Multi-Objective Reinforcement Learning for Reconfiguring Data Stream Analytics on Edge Computing.
Alexandre Da Silva VeithFelipe Rodrigo de SouzaMarcos Dias de AssunçãoLaurent LefèvreJulio Cesar Santos dos AnjosPublished in: ICPP (2019)
Keyphrases
- multi objective
- data streams
- reinforcement learning
- evolutionary algorithm
- genetic algorithm
- multi objective optimization
- sliding window
- optimization algorithm
- multiple objectives
- function approximation
- pareto optimal
- data mining
- concept drift
- learning agent
- stream data
- differential evolution
- bi objective
- edge information
- particle swarm optimization
- data management
- edge detection
- state space
- multi objective optimization problems
- objective function
- case study
- multi objective evolutionary
- transactional data
- outlier detection
- optimum design
- reinforcement learning algorithms
- high level declarative
- model free
- streaming data
- nsga ii
- change detection
- optimal policy
- business intelligence
- spatio temporal
- multiscale
- learning algorithm
- machine learning