MFIX: An Efficient and Reliable Index Advisor via Multi-Fidelity Bayesian Optimization.
Zhuo ChangXinyi ZhangYang LiXupeng MiaoYanzhao QinBin CuiPublished in: ICDE (2024)
Keyphrases
- global optimization
- bi level
- bayesian networks
- optimization algorithm
- neural network
- monte carlo sampling
- optimization problems
- index structure
- combinatorial optimization
- optimization process
- constrained optimization
- discrete optimization
- database
- particle swarm optimization
- database systems
- optimization method
- case study
- optimization methods
- posterior distribution
- optimization model
- decision trees
- efficient optimization