3 papers
cs.NI2026
An Explainable Failure Prediction Framework for Neural Networks in Radio Access Networks
Khaleda Papry, Francesco Spinnato, Marco Fiore +2
As 5G networks continue to evolve to deliver high speed, low latency, and reliable communications, ensuring uninterrupted service has become increasingly critical. While millimeter…
cs.NI2024
Root Cause Analysis of Anomalies in 5G RAN Using Graph Neural Network and Transformer
Antor Hasan, Conrado Boeira, Khaleda Papry +3
The emergence of 5G technology marks a significant milestone in developing telecommunication networks, enabling exciting new applications such as augmented reality and self-driving…
cs.NI2024
A Calibrated and Automated Simulator for Innovations in 5G
Conrado Boeira, Antor Hasan, Khaleda Papry +3
The rise of 5G deployments has created the environment for many emerging technologies to flourish. Self-driving vehicles, Augmented and Virtual Reality, and remote operations are e…