Multilevel analysis for agent-based service composition

Arif Bramantoro, Ahlem Ben Hassine, Shigeo Matsubara, Toru Ishida

Research output: Contribution to journalArticle

11 Citations (Scopus)

Abstract

Agent-based Web service composition has become one of the most challenging research issues. Many composition techniques and formalizations have been proposed, but they are neither mature nor flexible. They assume that each sub-task is an atomic process, hence it cannot be decomposed based on user requirements. Moreover, those techniques and formalizations are not suitable for dynamic environments such as the language service domain. Language service requires a flexible formalization to accommodate the user’s language skills in conjunction with QoS. The key contributions of this paper are (i) a complete formalization that ideally reflects the nature of real applications and permits extension of the original abstract workflow (in case of failure); (ii) a novel agent-based protocol able to find satisfying solutions for this problem in real time to allow restriction and/or relaxation within the original workflow; (iii) a hybrid architecture of service oriented computing and multi-agent systems for implementing Abstract Web service, Information analysis, and User agents. Experiments are presented to find solutions that can be executed within a feasible time and space.

Original languageEnglish
Pages (from-to)63-79
Number of pages17
JournalJournal of Web Engineering
Volume14
Issue number1-2
Publication statusPublished - 2015 Mar 1

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Keywords

  • Constraint optimization
  • Multi-agent
  • Web service composition

ASJC Scopus subject areas

  • Software
  • Information Systems
  • Computer Networks and Communications

Cite this

Bramantoro, A., Hassine, A. B., Matsubara, S., & Ishida, T. (2015). Multilevel analysis for agent-based service composition. Journal of Web Engineering, 14(1-2), 63-79.