Performance Evaluation of Graph Neural Network-Based RouteNet Model with Attention Mechanism
Binita Kusum Dhamala,
Babu R. Dawadi,
Pietro Manzoni
et al.
Abstract:Graph representation is recognized as an efficient method for modeling networks, precisely illustrating intricate, dynamic interactions within various entities of networks by representing entities as nodes and their relationships as edges. Leveraging the advantage of the network graph data along with deep learning technologies specialized for analyzing graph data, Graph Neural Networks (GNNs) have revolutionized the field of computer networking by effectively handling structured graph data and enabling precise… Show more
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