Autonomous Smart Routing for Network QoS
Event Location / Date(s)
New York, NY / May 17-18, 2004
Conference Name / Publication Title
Proceedings from International Conference On Autonomic Computing
ISSN or ISBN
We present an autonomous adaptive quality of service (QoS) driven network system called a "cognitive packet network" (CPN), which adaptively selects paths so as to offer best effort QoS to the end users based on user defined QoS. CPN uses neural network based reinforcement learning to make routing decisions separately at each node. Measurements on an experimental test-bed are provided to show how the system responds to the choice of QoS goals. We also discuss and evaluate an extension of CPN that uses a genetic algorithm to generate and maintain paths from previously discovered information by matching their "fitness" with respect to the desired QoS.
Gelenbe, Erol; Gellman, Michael; Lent, Ricardo; Liu, Peixiang; and Su, Pu, "Autonomous Smart Routing for Network QoS" (2004). CEC Faculty Proceedings, Presentations, Speeches and Lectures. 76.