Presentation 1993/10/22
Proposal and Evaluation on Application of Neural Network to ATM Call Admission Control Scheme
Nagao Ogino,
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Abstract(in English) In the ATM network,it is important how to allocate network resources and how to judge the admission of calls which require various transfer qualities.The author proposed a new ATM call admission control scheme based on cell transfer state monitoring which does not require the specification of the traffic descriptor parameters values by users.In this paper,an application of neural network to this control scheme is proposed to resolve some problems and improve the performance of this control scheme. Effectiveness of the application of neural network is clarified by showing the structure of this proposed control scheme with neural network,a decision method of various parameters values needed to implement this control scheme and finally the results of performance evaluation of this control scheme.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) B-ISDN / ATM / Traffic control / Call admission control scheme / Cell transfer state monitoring / Neural network
Paper # IN93-104
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Committee IN
Conference Date 1993/10/22(1days)
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Registration To Information Networks (IN)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Proposal and Evaluation on Application of Neural Network to ATM Call Admission Control Scheme
Sub Title (in English)
Keyword(1) B-ISDN
Keyword(2) ATM
Keyword(3) Traffic control
Keyword(4) Call admission control scheme
Keyword(5) Cell transfer state monitoring
Keyword(6) Neural network
1st Author's Name Nagao Ogino
1st Author's Affiliation KDD Research and Development Laboratories()
Date 1993/10/22
Paper # IN93-104
Volume (vol) vol.93
Number (no) 291
Page pp.pp.-
#Pages 8
Date of Issue