Cloud Query Processing with Reinforcement Learning-Based Multi-objective Re-optimization.
Chenxiao WangLe GruenwaldLaurent d'OrazioEleazar LealPublished in: MEDI (2021)
Keyphrases
- multi objective
- optimization algorithm
- reinforcement learning
- query processing
- multiple objectives
- evolutionary algorithm
- evolutionary optimization
- conflicting objectives
- optimum design
- multiobjective optimization
- optimization problems
- engineering design problems
- particle swarm optimization
- multi objective optimization
- genetic algorithm
- optimization method
- particle swarm
- nsga ii
- machine learning
- database systems
- objective function
- multi objective evolutionary algorithms
- pareto optimal
- function approximation
- global optimization
- query execution
- constrained optimization
- trade off
- differential evolution
- linear programming
- model free
- temporal difference
- reinforcement learning algorithms
- dynamic programming
- bi objective
- user queries
- multi objective optimization problems