Queueing network modelling with distributed neural networks for service quality estimation in B-ISDN networks

Proceedings of the International Joint Conference on Neural Networks

Volumn 5, Issue , 2000, Pages 392-397

  Aussem, Alex ^a   Mahul, Antoine ^a   Marie, Raymond ^a  

^a UNIVERSITÉ CLERMONT AUVERGNE   (France)

Author keywords

[No Author keywords available]

Indexed keywords

CONGESTION CONTROL (COMMUNICATION); ESTIMATION; PACKET NETWORKS; QUEUEING NETWORKS; TELECOMMUNICATION TRAFFIC; VOICE/DATA COMMUNICATION SYSTEMS;

DISTRIBUTED FEEDFORWARD NEURAL NETWORKS;

FEEDFORWARD NEURAL NETWORKS;

EID: 0033685218     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ijcnn.2000.861501     Document Type: Conference Paper

References (17)

1. A. Aussem, "Call admission control in ATM networks with the random neural network," IEEE ICNN'94, Vol. 4, pp. 2482-2487, 1994.
2. A. Aussem and F. Murtagh, "A neuro-wavelet strategy for Web traffic forecasting," Research in Oficial Statistics, Vol. 1, No. 1, pp. 65-87, 1998.
3. A. Aussem, Sdbastien Rouxel and Raymond Marie, "Neural-based queueing system modelling for service quality estimation in B-ISDN networks", ICANN'99, Edinburgh, Scotland, pp. 970-975, 1999.
4. R. Bolla, F. Davoli, P. Maryni, T. Parsini, "An adaptive neural network admission controller for dynamic bandwidth allocation," IEEE Trans. Syst., Man, and Cyb., Vol. 28, No. 4, 1998.
5. H. Brandt, E. Nordstrom, O. Gallmo and M. Gustafsson and L. Asplund, "A hybrid neural network approach to ATM admission control", ISS'95, Berlin, pp. 283-287, 1995.
6. E. Casilari, A. Alfaro, A. reyes, A. Diaz-Estrella, F. Sandoval, "Neural modelling of Ethernet traffic over ATM networks", EANN'98, June, Gibraltar, pp. 304-307, 1998.
7. F. Clérot, P. Gouzien, R. Feraud, A. Gravey and D. Collobert, "Using neural networks for predicting transient leaky bucket characterizations of data traffic. Application to dynamic resource allocation in ATM networks", IFIP'98, Iskley, U.K., 1998.
8. COST 242, "Methods for the Performance Evaluation and Design of Broadband Multiservice Networks," Parts I Traffic Control, Final Report, Seminar version, June, 1996.
9. J.J. Custodio, M. Tascon, M. Merino and Y.A. Dimitriadis , "A new neuro-fuzzy system for efficient ATM traffic control", ICANN'99, Edinburgh, Scotland, 1999, pp. 964-969.
10. E. Gelenbe and G. Pujolle, Introduction to Queueing Networks, 2nd Ed., Wiley, 1998.
11. R. Gusella, "Characterizing the variability of arrival processes with indexes of dispersion" IEEE J. Sel. Areas Commun., No.2, Vol.9, pp. 203-211, 1991.
12. I.W. Habib, "Applications of neurocomputing in traffic management of ATM networks", Proceedings of the IEEE, No. 10, Vol. 84, Pp. 1430-1441, 1996.
13. A. Hiramatsu, "Integration of ATM Call Admission Control and Link Capacity Control by distributed neural networks," IEEE J. Sel. Areas Commun., Vol. 9, pp. 1131-1138, 1991.
14. V. Lemaire, "Connection admission control in ATM network using an artificial neural networks", HELNET'97, Montreux, Switzerland, 1997.
15. V. Lemaire and F. Clérot, "Estimation of blocking probabilities in an ATM network node using artificial neural networks for connection admission control", ITC16, 1999.
16. E. Nordström, J. Carlström, O. Gällmo and L. Asplund, "Neural networks for adaptive traffic control in ATM networks," IEEE Communications Magazine, Oct. 1995.
17. P. Tran-Gia and O. Gropp, "Performance of a neural net used as admission controller in ATM systems,'' Proc. IEEE GLOBECOM'92, Orlando, Florida, pp. 1303-1309, 1992.