12 citations · 31 across the 15 of their papers we have counts for
6 papers · 1 filter
Telecom Foundation Models: Applications, Challenges, and Future Trends
Tahar Zanouda, Meysam Masoudi, Fitsum Gaim Gebre +1
Telecom networks are becoming increasingly complex, with diversified deployment scenarios, multi-standards, and multi-vendor support. The intricate nature of the telecom network ec…
Data-Driven Radio Environment Map Estimation Using Graph Neural Networks
Ali Shibli, Tahar Zanouda
Radio Environment Maps (REMs) are crucial for numerous applications in Telecom. The construction of accurate Radio Environment Maps (REMs) has become an important and challenging t…
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…
Context-Aware Mobile Network Performance Prediction Using Network & Remote Sensing Data
Ali Shibli, Tahar Zanouda
Accurate estimation of Network Performance is crucial for several tasks in telecom networks. Telecom networks regularly serve a vast number of radio nodes. Each radio node provides…
Test Code Generation for Telecom Software Systems using Two-Stage Generative Model
Mohamad Nabeel, Doumitrou Daniil Nimara, Tahar Zanouda
In recent years, the evolution of Telecom towards achieving intelligent, autonomous, and open networks has led to an increasingly complex Telecom Software system, supporting variou…
Fault Detection in Mobile Networks Using Diffusion Models
Mohamad Nabeel, Doumitrou Daniil Nimara, Tahar Zanouda
In today's hyper-connected world, ensuring the reliability of telecom networks becomes increasingly crucial. Telecom networks encompass numerous underlying and intertwined software…