Guided Bayesian Optimization to AutoTune Memory-Based Analytics.
Mayuresh KunjirPublished in: ICDE Workshops (2019)
Keyphrases
- optimization algorithm
- bayesian networks
- efficient optimization
- optimization process
- monte carlo sampling
- optimization problems
- global optimization
- discrete optimization
- data management
- constrained optimization
- posterior probability
- memory based learning
- case study
- real time
- optimization strategies
- bayesian learning
- decision theory
- bayesian decision
- optimization methods
- learning analytics
- big data
- business intelligence
- evolutionary algorithm
- database systems
- decision making
- neural network