Self-Driving Network and Service Coordination Using Deep Reinforcement Learning.
Stefan SchneiderAdnan ManzoorHaydar QarawlusRafael SchellenbergHolger KarlRamin KhaliliArtur HeckerPublished in: CNSM (2020)
Keyphrases
- reinforcement learning
- multi agent reinforcement learning
- network resources
- access points
- network services
- network architecture
- multi agent
- multi agent systems
- communication networks
- application level
- network structure
- complex networks
- network management
- peer to peer
- web services
- wireless sensor networks
- network model
- computer networks
- network traffic
- markov decision processes
- service providers
- network effects
- abstraction layer
- network infrastructure
- service quality
- service oriented
- optimal policy