Genetic algorithms + data structures = evolution programs (3rd ed.)
Genetic algorithms + data structures = evolution programs (3rd ed.)
The grid: blueprint for a new computing infrastructure
The grid: blueprint for a new computing infrastructure
The grid
Evaluation of Job-Scheduling Strategies for Grid Computing
GRID '00 Proceedings of the First IEEE/ACM International Workshop on Grid Computing
Data Management in an International Data Grid Project
GRID '00 Proceedings of the First IEEE/ACM International Workshop on Grid Computing
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Sub optimal scheduling in a grid using genetic algorithms
Parallel Computing - Special issue: Parallel and nature-inspired computational paradigms and applications
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Papers - Volume 01
Job Scheduling for Grid Computing on Metacomputers
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 4 - Volume 05
Genetic algorithm in grid scheduling with multiple objectives
AIKED'06 Proceedings of the 5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
A transparent framework for hierarchical master-slave grid computing
Euro-Par'06 Proceedings of the CoreGRID 2006, UNICORE Summit 2006, Petascale Computational Biology and Bioinformatics conference on Parallel processing
Time and cost trade-off management for scheduling parallel applications on Utility Grids
Future Generation Computer Systems
Scheduling parallel applications on utility grids: time and cost trade-off management
ACSC '09 Proceedings of the Thirty-Second Australasian Conference on Computer Science - Volume 91
A rotary chaotic PSO algorithm for trustworthy scheduling of a grid workflow
Computers and Operations Research
An economy-driven mapping heuristic for hierarchical master-slave applications in grid systems
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
A task duplication based scheduling algorithm on GA in grid computing systems
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
A knowledge-based ant colony optimization for a grid workflow scheduling problem
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part I
Grid resource scheduling algorithm based on dynamic price-adjusting strategy
International Journal of Information and Communication Technology
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We investigate the possibility to use the computing GRID in a flexible way to permit the maximum usage of resources. In our simulation the jobs submitted by the users provide a characterization of themself to help the system scheduler to do an optimal scheduling in case of resources contention. We use a genetic algorithms to select an optimal or suboptimal scheduling of the jobs. In this preliminary tests we show how the solution founded may maximize the total machine throughput considering not only the single job request but all the job requests during the scheduling process. In this work we show that it is possible to resolve conflicts in the usage of the total computing power and in the data locality for a reasonable number of jobs.