SLA-Aware Cloud Query Processing with Reinforcement Learning-Based Multi-objective Re-optimization.
Chenxiao WangLe GruenwaldLaurent d'OrazioPublished in: DaWaK (2022)
Keyphrases
- multi objective
- optimization algorithm
- query processing
- reinforcement learning
- cloud computing
- multiple objectives
- evolutionary optimization
- evolutionary algorithm
- optimum design
- multi objective optimization
- conflicting objectives
- multiobjective optimization
- optimization problems
- particle swarm
- engineering design problems
- data management
- genetic algorithm
- global optimization
- optimization method
- multi objective evolutionary algorithms
- multi objective optimization problems
- service level agreements
- particle swarm optimization
- estimation of distribution algorithms
- index structure
- state space
- service providers
- multi agent
- reinforcement learning algorithms
- pareto optimal
- objective function
- nsga ii
- function approximation
- database systems
- quality of service
- engineering problems
- machine learning
- service level
- join algorithms
- constrained optimization
- query optimization
- range queries
- differential evolution