Optimizing execution time predictions of scientific workflow applications in the Grid through evolutionary programming.
Farrukh NadeemThomas FahringerPublished in: Future Gener. Comput. Syst. (2013)
Keyphrases
- artificial neural networks
- scientific workflows
- evolutionary programming
- particle swarm optimization
- global optimization
- artificial immune system
- step size
- scientific data
- service oriented
- evolution strategy
- genetic algorithm
- mutation operator
- differential evolution
- web services
- semantic annotation
- workflow systems
- file system
- data collection
- global search
- evolutionary process
- pso algorithm
- multi objective
- evolutionary algorithm
- objective function
- premature convergence
- decision making
- data mining