Swarm intelligence: from natural to artificial systems
Swarm intelligence: from natural to artificial systems
Anthill: A Framework for the Development of Agent-Based Peer-to-Peer Systems
ICDCS '02 Proceedings of the 22 nd International Conference on Distributed Computing Systems (ICDCS'02)
Ant Colony Optimization
Self-Organizing Agents for Grid Load Balancing
GRID '04 Proceedings of the 5th IEEE/ACM International Workshop on Grid Computing
Grid load balancing using an echo system of intelligent ants
PDCN'06 Proceedings of the 24th IASTED international conference on Parallel and distributed computing and networks
ARMS: An agent-based resource management system for grid computing
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IEEE Communications Magazine
Proceedings of the 2008 Ambi-Sys workshop on Software Organisation and MonIToring of Ambient Systems
MaGate Simulator: A Simulation Environment for a Decentralized Grid Scheduler
APPT '09 Proceedings of the 8th International Symposium on Advanced Parallel Processing Technologies
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In addition to the control and supervision of components and connections, network management middlewares are required to enhance reliability and efficiency of distributed systems. In this paper, we describe a modular and distributed middleware architecture aimed at high-level dynamic network management. The proposed approach uses swarm-intelligence at the monitoring level to provide self-organization, adaptability, scalability and reactivity features. Resource management is performed by a multi-agent based layer. Knowledge exchange between the monitoring and management layers is mediated by a datawarehouse. The model is evaluated through a case study for grid computing.