QoS aware classification of composite web services using rough approximation

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

A typical Web service composition approach contains four phases: (1) construction of the compositions, (2) generation of executable plans, (3) classification of executable plans, and (4) selection and deployment of the best executable plan. This paper adopts and extends a graph based composition approach by using a more reliable classification method, namely Dominance-based Rough Set Approach (DRSA). This method is very suitable to take into account the Quality of Service (QoS) aspects in Web service composition. The paper also illustrates the application of the DRSA on a set of composite Web services and evaluates its performance.
Original languageEnglish
Title of host publicationInformation and Knowledge Systems: Digital Technologies, Artificial Intelligence, and Decision Making
EditorsInès Saad, Camille Rosenthal-Sabroux, Faiez Gargouri, Pierre-Emmanuel Arduin
Place of PublicationCham, Switzerland
PublisherSpringer
Number of pages15
Publication statusAccepted for publication - 6 May 2021
Event5th International Conference on Information and Knowledge Systems: ICIKS 2021 -
Duration: 22 Jun 202123 Jun 2021

Publication series

NameLecture Notes in Business Information Processing
PublisherSpringer
ISSN (Print)1865-1348

Conference

Conference5th International Conference on Information and Knowledge Systems
Period22/06/2123/06/21

Keywords

  • Web service composition
  • Quality of Service
  • Dominance-based rough set approach
  • Classification
  • Decision Making
  • Artificial Intelligence

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