The MicroGrid: a scientific tool for modeling computational gridsr
Proceedings of the 2000 ACM/IEEE conference on Supercomputing
Biological metaphors in the design of complex software systems
Future Generation Computer Systems - Special issue on bio-impaired solutions to parallel processing problems
Giggle: a framework for constructing scalable replica location services
Proceedings of the 2002 ACM/IEEE conference on Supercomputing
Scheduling Distributed Applications: the SimGrid Simulation Framework
CCGRID '03 Proceedings of the 3st International Symposium on Cluster Computing and the Grid
Overview of a Performance Evaluation System for Global Computing Scheduling Algorithms
HPDC '99 Proceedings of the 8th IEEE International Symposium on High Performance Distributed Computing
HPDC '03 Proceedings of the 12th IEEE International Symposium on High Performance Distributed Computing
Simulation of grid computing infrastructure: challenges and solutions
WSC '05 Proceedings of the 37th conference on Winter simulation
GangSim: a simulator for grid scheduling studies
CCGRID '05 Proceedings of the Fifth IEEE International Symposium on Cluster Computing and the Grid (CCGrid'05) - Volume 2 - Volume 02
Adaptive particle swarm optimization: detection and response to dynamic systems
CEC '02 Proceedings of the Evolutionary Computation on 2002. CEC '02. Proceedings of the 2002 Congress - Volume 02
Decentralized data management framework for data grids
Future Generation Computer Systems - Special section: Data mining in grid computing environments
Performance analysis of a file catalog for the LHC computing grid
HPDC '05 Proceedings of the High Performance Distributed Computing, 2005. HPDC-14. Proceedings. 14th IEEE International Symposium
An ant algorithm for balanced job scheduling in grids
Future Generation Computer Systems
Co-scheduling in Lambda Grid Systems by means of Ant Colony Optimization
Future Generation Computer Systems
AntNet: distributed stigmergetic control for communications networks
Journal of Artificial Intelligence Research
PSO-grid data replication service
VECPAR'06 Proceedings of the 7th international conference on High performance computing for computational science
Evaluating tools for performance modeling of grid applications
ISPA'06 Proceedings of the 2006 international conference on Frontiers of High Performance Computing and Networking
Ant colony system: a cooperative learning approach to the traveling salesman problem
IEEE Transactions on Evolutionary Computation
Multiswarms, exclusion, and anti-convergence in dynamic environments
IEEE Transactions on Evolutionary Computation
Ant system: optimization by a colony of cooperating agents
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Replica creation strategy based on quantum evolutionary algorithm in data gird
Knowledge-Based Systems
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Grid infrastructures for e-Science projects are growing in magnitude terms. Improvements in data Grid replication algorithms may be critical in many of these infrastructures. This paper shows a decentralized replica optimization service, providing a general Emergent Artificial Intelligence (EAI) algorithm for the problem definition. Our aim is to set up a theoretical framework for emergent heuristics in Grid environments. Further, we describe two EAI approaches, the Particle Swarm Optimization PSO-Grid Multiswarm Federation and the Ant Colony Optimization ACO-Grid Asynchronous Colonies Optimization replica optimization algorithms, with some examples. We also present extended results with best performance and scalability features for PSO-Grid Multiswarm Federation.