Lina Magoula

According to our database, Lina Magoula authored at least 8 papers between 2021 and 2024.

Collaborative distances:

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

2024

DISTINQT: A Distributed Privacy Aware Learning Framework for QoS Prediction for Future Mobile and Wireless Networks.

Nikolaos Koursioumpas, Lina Magoula, Ioannis Stavrakakis, Nancy Alonistioti, Miguel Angel Gutierrez-Estevez, Ramin Khalili

CoRR, 2024

2023

A Safe Deep Reinforcement Learning Approach for Energy Efficient Federated Learning in Wireless Communication Networks.

Nikolaos Koursioumpas, Lina Magoula, Nikolaos Petropouleas, Alexandros-Ioannis Thanopoulos, Theodora Panagea, Nancy Alonistioti, Miguel Angel Gutierrez-Estevez, Ramin Khalili

CoRR, 2023

A Safe Genetic Algorithm Approach for Energy Efficient Federated Learning in Wireless Communication Networks.

Lina Magoula, Nikolaos Koursioumpas, Alexandros-Ioannis Thanopoulos, Theodora Panagea, Nikolaos Petropouleas, Miguel Angel Gutierrez-Estevez, Ramin Khalili

Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

2022

A Deep Learning Approach for Distributed QoS Prediction in Beyond 5G Networks.

Lina Magoula, Nikolaos Koursioumpas, Sokratis Barmpounakis, Panagiotis Kontopoulos, Miguel Angel Gutierrez-Estevez, Ramin Khalili, Apostolos Kousaridas

Proceedings of the 2022 IEEE 33rd Annual International Symposium on Personal, 2022

Network Traffic Anomaly Prediction for Beyond 5G Networks.

Nikolaos Koursioumpas, Lina Magoula, Sokratis Barmpounakis, Ioannis Stavrakakis

Proceedings of the 2022 IEEE 33rd Annual International Symposium on Personal, 2022

2021

A genetic algorithm approach for service function chain placement in 5G and beyond, virtualized edge networks.

Lina Magoula, Sokratis Barmpounakis, Ioannis Stavrakakis, Nancy Alonistioti

Comput. Networks, 2021

5Growth Data-Driven AI-Based Scaling.

Danny De Vleeschauwer, Jorge Baranda, Josep Mangues-Bafalluy, Carla-Fabiana Chiasserini, Marco Malinverno, Corrado Puligheddu, Lina Magoula, Jorge Martín-Pérez, Sokratis Barmpounakis, Koteswararao Kondepu, Luca Valcarenzhi, Xi Li, Chrysa Papagianni, Andres Garcia-Saavedra

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2021

LSTM-based QoS prediction for 5G-enabled Connected and Automated Mobility applications.

Sokratis Barmpounakis, Lina Magoula, Nikolaos Koursioumpas, Ramin Khalili, José Mauricio Perdomo, Ramya Panthangi Manjunath

Proceedings of the 4th IEEE 5G World Forum, 2021