MPEG: a video compression standard for multimedia applications
Communications of the ACM - Special issue on digital multimedia systems
Neural-Network-Based Fuzzy Logic Control and Decision System
IEEE Transactions on Computers - Special issue on artificial neural networks
Queue response to input correlation functions: discrete spectral analysis
IEEE/ACM Transactions on Networking (TON)
Queue response to input correlation functions: continuous spectral analysis
IEEE/ACM Transactions on Networking (TON)
On the self-similar nature of Ethernet traffic (extended version)
IEEE/ACM Transactions on Networking (TON)
ATM: theory and application
ATM user-network interface (UNI) specification version 3.1
ATM user-network interface (UNI) specification version 3.1
Source models for VBR broadcast-video traffic
IEEE/ACM Transactions on Networking (TON)
Design of a fuzzy traffic controller for ATM networks
IEEE/ACM Transactions on Networking (TON)
IEEE/ACM Transactions on Networking (TON)
PSD-Based Neural-net Connection Admission Control
INFOCOM '97 Proceedings of the INFOCOM '97. Sixteenth Annual Joint Conference of the IEEE Computer and Communications Societies. Driving the Information Revolution
Neural network methods with traffic descriptor compression for call admission control
INFOCOM'96 Proceedings of the Fifteenth annual joint conference of the IEEE computer and communications societies conference on The conference on computer communications - Volume 2
A neural-net based fuzzy admission controller for an ATM network
INFOCOM'96 Proceedings of the Fifteenth annual joint conference of the IEEE computer and communications societies conference on The conference on computer communications - Volume 2
A study of the burstiness of combined MPEG video and audio bitstreams
Computer Communications
Call admission control schemes: a review
IEEE Communications Magazine
IEEE Journal on Selected Areas in Communications
ATM communications network control by neural networks
IEEE Transactions on Neural Networks
A fuzzy rule-based meta-scheduler with evolutionary learning for grid computing
Engineering Applications of Artificial Intelligence
Performance evaluation of bandwidth allocation in ATM networks
International Journal of Business Information Systems
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Asynchronous transfer mode (ATM) operates in a connection-oriented mode; if sufficient resources are not available for transporting data over a network, the connection is refused. Connection admission control (CAC) deals with the question of whether or not an ATM switch can accept a new connection. This paper presents the design of a fuzzy logic controller (FLC) for CAC of Motion Picture Experts Group (MPEG) audio and video streams in an ATM network. Our approach is different from the plain use of sample input-output data for automating FLC design as frequently reported in the literature. One of the differences is that we do not use any sample data that happen to be available. Instead, we perform intensive simulations of the system, to generate sample data which are then processed to obtain unique entries for the selected combination of the values of the input variables. We compared the performance of our fuzzy-CAC to conventional CACs such as those based on average bandwidth, peak bandwidth and equivalent bandwidth and we found our scheme to produce better results.