A reinforcement learning-based approach for availability-aware service function chain placement in large-scale networks.
Guto Leoni SantosPatricia Takako EndoTheo LynnDjamel SadokJudith KelnerPublished in: Future Gener. Comput. Syst. (2022)
Keyphrases
- reinforcement learning
- service providers
- multi agent
- markov decision processes
- service oriented
- web services
- function approximators
- state space
- transition model
- neural network
- policy gradient
- action space
- single server
- temporal difference
- semantic web services
- information services
- function approximation
- complex networks
- optimal policy
- management system
- end users
- learning process
- social networks
- genetic algorithm