The embodiment of autonomie computing in the middleware for distributed system with Bayesian networks

Bo Yoon Choi, Kyung Joong Kim, Sung Bae Cho

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

Abstract

In this paper, we propose an intelligent middleware framework based on the concept of the autonomie computing. Because decisions for optimizing a system are highly dependent on the status of the system in the near future, predictions of the status can boost up the performance of system. Bayesian networks that are frequently used in the domain of user modeling are adopted as a diagnosis engine. Since there are many different kinds of behavioral patterns, it is impossible to model all of them into a single model. A Bayesian network is learned for each typical behavioral pattern. Experimental results show that the proposed method offers a promising way of intelligent middlewares.

Original languageEnglish
Title of host publicationInternational Conference on Intelligent Computing, ICIC 2006, Proceedings
PublisherSpringer Verlag
Pages1047-1052
Number of pages6
ISBN (Print)3540372717, 9783540372714
DOIs
Publication statusPublished - 2006 Jan 1
EventInternational Conference on Intelligent Computing, ICIC 2006 - Kunming, China
Duration: 2006 Aug 162006 Aug 19

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume4113 LNCS - I
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

OtherInternational Conference on Intelligent Computing, ICIC 2006
CountryChina
CityKunming
Period06/8/1606/8/19

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

Fingerprint Dive into the research topics of 'The embodiment of autonomie computing in the middleware for distributed system with Bayesian networks'. Together they form a unique fingerprint.

  • Cite this

    Choi, B. Y., Kim, K. J., & Cho, S. B. (2006). The embodiment of autonomie computing in the middleware for distributed system with Bayesian networks. In International Conference on Intelligent Computing, ICIC 2006, Proceedings (pp. 1047-1052). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4113 LNCS - I). Springer Verlag. https://doi.org/10.1007/11816157_127