Fuzzy service selection in a distributed object-oriented environment

  • Authors:
  • P. Bosc;E. Damiani;M. Fugini

  • Affiliations:
  • IRICA/ENSSAT, Lannion;-;-

  • Venue:
  • IEEE Transactions on Fuzzy Systems
  • Year:
  • 2001

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Abstract

In network-centered execution environments, client objects can transparently invoke services offered by remote server objects, according to their published interface. The object selection problem requires the evaluation of the fitness of a pool of candidate server objects on the basis of the available information about their functional and nonfunctional features. Network-centered systems usually store such information in a trader agent that can be browsed or queried by client objects. In this paper, a fuzzy data model is proposed as the basis of the design of such a trader system, taking into account synergy between objects' features. Our trader is based on a fuzzy query algebra allowing for deriving operator definitions (therefore, query execution mechanisms) at run time, on the basis of user-selected semantics