Deep Reinforcement Learning for Network Service Recovery in Large-Scale Failures.
Kazuaki AkashiNobukazu FukudaShunsuke KanaiKenichi TayamaPublished in: CNSM (2023)
Keyphrases
- reinforcement learning
- failure recovery
- massive scale
- link failure
- failure detection
- web services
- peer to peer
- network resources
- application level
- complex networks
- disaster recovery
- management system
- small scale
- service provisioning
- network services
- network model
- state space
- multi agent
- real world
- network architecture
- network management
- network traffic
- markov decision processes
- network infrastructure
- quality of service
- wireless sensor networks
- service requests
- learning algorithm
- neural network