A Method of QoS Deviation Monitoring for Web Services

被引：0
作者：
Chen Bin-Bin [1 ]
Fu Xiao-Dong [2 ]
Liu Li [1 ]
Gao Tian-Yu
Ge Jia
机构：
[1] Kunming Univ Sci & Technol, Fac Informat Engn & Automat, Kunming 650500, Peoples R China
[2] Yunnan Prov Key Lab Comp Applicat, Kunming 650500, Peoples R China
来源：
2015 27TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC) | 2015年
关键词：
Quality of Service; Web Services; Kolmogorov Smirnov; Stochastic Dominance;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Considering the fraudulent behavior of Quality of Service (QoS) for web services, a method to monitor the QoS deviation was proposed in this paper. Firstly, we used random variable to describe the uncertainty of QoS. Secondly, the divergence of QoS in different time periods was tested with Kolmogorov Smirnov (K-S) approach. Finally, we utilized stochastic dominance to judge the better one of them. Theoretical analysis and experimental data showed that the proposed method was reasonable and effective.
引用
收藏
页码：1946 / 1950
页数：5
相关论文
共 15 条
  • [1] Adel Serhani M, 2005, 2005 IEEE International Conference on Web Services, Vols 1 and 2, Proceedings, P113
  • [2] Burr Porter R, 1973, FINANCIAL QUANTITATI
  • [3] Random-QoS-aware reliable web service composition
    Fan, Xiao-Qin
    Jiang, Chang-Jun
    Wang, Jun-Li
    Pang, Shan-Chen
    [J]. Ruan Jian Xue Bao/Journal of Software, 2009, 20 (03): : 546 - 556
  • [4] Web Service Selection with Uncertain QoS Information
    Fu Xiaodong
    Zou Ping
    Shang Zhenhong
    Jiang Ying
    [J]. PROCEEDINGS OF THE 27TH CHINESE CONTROL CONFERENCE, VOL 4, 2008, : 271 - +
  • [5] A probabilistic approach to modeling and estimating the QoS of web-services-based workflows
    Hwang, San-Yih
    Wang, Haojun
    Tang, Jian
    Srivastava, Jaideep
    [J]. INFORMATION SCIENCES, 2007, 177 (23) : 5484 - 5503
  • [6] A survey of trust and reputation systems for online service provision
    Josang, Audun
    Ismail, Roslan
    Boyd, Colin
    [J]. DECISION SUPPORT SYSTEMS, 2007, 43 (02) : 618 - 644
  • [7] LEVY H., 2005, STOCHASTIC DOMINANCE
  • [8] Maximilien E.M., 2004, 2 INT C SERVICE ORIE, P212
  • [9] Service-oriented computing: State of the art and research challenges
    Papazoglou, Michael P.
    Traverso, Paolo
    Dustdar, Schahram
    Leymann, Frank
    [J]. COMPUTER, 2007, 40 (11) : 38 - +
  • [10] Probabilistic QoS and Soft Contracts for Transaction-Based Web Services Orchestrations
    IRISA, INRIA, Avenue du Général Leclerc, 35042 Rennes Cedex, France
    不详
    不详
    [J]. IEEE Trans. Serv. Comput., 2008, 4 (187-200): : 187 - 200
12