Integrating Bayesian Optimization and Machine Learning for the Optimal Configuration of Cloud Systems.
Bruno GuindaniDanilo ArdagnaAlessandra GuglielmiRoberto RoccoGianluca PalermoPublished in: IEEE Trans. Cloud Comput. (2024)
Keyphrases
- optimal configuration
- machine learning
- learning systems
- artificial intelligence
- machine learning algorithms
- active learning
- machine learning systems
- distributed systems
- machine learning approaches
- intelligent systems
- building blocks
- bayesian networks
- optimization method
- search engine
- lower bound
- optimization approaches
- optimization process
- bayesian inference
- inductive logic programming
- posterior probability
- global optimization
- retrieval systems
- optimization algorithm
- model selection
- maximum likelihood
- optimization problems
- text mining
- expert systems