QoS-Driven Scheduling in 5G Radio Access Networks - A Reinforcement Learning Approach.
Ioan-Sorin ComsaAntonio De DomenicoDimitri KtenasPublished in: GLOBECOM (2017)
Keyphrases
- reinforcement learning
- resource utilization
- quality of service
- admission control
- qos aware
- scheduling algorithm
- function approximation
- scheduling problem
- scheduling strategy
- control policy
- qos requirements
- multi agent
- physical layer
- web services
- round robin
- packet scheduling
- resource management
- optimal policy
- end to end
- data driven
- reinforcement learning algorithms
- real time
- network conditions
- model free
- grid computing
- response time
- web service selection
- user perceived
- machine learning
- network resources
- parallel machines
- ad hoc networks
- state space
- service selection
- function approximators
- real time database systems
- video streaming
- differentiated services
- resource allocation
- load balancing
- utility computing