Internet traffic: periodicity, tail behavior, and performance implications

Commercial applications of grid computing

Performance analysis and grid computing

A Multi-Agent Systems Approach to Autonomic Computing

AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 1

On Honey Bees and Dynamic Server Allocation in Internet Hosting Centers

Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems

Utility-based collaboration among autonomous agents for resource allocation in data centers

AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems

Reinforcement Learning in Autonomic Computing: A Manifesto and Case Studies

IEEE Internet Computing

On the use of hybrid reinforcement learning for autonomic resource allocation

Cluster Computing

Online resource allocation using decompositional reinforcement learning

AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2

Analysis of scheduling policies under correlated job sizes

Performance Evaluation

Improvement of systems management policies using hybrid reinforcement learning

ECML'06 Proceedings of the 17th European conference on Machine Learning