; Data mining; PAM; QoS; Trustworthiness;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
Conference_Location
Qingdao
Print_ISBN
978-1-4244-6526-2
Type
conf
DOI
10.1109/ICMLC.2010.5580998
Filename
5580998
Link To Document