12 citations · 31 across the 15 of their papers we have counts for
15 papers
Holistic Energy Performance Management: Enablers, Capabilities, and Features
Meysam Masoudi, Milad Ganjalizadeh, Tahar Zanouda +1
Energy consumption is a significant concern for mobile network operators, and to enable further network energy improvements it is also an important target when developing the emerg…
Collective Grid: Privacy-Preserved Multi-Operator Energy Sharing Optimization via Federated Energy Prediction
Meysam Masoudi, Tahar Zanouda, Milad Ganjalizadeh +1
Electricity consumption in mobile networks is increasing with the continued 5G expansion, rising data traffic, and more complex infrastructures. However, energy management is often…
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…
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…
Fault Detection in Telecom Networks using Bi-level Federated Graph Neural Networks
R. Bourgerie, T. Zanouda
5G and Beyond Networks become increasingly complex and heterogeneous, with diversified and high requirements from a wide variety of emerging applications. The complexity and divers…
City of the People, for the People: Sensing Urban Dynamics via Social Media Interactions
Sofiane Abbar, Tahar Zanouda, Noora Al-Emadi +1
Understanding the spatio-temporal dynamics of cities is in the heart of many applications including urban planning, zoning, and real-estate construction. So far, much of our unders…
Trump vs. Hillary: What went Viral during the 2016 US Presidential Election
Kareem Darwish, Walid Magdy, Tahar Zanouda
In this paper, we present quantitative and qualitative analysis of the top retweeted tweets (viral tweets) pertaining to the US presidential elections from September 1, 2016 to Ele…
The Quantified City: Sensing Dynamics in Urban Setting
Tahar Zanouda, Noora AL Emadi, Sofiane Abbar +1
The world is witnessing a period of extreme growth and urbanization; cities in the 21st century became nerve centers creating economic opportunities and cultural values which make…
Robustness and Resilience of cities around the world
Sofiane Abbar, Tahar Zanouda, Javier Borge-Holthoefer
The concept of city or urban resilience has emerged as one of the key challenges for the next decades. As a consequence, institutions like the United Nations or Rockefeller Foundat…
Using Twitter to Understand Public Interest in Climate Change: The case of Qatar
Sofiane Abbar, Tahar Zanouda, Laure Berti-Equille +1
Climate change has received an extensive attention from public opinion in the last couple of years, after being considered for decades as an exclusive scientific debate. Government…