Reinforcement Learning based QoS/QoE-aware Service Function Chaining in Software-Driven 5G Slices.
Xi ChenZonghang LiYupeng ZhangRuiming LongHongfang YuXiaojiang DuMohsen GuizaniPublished in: CoRR (2018)
Keyphrases
- reinforcement learning
- qos parameters
- quality of service
- web services
- admission control
- service selection
- control policy
- service differentiation
- network conditions
- network resources
- network management
- function approximation
- software systems
- configuration management
- web service selection
- service provisioning
- traffic engineering
- service composition
- computer systems
- communication services
- management system
- application level
- function approximators
- network services
- end to end
- state space
- qos requirements
- source code
- software development
- real time
- qos aware
- packet loss
- reinforcement learning algorithms
- video on demand
- ip networks
- model free
- resource management
- service providers
- machine learning
- multimedia services
- cloud services
- service level agreements
- web service composition
- service discovery
- response time
- end users