Deep Reinforcement Learning for Network Slicing with Heterogeneous Resource Requirements and Time Varying Traffic Dynamics.
Jaehoon KooVeena B. MendirattaMuntasir Raihan RahmanAnwar WalidPublished in: CNSM (2019)
Keyphrases
- resource requirements
- reinforcement learning
- network traffic
- internet traffic
- resource allocation
- heterogeneous networks
- communication networks
- network structure
- network resources
- congestion control
- dynamical systems
- transportation networks
- traffic load
- ddos attacks
- network management
- peer to peer
- state space
- data transfer
- intrusion detection
- database