An Intelligent QoS Identification for Untrustworthy Web Services Via Two-phase Neural Networks

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Wang, Weidong; Wang, Liqiang; Lu, Wei;
(2016)
  • Subject: Computer Science - Software Engineering

QoS identification for untrustworthy Web services is critical in QoS management in the service computing since the performance of untrustworthy Web services may result in QoS downgrade. The key issue is to intelligently learn the characteristics of trustworthy Web servi... View more
  • References (31)
    31 references, page 1 of 4

    [1] D. Lau and J. Mylopoulos, “Designing web services with tropos,” in Proceedings of 2004 IEEE International Conference on Web Services (ICWS '04), 2004, pp. 306-313.

    [2] P. C. Zhang, Y. Zhuang, H. Leung, W. Song, and Y. Zhou, “A novel qos monitoring approach sensitive to environmental factors,” in Proceedings of the 2015 IEEE International Conference on Web Services (ICWS '15), 2015, pp. 145-152.

    [3] C. Wu, W. W. Qiu, Z. B. Zheng, X. Y. Wang, and X. H. Yang, “Qos prediction of web services based on two-phase k-means clustering,” in Proceedings of the 2015 IEEE International Conference on Web Services (ICWS '15), 2015, pp. 161-168.

    [4] X. M. Liu, A. Kale, J. Wasani, C. Ding, and Q. Yu, “Extracting, ranking, and evaluating quality features of web services through user review sentiment analysis,” in Proceedings of the 2015 IEEE International Conference on Web Services (ICWS '15), 2015, pp. 153-160.

    [5] S. G. Wang, Z. B. Zheng, Z. P. Wu, M. R. Lyu, and F. C. Yang, “Reputation measurement and malicious feedback rating prevention in web service recommendation systems,” IEEE Transactions on Services Computing, vol. 8, no. 5, pp. 755-767, 2015.

    [6] H. Ludwig, “Web services qos: External slas and internal policies or: How do we deliver what we promise?” in Proceedings of the Fourth International Conference on Web Information Systems Engineering Workshops, 2003, pp. 115-120.

    [7] S. Nepal, C. Paris, and A. Bouguettaya, “Trusting the social web: issues and challenges,” World Wide Web, vol. 18, no. 1, pp. 1-7, 2013.

    [8] Y. Y. Luo, J. Long, and J. J. Wen, “Qos collection for web services based on ws-monitor model,” in Proceedings of the 5th Asia-Pacific Symposium on Internetware, 2013, pp. 1-4.

    [9] Z. B. Zheng, Y. L. Zhang, and M. R. Lyu, “Investigating qos of real-world web services,” IEEE Transactions on Services Computing, vol. 7, no. 1, pp. 32-39, 2014.

    [10] F. N. Souza, T. C. Silva, D. J. M. Cavalcanti, N. S. Rosa, and R. M. F. Lima, “A meta-model for qos monitoring in a dynamic service-component platform,” in Proceedings of the 2015 IEEE International Conference on Services Computing (SCC '15), 2015, pp. 459-466.

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