Situated and autonomic communication an EC FET European initiative
ACM SIGCOMM Computer Communication Review
A survey of autonomic communications
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
A self-aware approach to denial of service defence
Computer Networks: The International Journal of Computer and Telecommunications Networking
A diffusion model for packet travel time in a random multihop medium
ACM Transactions on Sensor Networks (TOSN)
Admission of QoS aware users in a smart network
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Multi-Agent Reinforcement Learning for Intrusion Detection: A Case Study and Evaluation
MATES '08 Proceedings of the 6th German conference on Multiagent System Technologies
A framework for autonomic networked auctions
Proceedings of the 2007 Workshop on INnovative SERvice Technologies
Steps toward self-aware networks
Communications of the ACM - Barbara Liskov: ACM's A.M. Turing Award Winner
Multi-Agent Reinforcement Learning for Intrusion Detection: A case study and evaluation
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
A QoS-based service retrieval methodology for digital ecosystems
International Journal of Web and Grid Services
Demonstrating cognitive packet network resilience to worm attacks
Proceedings of the 17th ACM conference on Computer and communications security
Learning in the feed-forward random neural network: A critical review
Performance Evaluation
An initiative for a classified bibliography on G-networks
Performance Evaluation
The shortest path problem under partial monitoring
COLT'06 Proceedings of the 19th annual conference on Learning Theory
Users and services in intelligent networks
AINTEC'05 Proceedings of the First Asian Internet Engineering conference on Technologies for Advanced Heterogeneous Networks
Random neural networks for the adaptive control of packet networks
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
User cooperation and search in intelligent networks
WAC'05 Proceedings of the Second international IFIP conference on Autonomic Communication
Bibliography on G-networks, negative customers and applications
Mathematical and Computer Modelling: An International Journal
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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.