On the task assignment problem: two new efficient heuristic algorithms
Journal of Parallel and Distributed Computing
On Load Balancing for Distributed Multiagent Computing
IEEE Transactions on Parallel and Distributed Systems
Agent-Based Grid Load Balancing Using Performance-Driven Task Scheduling
IPDPS '03 Proceedings of the 17th International Symposium on Parallel and Distributed Processing
Brain Meets Brawn: Why Grid and Agents Need Each Other
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 1
Resource Allocation in the Grid Using Reinforcement Learning
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 3
AMBLE: An Awareness Model for Balancing the Load in collaborative grid Environments
GRID '06 Proceedings of the 7th IEEE/ACM International Conference on Grid Computing
A collaborative awareness specification to cover load balancing delivery in CSCW grid applications
OTM'06 Proceedings of the 2006 international conference on On the Move to Meaningful Internet Systems: AWeSOMe, CAMS, COMINF, IS, KSinBIT, MIOS-CIAO, MONET - Volume Part I
Awareness-Based Learning Model to Improve Cooperation in Collaborative Distributed Environments
KES-AMSTA '09 Proceedings of the Third KES International Symposium on Agent and Multi-Agent Systems: Technologies and Applications
An Awareness-Based Artificial Neural Network for Cooperative Distributed Environments
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 02
A Token-Based Mutual Exclusion Approach to Improve Collaboration in Distributed Environments
ICCCI '09 Proceedings of the 1st International Conference on Computational Collective Intelligence. Semantic Web, Social Networks and Multiagent Systems
A Space-Based Generic Pattern for Self-Initiative Load Balancing Agents
ESAW '09 Proceedings of the 10th International Workshop on Engineering Societies in the Agents World X
An awareness-based learning model to deal with service collaboration in cloud computing
Transactions on computational collective intelligence I
Improving job scheduling algorithms in a grid environment
Future Generation Computer Systems
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This paper presents an extension of the AMBLE model, an awareness model which manage load balancing by means of a multi-agent based architecture, with the aim to establish a cooperative load balancing model for collaborative grid environments. This model, named C-AMBLE (Cooperative Awareness Model for Balancing the Load in grid Environments) applies some theoretical principles of multi-agents systems, awareness models, and third party models, to promote an efficient autonomous cooperative task delivery in grid environments. This cooperative task management, implemented using web services, has been tested in a real and heterogeneous grid infrastructure with very successful results. This paper presents some of these outcomes while emphasizing on the performance speedup of the system using this model.