Anastasios E. Giannopoulos

According to our database, Anastasios E. Giannopoulos authored at least 21 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Improving Connectivity in 6G Maritime Communication Networks With UAV Swarms.

Nikolaos Nomikos, Anastasios E. Giannopoulos, Alexandros Kalafatelis, Volkan Özduran, Panagiotis Trakadas, George K. Karagiannidis

IEEE Access, 2024

Federated Learning-Aided Prognostics in the Shipping 4.0: Principles, Workflow, and Use Cases.

Angelos Angelopoulos, Anastasios E. Giannopoulos, Nikolaos Nomikos, Alexandros Kalafatelis, Antonios Hatziefremidis, Panagiotis Trakadas

IEEE Access, 2024

Deep Reinforcement Learning for Smart Home Temperature Comfort in IoT-Edge Computing Systems.

Marios Christopoulos, Sotirios T. Spantideas, Anastasios E. Giannopoulos, Panagiotis Trakadas

Proceedings of the 1st International Workshop on MetaOS for the Cloud-Edge-IoT Continuum, 2024

Lightweight Inference by Neural Network Pruning: Accuracy, Time and Comparison.

Ilias Paralikas, Sotiris T. Spantideas, Anastasios E. Giannopoulos, Panagiotis Trakadas

Proceedings of the Artificial Intelligence Applications and Innovations, 2024

2023

A Survey on IoT-Edge-Cloud Continuum Systems: Status, Challenges, Use Cases, and Open Issues.

Panagiotis K. Gkonis, Anastasios E. Giannopoulos, Panagiotis Trakadas, Xavi Masip-Bruin, Francesco D'Andria

Future Internet, 2023

Intelligent Mission Critical Services over Beyond 5G Networks: Control Loop and Proactive Overload Detection.

Sotirios T. Spantideas, Anastasios E. Giannopoulos, Marta Amor Cambeiro, Óscar Trullols-Cruces, Eneko Atxutegi, Panagiotis Trakadas

Proceedings of the International Conference on Smart Applications, 2023

Maritime Federated Learning for Decentralized On-Ship Intelligence.

Anastasios E. Giannopoulos, Nikolaos Nomikos, Georgios Ntroulias, Theodoros Syriopoulos, Panagiotis Trakadas

Proceedings of the Artificial Intelligence Applications and Innovations, 2023

Uplink NOMA for UAV-Aided Maritime Internet-of-Things.

Nikolaos Nomikos, Anastasios E. Giannopoulos, Panagiotis Trakadas, George K. Karagiannidis

Proceedings of the 19th International Conference on the Design of Reliable Communication Networks, 2023

Learning to Fulfill the User Demands in 5G-enabled Wireless Networks through Power Allocation: a Reinforcement Learning approach.

Anastasios E. Giannopoulos, Sotirios T. Spantideas, Nikolaos Nomikos, Alexandros Kalafatelis, Panagiotis Trakadas

Proceedings of the 19th International Conference on the Design of Reliable Communication Networks, 2023

2022

A Reference Architecture for Cloud-Edge Meta-Operating Systems Enabling Cross-Domain, Data-Intensive, ML-Assisted Applications: Architectural Overview and Key Concepts.

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

Sensors, 2022

Supporting Intelligence in Disaggregated Open Radio Access Networks: Architectural Principles, AI/ML Workflow, and Use Cases.

Anastasios E. Giannopoulos, Sotirios T. Spantideas, Nikolaos C. Kapsalis, Panagiotis K. Gkonis, Lambros Sarakis, Christos N. Capsalis, Massimo Vecchio, Panagiotis Trakadas

IEEE Access, 2022

Allocating Orders to Printing Machines for Defect Minimization: A Comparative Machine Learning Approach.

Angelos Angelopoulos, Anastasios E. Giannopoulos, Sotirios T. Spantideas, Nikolaos C. Kapsalis, Christos Trochoutsos, Stamatis Voliotis, Panagiotis Trakadas

Proceedings of the Artificial Intelligence Applications and Innovations, 2022

Towards Zero-Defect Manufacturing: Machine Selection through Unsupervised Learning in the Printing Industry.

Sotirios T. Spantideas, Anastasios E. Giannopoulos, Nikolaos C. Kapsalis, Angelos Angelopoulos, Stamatis Voliotis, Panagiotis Trakadas

Proceedings of Interoperability for Enterprise Systems and Applications Workshops co-located with 11th International Conference on Interoperability for Enterprise Systems and Applications (I-ESA 2022), 2022

Towards Closed-loop Automation in 5G Open RAN: Coupling an Open-Source Simulator with xApps.

Theofanis Karamplias, Sotirios T. Spantideas, Anastasios E. Giannopoulos, Panagiotis K. Gkonis, Nikolaos C. Kapsalis, Panagiotis Trakadas

Proceedings of the 2022 Joint European Conference on Networks and Communications & 6G Summit, 2022

2021

A Cost-Efficient 5G Non-Public Network Architectural Approach: Key Concepts and Enablers, Building Blocks and Potential Use Cases.

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

Sensors, 2021

Deep Reinforcement Learning for Energy-Efficient Multi-Channel Transmissions in 5G Cognitive HetNets: Centralized, Decentralized and Transfer Learning Based Solutions.

Anastasios E. Giannopoulos, Sotirios T. Spantideas, Nikolaos C. Kapsalis, Panagiotis Karkazis, Panagiotis Trakadas

IEEE Access, 2021

WIP: Demand-Driven Power Allocation in Wireless Networks with Deep Q-Learning.

Anastasios E. Giannopoulos, Sotirios T. Spantideas, Nikolaos Capsalis, Panagiotis K. Gkonis, Panos Karkazis, Lambros Sarakis, Panos Trakadas, Christos N. Capsalis

Proceedings of the 22nd IEEE International Symposium on a World of Wireless, 2021

Joint Energy-efficient and Throughput-sufficient Transmissions in 5G Cells with Deep Q-Learning.

Sotirios T. Spantideas, Anastasios E. Giannopoulos, Nikolaos C. Kapsalis, Alexandros Kalafatelis, Christos N. Capsalis, Panagiotis Trakadas

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2021

Power Control in 5G Heterogeneous Cells Considering User Demands Using Deep Reinforcement Learning.

Anastasios E. Giannopoulos, Sotirios T. Spantideas, Christos G. Tsinos, Panagiotis Trakadas

Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2021 IFIP WG 12.5 International Workshops, 2021

ISLAND: An Interlinked Semantically-Enriched Blockchain Data Framework.

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

Proceedings of the Economics of Grids, Clouds, Systems, and Services, 2021

Impact of Classifiers to Drift Detection Method: A Comparison.

Angelos Angelopoulos, Anastasios E. Giannopoulos, Nikolaos C. Kapsalis, Sotirios T. Spantideas, Lambros Sarakis, Stamatis Voliotis, Panagiotis Trakadas

Proceedings of the 22nd Engineering Applications of Neural Networks Conference, 2021