Deep Reinforcement Learning for Network Slicing with Heterogeneous Resource Requirements and Time Varying Traffic Dynamics.
Jaehoon KooVeena B. MendirattaMuntasir Raihan RahmanAnwar WalidPublished in: CoRR (2019)
Keyphrases
- resource requirements
- reinforcement learning
- network traffic
- internet traffic
- heterogeneous networks
- network structure
- resource allocation
- dynamical systems
- traffic patterns
- transportation networks
- network resources
- network devices
- network management
- traffic load
- origin destination
- traffic light
- traffic data
- databases
- data flow
- communication networks
- peer to peer
- resource consumption
- ddos attacks
- travel time
- road network
- computer networks
- ip address
- special case
- evolutionary algorithm
- genetic algorithm