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UMAS learning requirement for controlling network resources

This paper presents an intelligent User Manager Agent System (UMAS) which has capability of making management decisions for balancing the network load with the users' requests for accessing network resources. A conventional users' request for accessing network resources depends on the rigi...

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Main Authors: Gani, Abdullah, Abouzakhar, N., Manson, G.
Format: Article
Published: 2003
Subjects:
T Technology (General)
Online Access:http://eprints.um.edu.my/4502/
http://www.wseas.us/e-library/conferences/joint2002/452-141.pdf
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id my.um.eprints.4502
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spelling my.um.eprints.45022018-10-11T09:26:50Z http://eprints.um.edu.my/4502/ UMAS learning requirement for controlling network resources Gani, Abdullah Abouzakhar, N. Manson, G. T Technology (General) This paper presents an intelligent User Manager Agent System (UMAS) which has capability of making management decisions for balancing the network load with the users' requests for accessing network resources. A conventional users' request for accessing network resources depends on the rigid rules setting and it can affect the overall performance of network services. UMAS provides additional measure in controlling the network services availability and responsiveness. In providing a different level of services to users, UMAS is required to perform an appropriate learning activity that can furnish an input for a decision of time allocation for a single session. This paper demonstrates the use of Neuro Fuzzy Logic for performing the learning that will be integrated into the UMAS. 2003 Article PeerReviewed Gani, Abdullah and Abouzakhar, N. and Manson, G. (2003) UMAS learning requirement for controlling network resources. Developments in Applied Artificial Intelligence, 2718. pp. 487-494. ISSN 0302-9743 http://www.wseas.us/e-library/conferences/joint2002/452-141.pdf
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic T Technology (General)
spellingShingle T Technology (General)
Gani, Abdullah
Abouzakhar, N.
Manson, G.
UMAS learning requirement for controlling network resources
description This paper presents an intelligent User Manager Agent System (UMAS) which has capability of making management decisions for balancing the network load with the users' requests for accessing network resources. A conventional users' request for accessing network resources depends on the rigid rules setting and it can affect the overall performance of network services. UMAS provides additional measure in controlling the network services availability and responsiveness. In providing a different level of services to users, UMAS is required to perform an appropriate learning activity that can furnish an input for a decision of time allocation for a single session. This paper demonstrates the use of Neuro Fuzzy Logic for performing the learning that will be integrated into the UMAS.
format Article
author Gani, Abdullah
Abouzakhar, N.
Manson, G.
author_facet Gani, Abdullah
Abouzakhar, N.
Manson, G.
author_sort Gani, Abdullah
title UMAS learning requirement for controlling network resources
title_short UMAS learning requirement for controlling network resources
title_full UMAS learning requirement for controlling network resources
title_fullStr UMAS learning requirement for controlling network resources
title_full_unstemmed UMAS learning requirement for controlling network resources
title_sort umas learning requirement for controlling network resources
publishDate 2003
url http://eprints.um.edu.my/4502/
http://www.wseas.us/e-library/conferences/joint2002/452-141.pdf
_version_ 1643687347745718272
score 13.211869

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