Improving Scalability of 6G Network Automation with Distributed Deep Q-Networks.
Sayantini MajumdarLeonardo GorattiRiccardo TrivisonnoGeorg CarlePublished in: GLOBECOM (2022)
Keyphrases
- computer networks
- network nodes
- network structure
- distributed network
- peer to peer
- network size
- heterogeneous networks
- network topologies
- network model
- communication cost
- network parameters
- peer to peer networks
- high speed networks
- complex networks
- single point of failure
- load balance
- distributed systems
- network design
- fully distributed
- sparsely connected
- communication overhead
- network resources
- transport network
- dynamic networks
- community structure
- distributed environment
- connectionist networks
- local area network
- fault tolerance
- telecommunication networks
- scale free
- network management
- network traffic
- ad hoc networks
- fully connected
- scalable distributed
- high bandwidth
- information networks
- camera network
- data transfer
- link prediction
- multi agent
- recurrent networks
- high scalability
- content delivery networks
- mobile sensor
- access points
- real world networks
- network analysis
- communication networks
- fault tolerant
- internet protocol
- criminal networks
- small world
- cellular networks
- sensor networks
- counter propagation
- wireless sensor networks