Soumeya Kaada

According to our database, Soumeya Kaada authored at least 8 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Network Energy Saving for 6G and Beyond: A Deep Reinforcement Learning Approach.

Dinh-Hieu Tran, Nguyen Van Huynh, Soumeya Kaada, Van Nhan Vo, Eva Lagunas, Symeon Chatzinotas

Proceedings of the 2025 IEEE Wireless Communications and Networking Conference (WCNC), 2025

A Multivariate Stochastic Ordering for Analysis of Task Graphs with Correlated Random Durations.

Jean-Michel Fourneau, Soumeya Kaada, Nihal Pekergin

Proceedings of the Verification and Evaluation of Computer and Communication Systems, 2025

2024

Resilience-as-a-Service for 5G RAN driven by Machine Learning methods. (La résilience en tant que service à la demande des réseaux 5G dirigée par le Machine Learning).

Soumeya Kaada

PhD thesis, 2024

Deep Reinforcement Learning for Network Energy Saving in 6G and Beyond Networks.

Dinh-Hieu Tran, Nguyen Van Huynh, Soumeya Kaada, Van Nhan Vo, Eva Lagunas, Symeon Chatzinotas

CoRR, 2024

Multi-Agent Deep Reinforcement Learning for Resilience Optimization in 5G RAN.

Soumeya Kaada, Dinh-Hieu Tran, Nguyen Van Huynh, Marie-Line Alberi-Morel, Sofiene Jelassi, Gerardo Rubino

CoRR, 2024

2023

Classification with Synthetic Radio Data for Real-life Environment Sensing.

Soumeya Kaada, Sid Ali Hamideche, Chloe Daems, Marie-Line Alberi-Morel

Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

Measuring 5G-RAN Resilience Using Coverage and Quality of Service Indicators.

Soumeya Kaada, Marie-Line Alberi-Morel, Gerardo Rubino, Sofiene Jelassi

Proceedings of the NOMS 2023, 2023

2022

Resilience analysis and quantification method for 5G-Radio Access Networks.

Soumeya Kaada, Marie-Line Alberi-Morel, Gerardo Rubino, Sofiene Jelassi

Proceedings of the 13th International Conference on Network of the Future, 2022