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Nikolaos Koursioumpas
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2020 – today
- 2024
- [j4]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: 110190 (2024) - [i3]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 abs/2401.10158 (2024) - 2023
- [c5]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: 1-6 - [i2]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 abs/2306.14237 (2023) - [i1]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 abs/2308.10664 (2023) - 2022
- [j3]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: 109341 (2022) - [j2]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): 1036-1048 (2022) - [c4]Nikolaos Koursioumpas, Lina Magoula, Sokratis Barmpounakis, Ioannis Stavrakakis:
Network Traffic Anomaly Prediction for Beyond 5G Networks. PIMRC 2022: 589-594 - [c3]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: 1407-1412 - 2021
- [c2]Sokratis Barmpounakis, Lina Magoula, Nikolaos Koursioumpas, Ramin Khalili, José Mauricio Perdomo, Ramya Panthangi Manjunath:
LSTM-based QoS prediction for 5G-enabled Connected and Automated Mobility applications. 5GWF 2021: 436-440 - [c1]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: 347-352 - 2020
- [j1]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: 107150 (2020)
Coauthor Index
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