Tuning configuration of apache spark on public clouds by combining multi-objective optimization and performance prediction model.
Guoli ChengShi YingBingming WangPublished in: J. Syst. Softw. (2021)
Keyphrases
- prediction model
- multi objective optimization
- multi objective
- evolutionary algorithm
- open source
- regression model
- genetic algorithm
- neural network
- response surface methodology
- pareto optimal
- multiple objectives
- bp neural network
- nsga ii
- multi objective optimization problems
- wavelet neural network
- bi objective
- differential evolution
- predictive model
- exponential smoothing
- optimization problems
- bp network
- multi objective genetic algorithm
- stepwise regression
- cloud computing
- pareto optimal solutions
- objective function
- multi objective evolutionary algorithms
- fuzzy logic
- multi objective problems
- multi objective genetic algorithms
- simulated annealing