• 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