Lina Magoula

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Energy Efficient

Genetic Algorithm

Wireless Communication

Top Venues

Comput. Networks

EuCNC/6G Summit

Publications

Nikolaos Koursioumpas, Lina Magoula, Ioannis Stavrakakis, Nancy Alonistioti, Miguel Angel Gutierrez-Estevez, Ramin Khalili
DISTINQT: A Distributed Privacy Aware Learning Framework for QoS Prediction for Future Mobile and Wireless Networks. CoRR (2024)
Lina Magoula, Nikolaos Koursioumpas, Theodora Panagea, Nancy Alonistioti, Chaima Ghribi, Joshua Shakya
SIM+: A comprehensive implementation-agnostic information model assisting AI-driven optimization for beyond 5G networks. Comput. Networks 240 (2024)
Nikolaos Koursioumpas, Lina Magoula, Nikolaos Petropouleas, Alexandros-Ioannis Thanopoulos, Theodora Panagea, Nancy Alonistioti, Miguel Angel Gutierrez-Estevez, Ramin Khalili
A Safe Deep Reinforcement Learning Approach for Energy Efficient Federated Learning in Wireless Communication Networks. CoRR (2023)
Lina Magoula, Nikolaos Koursioumpas, Alexandros-Ioannis Thanopoulos, Theodora Panagea, Nikolaos Petropouleas, Miguel Angel Gutierrez-Estevez, Ramin Khalili
A Safe Genetic Algorithm Approach for Energy Efficient Federated Learning in Wireless Communication Networks. CoRR (2023)
Lina Magoula, Nikolaos Koursioumpas, Alexandros-Ioannis Thanopoulos, Theodora Panagea, Nikolaos Petropouleas, Miguel Angel Gutierrez-Estevez, Ramin Khalili
A Safe Genetic Algorithm Approach for Energy Efficient Federated Learning in Wireless Communication Networks. PIMRC (2023)
Nikolaos Koursioumpas, Lina Magoula, Sokratis Barmpounakis, Ioannis Stavrakakis
Network Traffic Anomaly Prediction for Beyond 5G Networks. PIMRC (2022)
Lina Magoula, Nikolaos Koursioumpas, Sokratis Barmpounakis, Panagiotis Kontopoulos, Miguel Angel Gutierrez-Estevez, Ramin Khalili, Apostolos Kousaridas
A Deep Learning Approach for Distributed QoS Prediction in Beyond 5G Networks. PIMRC (2022)
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
5Growth Data-Driven AI-Based Scaling. EuCNC/6G Summit (2021)
Sokratis Barmpounakis, Lina Magoula, Nikolaos Koursioumpas, Ramin Khalili, Jose Mauricio Perdomo, Ramya Panthangi Manjunath
LSTM-based QoS prediction for 5G-enabled Connected and Automated Mobility applications. 5GWF (2021)
Lina Magoula, Sokratis Barmpounakis, Ioannis Stavrakakis, Nancy Alonistioti
A genetic algorithm approach for service function chain placement in 5G and beyond, virtualized edge networks. Comput. Networks 195 (2021)