Nikolaos Koursioumpas

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Collision Avoidance

Wireless Communication

Quality Of Service

Top Venues

Comput. Networks

IEEE Trans. Netw. Serv. Manag.

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)
Sokratis Barmpounakis, Nikolaos Maroulis, Nikolaos Koursioumpas, Apostolos Kousaridas, Angeliki Kalamari, Panagiotis Kontopoulos, Nancy Alonistioti
AI-driven, QoS prediction for V2X communications in beyond 5G systems. Comput. Networks 217 (2022)
Nikolaos Koursioumpas, Sokratis Barmpounakis, Ioannis Stavrakakis, Nancy Alonistioti
AI-driven, Context-Aware Profiling for 5G and Beyond Networks. IEEE Trans. Netw. Serv. Manag. 19 (2) (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)
Vitor A. Cunha, Nikolaos Maroulis, Chrysa Papagianni, Javier Sacido, Manuel Jiménez, Fabio Ubaldi, Molka Gharbaoui, Chia-Yu Chang, Nikolaos Koursioumpas, Konstantin Tomakh, Daniel Corujo, João Paulo Barraca, Sokratis Barmpounakis, Denys Kucherenko, Alessio Giorgetti, Andrea Boddi, Luca Valcarenghi, Oleksii Kolodiazhnyi, Aitor Zabala, Josep Xavier Salvat, Andres Garcia-Saavedra
5 Growth: Secure and Reliable Network Slicing for Verticals. 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)
Sokratis Barmpounakis, George Tsiatsios, Michael Papadakis, Evangelos Mitsianis, Nikolaos Koursioumpas, Nancy Alonistioti
Collision avoidance in 5G using MEC and NFV: The vulnerable road user safety use case. Comput. Networks 172 (2020)