Cognitive packet networks: QoS and performance

Proceedings - IEEE Computer Society's Annual International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems, MASCOTS

Volumn 2002-January, Issue , 2002, Pages 3-9

  Gelenbe, E ^a   Lent, R ^a   Montuori, A ^a   Xu, Zhiguang ^a  

^a University of Central Florida   (United States)

Author keywords

Cognitive packet networks; Quality of service; Reinforcement learning; Voice over ip

Indexed keywords

INTERNET PROTOCOLS; INTERNET TELEPHONY; PACKET NETWORKS; PEER TO PEER NETWORKS; REINFORCEMENT LEARNING; TELECOMMUNICATION NETWORKS; VOICE/DATA COMMUNICATION SYSTEMS;

BEST EFFORT; COGNITIVE PACKET NETWORKS; FUTURE INTERNET; IDENTICAL CONDITIONS; PEER-TO-PEER ROUTING; QOS (QUALITY OF SERVICE); QOS REQUIREMENTS; VOICE OVER IP;

QUALITY OF SERVICE;

EID: 33846630543     PISSN: 15267539     EISSN: None     Source Type: Journal    
DOI: 10.1109/MASCOT.2002.1167055     Document Type: Article

References (12)

1. R. Viswanathan and K.S. Narendra "Comparison of expedient and optimal reinforcement schemes for learning systems", J. Cybernetics, Vol. 2, pp 21-37, 1972.
2. D. Minoli, E. Minoli, "Delivering Voice over IP Network", John Wiley & Sons, New York, 1998.
3. K.S. Narendra and P. Mars, "The use of learning algorithms in telephone traffic routing - a methodology", Automatica, Vol. 19, pp. 495-502, 1983.
4. R.S. Sutton "Learning to predict the methods of temporal difference", Machine Learning, Vol. 3, pp. 9-44, 1988.
5. E. Gelenbe (1993) "Learning in the recurrent random neural network", Neural Computation, Vol. 5, No. 1, pp. 154-164, 1993.
6. E. Gelenbe, Zhi-Hong Mao, Y. Da-Li (1999) "Function approximation with spiked random networks" IEEE Trans. on Neural Networks, Vol. 10, No. 1, pp. 3-9, 1999.
7. E. Gelenbe, E. Seref, Z. Xu "Towards networks with intelligent packets", Proc. IEEE-ICTAI Conference on Tools for Artificial Intelligence, Chicago, November 9-11, 1999.
8. U. Halici, "Reinforcement learning with internal expectation for the random neural network" Eur. J. of Opns. Res., Vol. 126, no. 2, pp. 288-307, 2000.
9. E. Gelenbe, R. Lent, Z. Xu "Towards networks with cognitive packets," Proc. IEEE MASCOTS Conference, ISBN 0-7695-0728-X, pp. 3-12, San Francisco, CA, Aug. 29-Sep. 1, 2000.
10. E. Gelenbe, E. Şeref, Z. Xu, "Simulation with learning agents", Proceedings of the IEEE, Vol. 89 (2), pp. 148-157, Feb. 2001.
11. E. Gelenbe, R. Lent, Z. Xu Measurement and performance of Cognitive Packet Networks, J. Comp. Networks, Vol. 37, 691-701, 2001.
12. E. Gelenbe and R. Lent "Mobile Ad-Hoc Cognitive Packet Networks", Proc. IEEE ASWN, Paris, July 2-4, 2002.