Anastasios E. Giannopoulos

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 21

Top Topics

Reinforcement Learning

Wireless Networks

Top Venues

Publications

Ilias Paralikas, Sotiris T. Spantideas, Anastasios E. Giannopoulos, Panagiotis Trakadas
Lightweight Inference by Neural Network Pruning: Accuracy, Time and Comparison. AIAI (3) (2024)
Nikolaos Nomikos, Anastasios E. Giannopoulos, Alexandros Kalafatelis, Volkan Ozduran, Panagiotis Trakadas, George K. Karagiannidis
Improving Connectivity in 6G Maritime Communication Networks With UAV Swarms. IEEE Access 12 (2024)
Angelos Angelopoulos, Anastasios E. Giannopoulos, Nikolaos Nomikos, Alexandros Kalafatelis, Antonios Hatziefremidis, Panagiotis Trakadas
Federated Learning-Aided Prognostics in the Shipping 4.0: Principles, Workflow, and Use Cases. IEEE Access 12 (2024)
Marios Christopoulos, Sotirios T. Spantideas, Anastasios E. Giannopoulos, Panagiotis Trakadas
Deep Reinforcement Learning for Smart Home Temperature Comfort in IoT-Edge Computing Systems. MECC@EuroSys (2024)
Anastasios E. Giannopoulos, Nikolaos Nomikos, Georgios Ntroulias, Theodoros Syriopoulos, Panagiotis Trakadas
Maritime Federated Learning for Decentralized On-Ship Intelligence. AIAI (2) (2023)
Anastasios E. Giannopoulos, Sotirios T. Spantideas, Nikolaos Nomikos, Alexandros Kalafatelis, Panagiotis Trakadas
Learning to Fulfill the User Demands in 5G-enabled Wireless Networks through Power Allocation: a Reinforcement Learning approach. DRCN (2023)
Nikolaos Nomikos, Anastasios E. Giannopoulos, Panagiotis Trakadas, George K. Karagiannidis
Uplink NOMA for UAV-Aided Maritime Internet-of-Things. DRCN (2023)
Sotirios T. Spantideas, Anastasios E. Giannopoulos, Marta Amor Cambeiro, Óscar Trullols-Cruces, Eneko Atxutegi, Panagiotis Trakadas
Intelligent Mission Critical Services over Beyond 5G Networks: Control Loop and Proactive Overload Detection. SmartNets (2023)
Panagiotis K. Gkonis, Anastasios E. Giannopoulos, Panagiotis Trakadas, Xavi Masip-Bruin, Francesco D'Andria
A Survey on IoT-Edge-Cloud Continuum Systems: Status, Challenges, Use Cases, and Open Issues. Future Internet 15 (12) (2023)
Theofanis Karamplias, Sotirios T. Spantideas, Anastasios E. Giannopoulos, Panagiotis K. Gkonis, Nikolaos C. Kapsalis, Panagiotis Trakadas
Towards Closed-loop Automation in 5G Open RAN: Coupling an Open-Source Simulator with xApps. EuCNC (2022)
Panagiotis Trakadas, Xavi Masip-Bruin, Federico M. Facca, Sotirios T. Spantideas, Anastasios E. Giannopoulos, Nikolaos C. Kapsalis, Rui Martins, Enrica Bosani, Joan Molinas-Ramón, Raül González Prats, George Ntroulias, Dimitrios V. Lyridis
A Reference Architecture for Cloud-Edge Meta-Operating Systems Enabling Cross-Domain, Data-Intensive, ML-Assisted Applications: Architectural Overview and Key Concepts. Sensors 22 (22) (2022)
Sotirios T. Spantideas, Anastasios E. Giannopoulos, Nikolaos C. Kapsalis, Angelos Angelopoulos, Stamatis Voliotis, Panagiotis Trakadas
Towards Zero-Defect Manufacturing: Machine Selection through Unsupervised Learning in the Printing Industry. I-ESA Workshops (2022)
Angelos Angelopoulos, Anastasios E. Giannopoulos, Sotirios T. Spantideas, Nikolaos C. Kapsalis, Christos Trochoutsos, Stamatis Voliotis, Panagiotis Trakadas
Allocating Orders to Printing Machines for Defect Minimization: A Comparative Machine Learning Approach. AIAI (2) (2022)
Anastasios E. Giannopoulos, Sotirios T. Spantideas, Nikolaos C. Kapsalis, Panagiotis K. Gkonis, Lambros Sarakis, Christos N. Capsalis, Massimo Vecchio, Panagiotis Trakadas
Supporting Intelligence in Disaggregated Open Radio Access Networks: Architectural Principles, AI/ML Workflow, and Use Cases. IEEE Access 10 (2022)
Anastasios E. Giannopoulos, Sotirios T. Spantideas, Nikolaos C. Kapsalis, Panagiotis Karkazis, Panagiotis Trakadas
Deep Reinforcement Learning for Energy-Efficient Multi-Channel Transmissions in 5G Cognitive HetNets: Centralized, Decentralized and Transfer Learning Based Solutions. IEEE Access 9 (2021)
Panagiotis Trakadas, Lambros Sarakis, Anastasios E. Giannopoulos, Sotirios T. Spantideas, Nikolaos Capsalis, Panagiotis K. Gkonis, Panagiotis Karkazis, Giovanni Rigazzi, Angelos Antonopoulos, Marta Amor Cambeiro, Sergio Gonzalez-Diaz, Luís Conceição
A Cost-Efficient 5G Non-Public Network Architectural Approach: Key Concepts and Enablers, Building Blocks and Potential Use Cases. Sensors 21 (16) (2021)
Sotirios T. Spantideas, Anastasios E. Giannopoulos, Nikolaos C. Kapsalis, Alexandros Kalafatelis, Christos N. Capsalis, Panagiotis Trakadas
Joint Energy-efficient and Throughput-sufficient Transmissions in 5G Cells with Deep Q-Learning. MeditCom (2021)
Alexandros Kalafatelis, Konstantinos Panagos, Anastasios E. Giannopoulos, Sotirios T. Spantideas, Nikolaos C. Kapsalis, Marios Touloupou, Evgenia Kapassa, Leonidas Katelaris, Panayiotis Christodoulou, Klitos Christodoulou, Panagiotis Trakadas
ISLAND: An Interlinked Semantically-Enriched Blockchain Data Framework. GECON (2021)
Anastasios E. Giannopoulos, Sotirios T. Spantideas, Christos G. Tsinos, Panagiotis Trakadas
Power Control in 5G Heterogeneous Cells Considering User Demands Using Deep Reinforcement Learning. AIAI Workshops (2021)
Angelos Angelopoulos, Anastasios E. Giannopoulos, Nikolaos C. Kapsalis, Sotirios T. Spantideas, Lambros Sarakis, Stamatis Voliotis, Panagiotis Trakadas
Impact of Classifiers to Drift Detection Method: A Comparison. EANN (2021)
Anastasios E. Giannopoulos, Sotirios T. Spantideas, Nikolaos Capsalis, Panagiotis K. Gkonis, Panos Karkazis, Lambros Sarakis, Panos Trakadas, Christos N. Capsalis
WIP: Demand-Driven Power Allocation in Wireless Networks with Deep Q-Learning. WOWMOM (2021)