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 :
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