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Lina Magoula

Observed names: Magoula, L., Magoula, Lina
ORCID: 0000-0001-8819-5620
Observed ORCID: 0000-0001-8819-5620
OpenAlex ID: A5057154752
A genetic algorithm approach for service function chain placement in 5G and beyond, virtualized edge networks
2021 · Lina Magoula, Sokratis Barmpounakis, et al. · Computer Networks · 38
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LSTM-based QoS prediction for 5G-enabled Connected and Automated Mobility applications
2021 · Sokratis Barmpounakis, Lina Magoula, et al. · IEEE 5G World Forum (5GWF) · 31
A Safe Deep Reinforcement Learning Approach for Energy Efficient Federated Learning in Wireless Communication Networks
2024 · Nikolaos Koursioumpas, Lina Magoula, et al. · IEEE Transactions on Green Communications and Networking · 18
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Network Traffic Anomaly Prediction for Beyond 5G Networks
2022 · Nikolaos Koursioumpas, Lina Magoula, et al. · IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) · 13
5Growth Data-Driven AI-Based Scaling
2021 · Danny de Vleeschauwer, Jorge Baranda, et al. · Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit) · 6
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DISTINQT: A Distributed Privacy Aware Learning Framework for QoS Prediction for Future Mobile and Wireless Networks
2025 · Nikolaos Koursioumpas, Lina Magoula, et al. · IEEE Transactions on Vehicular Technology · 5
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A Safe Genetic Algorithm Approach for Energy Efficient Federated Learning in Wireless Communication Networks
2023 · Lina Magoula, Nikolaos Koursioumpas, et al. · IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) · 5
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A Deep Learning Approach for Distributed QoS Prediction in Beyond 5G Networks
2022 · Lina Magoula, Nikolaos Koursioumpas, et al. · IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) · 5
SIM+: A comprehensive implementation-agnostic information model assisting AI-driven optimization for beyond 5G networks
2024 · Lina Magoula, Nikolas Koursioumpas, et al. · Computer Networks · 3
D3ARC: Time-Critical Distributed Disaster Detection for Asynchronous Cooperative Multi-Robot Systems
2026 · Koursioumpas, Nikolaos, Magoula, Lina, et al. · arXiv (Cornell University)
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ED3R: Energy-Aware Distributed Disaster Detection via Cooperative Agents in Robotic Systems
2026 · Magoula, Lina, Koursioumpas, Nikolaos, et al. · arXiv (Cornell University)
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GreenFlag - A Green Agentic Approach for Energy-Efficient Federated Learning
2026 · Panagea, Theodora, Koursioumpas, Nikolaos, et al. · Zenodo (CERN European Organization for Nuclear Research)
GreenFLag: A Green Agentic Approach for Energy-Efficient Federated Learning
2026 · Theodora Panagea, Nikolaos Koursioumpas, et al. · IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM)
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6G-Enabled Cooperative Connected and Automated Mobility: Are We There Yet?
2026 · Mate Boban, Alessandro Bazzi, et al. · IEEE Open Journal of Intelligent Transportation Systems
E-SPLIT: A Hierarchical Genetic Algorithm for Energy-Efficient Distributed AI Services
2025 · Magoula, Lina, Koursioumpas, Nikolaos, et al. · Zenodo (CERN European Organization for Nuclear Research)
E-SPLIT: A hierarchical genetic algorithm for energy-efficient distributed AI services
2025 · Lina Magoula, Nikolaos Koursioumpas, et al. · Computer Communications
EXIGENCE Deliverable D1.3 Draft Functional Architecture
2024 · Alonistioti, N., Magoula, L., et al. · TNO Repository
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Sim+: A Comprehensive Specification-Agnostic Information Model Assisting Ai-Driven Optimization for Beyond 5g Networks
2023 · Lina Magoula, Nikolas Koursioumpas, et al. · SSRN Electronic Journal
AI-Driven High Level Information Model for Beyond 5G Networks
2022 · Lina Magoula, Sokratis Barmpounakis, et al. · SSRN Electronic Journal
Self‐Managed 5G Networks1
2021 · Jorge Martín‐Pérez, Lina Magoula, et al. · Wiley eBooks
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Works count: 21
Citation count: 124
H-index: 5
I10-index: 4
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