Reinforcement learning-based QoS/QoE-aware service function chaining in software-driven 5G slices.
Xi ChenZonghang LiYupeng ZhangRuiming LongHongfang YuXiaojiang DuMohsen GuizaniPublished in: Trans. Emerg. Telecommun. Technol. (2018)
Keyphrases
- reinforcement learning
- qos parameters
- quality of service
- web services
- service selection
- admission control
- service differentiation
- communication services
- network conditions
- service providers
- qos aware
- control policy
- network resources
- application level
- ad hoc networks
- function approximation
- service composition
- web service selection
- function approximators
- software development
- network services
- resource management
- configuration management
- service oriented
- service provisioning
- software systems
- multimedia communication
- network management
- streaming services
- source code
- machine learning
- learning algorithm
- traffic engineering
- heterogeneous wireless networks
- video on demand
- internet services
- ip networks
- temporal difference
- web service composition
- context awareness
- video streaming
- service discovery
- packet loss
- end to end
- software architecture
- response time
- management system