The design and performance of an intelligent Jini load balancing service

Lap Sun Cheung, Yu Kwong Kwok

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

9 Citations (Scopus)

Abstract

In this paper, we describe the design and implementation of a dynamic fuzzy-decision based load balancing system incorporated in a distributed object computing environment. The proposed approach works by using a fuzzy logic controller which informs a client object to use the most appropriate service such that load balancing among servers is achieved. We have chosen Jini to build our experimental middleware platform, on which our proposed approach as well as other approaches are implemented and compared. Extensive experiments are conducted to investigate the effectiveness of our fuzzy-decision based approach, which is found to be consistently better than other approaches.

Original languageEnglish
Title of host publicationProceedings - International Conference on Parallel Processing Workshops, ICPPW 2001
EditorsTimothy Mark Pinkston
Pages361-366
Number of pages6
ISBN (Electronic)0769512607
DOIs
Publication statusPublished - 2001
Externally publishedYes
EventInternational Conference on Parallel Processing Workshops, ICPPW 2001 - Valencia, Spain
Duration: 3 Sept 20017 Sept 2001

Publication series

NameProceedings of the International Conference on Parallel Processing Workshops
Volume2001-January
ISSN (Print)1530-2016

Conference

ConferenceInternational Conference on Parallel Processing Workshops, ICPPW 2001
Country/TerritorySpain
CityValencia
Period3/09/017/09/01

Keywords

  • Contracts
  • Distributed computing
  • Fuzzy control
  • Fuzzy logic
  • Fuzzy sets
  • Java
  • Load management
  • Middleware
  • Round robin
  • Uncertainty

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