2 papers
cs.LG2025
Deep Learning on Graphs for Mobile Network Topology Generation
Felix Nannesson Meli, Johan Tell, Shirwan Piroti +2
Mobile networks consist of interconnected radio nodes strategically positioned across various geographical regions to provide connectivity services. The set of relations between th…
cs.LG2024
Mobile Network Configuration Recommendation using Deep Generative Graph Neural Network
Shirwan Piroti, Ashima Chawla, Tahar Zanouda
There are vast number of configurable parameters in a Radio Access Telecom Network. A significant amount of these parameters is configured by Radio Node or cell based on their depl…