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

  • Jie Zhai
  • , Haiteng Zhang
  • , Guolin Hu
  • , Gaoqi He
  • , Lujin You

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

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.

Original languageEnglish
Title of host publicationPIC 2016 - Proceedings of the 2016 IEEE International Conference on Progress in Informatics and Computing
EditorsYinglin Wang, Yaoru Sun
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages643-648
Number of pages6
ISBN (Electronic)9781509034833
DOIs
StatePublished - 15 Jun 2017
Externally publishedYes
Event4th IEEE International Conference on Progress in Informatics and Computing, PIC 2016 - Shanghai, China
Duration: 23 Dec 201625 Dec 2016

Publication series

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

Conference

Conference4th IEEE International Conference on Progress in Informatics and Computing, PIC 2016
Country/TerritoryChina
CityShanghai
Period23/12/1625/12/16

Keywords

  • ID-GSS method
  • Min-cost function
  • The third party IT service

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