Flow-based Service Time optimization in software-defined networks using Deep Reinforcement Learning.
Manuel Jiménez-LázaroJavier BerrocalJaime Galán-JiménezPublished in: Comput. Commun. (2024)
Keyphrases
- reinforcement learning
- differentiated services
- web services
- optimization algorithm
- software systems
- software development
- network resources
- software architecture
- service quality
- service oriented
- function approximation
- optimization problems
- social networks
- network services
- temporal difference
- flow field
- end to end
- service providers
- source code
- state space
- software components
- optimization method
- network structure
- service discovery
- model free
- multi agent
- enterprise systems
- configuration management