Edge-enhanced graph neural network for DU-CU placement and lightpath provision in X-Haul networks.
Ruikun WangJiawei ZhangZhiqun GuShuangyi YanYuming XiaoYuefeng JiPublished in: JOCN (2022)
Keyphrases
- neural network
- edge weights
- weighted graph
- average degree
- network model
- social networks
- undirected graph
- bipartite graph
- directed graph
- graph model
- edge detection
- disjoint paths
- neural network model
- graph theory
- highly connected
- artificial neural networks
- dynamic networks
- graph representation
- graph structure
- small world
- social graphs
- random walk
- densely connected
- pattern recognition
- clustering coefficient
- degree distribution
- betweenness centrality
- neural network is trained
- network size
- fully connected
- link formation
- directed edges
- graph theoretic
- spanning tree
- associative memory
- recurrent neural networks
- connected components
- complex networks
- network structure
- fuzzy logic
- genetic algorithm
- graph structures
- network architecture
- graph matching
- feed forward
- back propagation
- graph layout
- multiscale