Abstract
We present a vision of an Intelligent Network in which users dynamically indicate their requests for services, and formulate needs in terms of Quality of Service (QoS), duration, and pricing. Users can also monitor on-line the extent to which their requests are being satisfied. In turn, services will dynamically try to satisfy the users as best as they can, and inform the user of the level at which the requests are being satisfied, and at what cost. The network will provide guidelines and constraints to users and services, to avoid that they impede each others’ progress. This intelligent and sensible dialogue between users, services and the network can proceed constantly based on mutual observation, network and user self-observation, and on-line adaptive and distributed feedback control which proceeds at the same speed as changes in traffic flows and the events occurring in the network. We survey some of the technical problems that arise in such networks, illustrate the networked system we propose via an experimental test-bed based on the Cognitive Packet Network (CPN), and discuss the key issue of search for users and services.
Research supported by UK EPSRC under Grant GR/S52360/01 and by the EU FP6 Marie Curie Programme under project MIRG-CT-2004-506602.
The original version of this chapter was revised: The copyright line was incorrect. This has been corrected. The Erratum to this chapter is available at DOI: 10.1007/978-3-540-32993-0_29
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References
Einstein, A.: Investigations on the Theory of Brownian Motion. Dutton, New York (1926); Reprinted by Dover, New York (1956)
Feller, W.: An Introduction to Probability Theory and its Applications, vol. I and II. Wiley, New York (1966)
Gelenbe, E.: On approximate computer system models. Journal ACM 22(2), 261–269 (1975)
Medhi, J.: Stochastic Models in Queueing Theory, p. 373. Academic Press, New York (1991)
Gelenbe, E.: Learning in the recurrent random neural network. Neural Computation 5(1), 154–164 (1993)
Alpern, S.: The rendezvous search problem. SIAM J. Control & Optimization 33, 673–683 (1995)
Williams, D., Apostolopoulos, G.: QoS Routing Mechanisms and OSPF Extensions. RFC 2676 (August 1999)
Yaiche, H., Mazumdar, R.R., Rosenberg, C.: A game theoretic framework for bandwidth allocation and pricing in broadband networks. IEEE/ACM Transactions on Networks 8(5), 667–678 (2000)
Semret, N., Liao, R.R.-F., Campbell, A.T., Lazar, A.A.: Pricing, provisioning and peering: dynamic markets for differentiated Internet services and implications for network interconnections. IEEE J. Sel. Areas Comms. 18(12), 2499–2513 (2000)
Gelenbe, E., Lent, R., Xu, Z.: Measurement and performance of a cognitive packet network. Computer Networks 37, 691–791 (2001)
Gelenbe, E., Lent, R., Xu, Z.: Cognitive Packet Networks: QoS and performance. In: Proc. IEEE MASCOTS Conference, Fort Worth, TX, pp. 3–12 (October 2002) ISBN 0-7695-0728-X
Christin, N., Liebherr, J.: A QoS architecture for quantitative service differentiation. IEEE Comms. Mag. 46(6), 38–45 (2003)
Alpern, S., Baston, V.: A common notion of clockwise helps in planar rendezvous. Rendezvous on a Planar Lattice. CDAM Research Report Series 2004-7, Centre for Discrete & Applicable Mathematics, London School of Economics (2004)
Autonomic Computing Initiative, http://www.ibm.com/autonomic/
Galis, A., Denazis, S., Brou, C., Klein, C. (eds.): Programmable networks for IP service deployment. Artech House Books (2004) ISBN 1-58053-745-6
Asgari, A., Egan, R., Trimintzios, P., Pavlou, G.: Scalable monitoring support for resource management and service assurance. IEEE Network 18(6), 6–18 (2004)
Gelenbe, E., Gellman, M., Lent, R., Liu, P., Su, P.: Autonomous smart routing for network QoS. In: Proc. First International Conference on Autonomic Computing, New York, May 17-18, pp. 232–239. IEEE Computer Society, Los Alamitos (2004)
Das, S.K., Lin, H., Chaterjee, M.: An econometric model for resource management in competitive wireless data networks. IEEE Network 18(6), 20–26 (2004)
Gelenbe, E., Lent, R., Nunez, A.: Self-aware networks and QoS. Proceedings of the IEEE 92(9), 1478–1489 (2004)
Gelenbe, E.: Cognitive Packet Network. U.S. Patent No. 6, 804, 201 B1 (October 12, 2004)
Gelenbe, E., Liu, P.: Qos and routing in the cognitive packet network. In: Proceedings of the IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (to appear) (June 2005)
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Gelenbe, E. (2006). User Cooperation and Search in Intelligent Networks. In: Stavrakakis, I., Smirnov, M. (eds) Autonomic Communication. WAC 2005. Lecture Notes in Computer Science, vol 3854. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11687818_4
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