Research challenges of autonomic computing
Proceedings of the 27th international conference on Software engineering
A survey of autonomic computing—degrees, models, and applications
ACM Computing Surveys (CSUR)
Scheduling for Reliable Execution in Autonomic Systems
ATC '08 Proceedings of the 5th international conference on Autonomic and Trusted Computing
Scheduling policy design for autonomic systems
International Journal of Autonomous and Adaptive Communications Systems
Detecting Triangle Inequality Violations in Internet Coordinate Systems by Supervised Learning
NETWORKING '09 Proceedings of the 8th International IFIP-TC 6 Networking Conference
Reinforcement learning for online control of evolutionary algorithms
ESOA'06 Proceedings of the 4th international conference on Engineering self-organising systems
Multi-policy optimization in self-organizing systems
SOAR'09 Proceedings of the First international conference on Self-organizing architectures
Towards autonomic software product lines
Proceedings of the 15th International Software Product Line Conference, Volume 2
Autonomic multi-policy optimization in pervasive systems: Overview and evaluation
ACM Transactions on Autonomous and Adaptive Systems (TAAS) - Special section on formal methods in pervasive computing, pervasive adaptation, and self-adaptive systems: Models and algorithms
Towards dependable clients: improving the reliability and availability of the browsers
Proceedings of the 9th Middleware Doctoral Symposium of the 13th ACM/IFIP/USENIX International Middleware Conference
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We report on our efforts to formulate autonomic network repair as a reinforcement-learning problem. Our implemented system is able to learn to efficiently restore network connectivity after a failure.