Predicting network performance using GNNs: generalization to larger unseen networks.
Miquel FarrerasPaola SotoMiguel CameloLluís FàbregaPere VilàPublished in: NOMS (2022)
Keyphrases
- network structure
- network size
- complex networks
- network model
- network parameters
- network topologies
- computer networks
- network resources
- counter propagation
- cellular networks
- network design
- community structure
- fully connected
- internet protocol
- dynamic networks
- sparsely connected
- real world networks
- connectionist networks
- high bandwidth
- optical networks
- delay tolerant
- wireless sensor networks
- telecommunication networks
- peer to peer
- network traffic
- heterogeneous networks
- scale free
- transport network
- centrality measures
- recurrent networks
- network nodes
- network analysis
- citation networks
- social networks
- end to end
- criminal networks
- link prediction
- spiking neural networks
- internet traffic
- network management
- power law
- network coding
- network technologies
- information diffusion
- mobile nodes
- small world
- protein interaction networks
- transportation networks
- previously unseen