Deep Reinforcement Learning for Topology-Aware VNF Resource Prediction in NFV Environments.
Nikita JalodiaShagufta HennaAlan DavyPublished in: NFV-SDN (2019)
Keyphrases
- reinforcement learning
- prediction accuracy
- resource allocation
- function approximation
- prediction algorithm
- resource management
- prediction model
- real world
- predictive model
- dynamic environments
- prediction error
- resource constraints
- real time
- robotic systems
- dynamic programming
- model free
- genetic algorithm
- reinforcement learning algorithms
- deep learning
- multi agent environments