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A novel intelligent service selection method for third-party IT service

  • Jie Zhai
  • , Haiteng Zhang
  • , Guolin Hu
  • , Gaoqi He
  • , Lujin You
  • East China University of Science and Technology
  • Shanghai Dragonnet Technologies Inc. Company

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The third party IT service providers with multi brand service abilities maintain the competitive advantage over single original equipment manufacturers. It's a professional and efficient way to select a suitable service from each type of services to form a unified system of "one-stop" service for the user. D-GSS method is presented to match services' QoS with users' QoS requirements. A key challenge is how to enhance the efficiency of D-GSS method. Therefore, an improved discrete group search service (ID-GSS) is presented in this paper. The framework is mainly based on the producer-scrounger-ranger model. A min-cost function is presented in this paper to help all members in the group to find their respective approximate optimal solutions at each iteration more quickly. Thus ID-GSS has faster convergence speed than D-GSS. We study the convergence of ID-GSS method through verification and simulations.

源语言英语
主期刊名PIC 2016 - Proceedings of the 2016 IEEE International Conference on Progress in Informatics and Computing
编辑Yinglin Wang, Yaoru Sun
出版商Institute of Electrical and Electronics Engineers Inc.
643-648
页数6
ISBN(电子版)9781509034833
DOI
出版状态已出版 - 15 6月 2017
已对外发布
活动4th IEEE International Conference on Progress in Informatics and Computing, PIC 2016 - Shanghai, 中国
期限: 23 12月 201625 12月 2016

出版系列

姓名PIC 2016 - Proceedings of the 2016 IEEE International Conference on Progress in Informatics and Computing

会议

会议4th IEEE International Conference on Progress in Informatics and Computing, PIC 2016
国家/地区中国
Shanghai
时期23/12/1625/12/16

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