Anastasios E. Giannopoulos

43 papers B 2C 2Journal 21Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An Open-Source AI-as-a-Service Framework for Federated, Efficient, and Drift-Robust Learning in the Continuum Edge-Cloud. IEEE Access Sebastián Andrés Cajas Ordóñez, Jaydeep Samanta, Andrés L. Suárez-Cetrulo, Romila Ghosh, Anastasios E. Giannopoulos, Alex Barceló, Ricardo Simón Carbajo
2026	J	`jnl`	CollabORAN: A Collaborative rApp-xApp-dApp Control Architecture for Fairness-Adaptive Resource Sharing in O-RAN. CoRR Anastasios E. Giannopoulos, Sotirios T. Spantideas, Panagiotis Trakadas
2026	J	`jnl`	Interoperable rApp/xApp Control over O-RAN for Mobility-aware Dynamic Spectrum Allocation. CoRR Anastasios E. Giannopoulos, Sotirios T. Spantideas, Maria-Lamprini A. Bartsioka, Panagiotis Trakadas
2025	B	`conf`	AI-Driven Self-Healing in Cloud-Native 6G Networks Through Dynamic Server Scaling. NetSoft Anastasios E. Giannopoulos, Sotirios T. Spantideas, Panagiotis Trakadas, Jesús Pérez-Valero, Gines Garcia-Aviles, Antonio F. Skarmeta-Gómez
2025	J	`jnl`	Autonomous Price-Aware Energy Management System in Smart Homes via Actor-Critic Learning With Predictive Capabilities. IEEE Trans Autom. Sci. Eng. Sotirios T. Spantideas, Anastasios E. Giannopoulos, Panagiotis Trakadas
2025	J	`jnl`	Bio-inspired Microgrid Management based on Brain's Sensorimotor Gating. CoRR Panos C. Papageorgiou, Anastasios E. Giannopoulos, Sotirios T. Spantideas
2025	J	`jnl`	COMIX: Generalized Conflict Management in O-RAN xApps - Architecture, Workflow, and a Power Control Case. IEEE Access Anastasios E. Giannopoulos, Sotirios T. Spantideas, George Levis, Alexandros S. Kalafatelis, Panagiotis Trakadas
2025	J	`jnl`	COMIX: Generalized Conflict Management in O-RAN xApps - Architecture, Workflow, and a Power Control case. CoRR Anastasios E. Giannopoulos, Sotirios T. Spantideas, George Levis, Alexandros Kalafatelis, Panagiotis Trakadas
2025	—	`conf`	ICOS: An Intelligent MetaOS for the Continuum. MECC@EuroSys Jordi Garcia, Xavi Masip-Bruin, Anastasios E. Giannopoulos, Panagiotis Trakadas, Sebastián A. Cajas Ordóñez, Jaydeep Samanta, Andrés L. Suárez-Cetrulo, Ricardo Simón Carbajo, Marc Michalke, Admela Jukan, Artur Jaworski, Marcin Kotlinski, Gabriele Giammatteo, Francesco D'Andria
2025	J	`jnl`	Intelligent Dynamic Handover via AI-assisted Signal Quality Prediction in 6G Multi-RAT Networks. CoRR Maria-Lamprini A. Bartsioka, Anastasios E. Giannopoulos, Sotirios T. Spantideas
2025	J	`jnl`	Prepulse Inhibition and Prestimulus Nonlinear Brain Dynamics in Childhood: A Lyapunov Exponent Approach. IEEE Trans. Cogn. Dev. Syst. Anastasios E. Giannopoulos, Ioanna Zioga, Vaios Ziogas, Panos C. Papageorgiou, Georgios N. Papageorgiou, Charalabos C. Papageorgiou
2025	B	`conf`	Rethinking AI-Powered Service Orchestration: The Case for Decentralization. NetSoft Jesús Pérez-Valero, Gines Garcia-Aviles, Anastasios E. Giannopoulos, Sotirios T. Spantideas, Antonio F. Skarmeta, Slawomir Kuklinski
2025	—	`conf`	SLEEPY-rApp: Delay-aware Sleep Scheduling for Energy Efficiency in MEC-enabled O-RAN. MECC@EuroSys George Levis, Anastasios E. Giannopoulos, Sotirios T. Spantideas, Panagiotis Trakadas
2025	J	`jnl`	Smart Mission Critical Service Management: Architecture, Deployment Options, and Experimental Results. IEEE Trans. Netw. Serv. Manag. Sotirios T. Spantideas, Anastasios E. Giannopoulos, Panagiotis Trakadas
2024	—	`conf`	A Distributed Trustable AI Engine for Anomaly Detection in 6G Networks: Architecture, Use Cases and Performance Evaluation. CAMAD George Xylouris, Panagiotis Trakadas, Anastasios E. Giannopoulos, Vasileios Nikolakakis, Gerasimos Patsourakis, Panagiotis K. Gkonis, Nikolaos Nomikos, Charilaos Mandilaris
2024	—	`conf`	A Lightweight Predictive Maintenance Strategy for Marine HFO Purification Systems. EMCIS (1) Alexandros S. Kalafatelis, Nikolaos Stamou, Alkmini Dailani, Theodoros Theodoridis, Nikolaos Nomikos, Anastasios E. Giannopoulos, Nikolaos Tsoulakos, Georgios Alexandridis, Panagiotis Trakadas
2024	—	`conf`	Deep Reinforcement Learning for Smart Home Temperature Comfort in IoT-Edge Computing Systems. MECC@EuroSys Marios Christopoulos, Sotirios T. Spantideas, Anastasios E. Giannopoulos, Panagiotis Trakadas
2024	J	`jnl`	FedShip: Federated Over-the-Air Learning for Communication-Efficient and Privacy-Aware Smart Shipping in 6G Communications. IEEE Trans. Intell. Transp. Syst. Anastasios E. Giannopoulos, Sotirios T. Spantideas, Menelaos Zetas, Nikolaos Nomikos, Panagiotis Trakadas
2024	J	`jnl`	Federated Learning-Aided Prognostics in the Shipping 4.0: Principles, Workflow, and Use Cases. IEEE Access Angelos Angelopoulos, Anastasios E. Giannopoulos, Nikolaos Nomikos, Alexandros Kalafatelis, Antonios Hatziefremidis, Panagiotis Trakadas
2024	J	`jnl`	HOODIE: Hybrid Computation Offloading via Distributed Deep Reinforcement Learning in Delay-Aware Cloud-Edge Continuum. IEEE Open J. Commun. Soc. Anastasios E. Giannopoulos, Ilias Paralikas, Sotirios T. Spantideas, Panagiotis Trakadas
2024	J	`jnl`	Improving Connectivity in 6G Maritime Communication Networks With UAV Swarms. IEEE Access Nikolaos Nomikos, Anastasios E. Giannopoulos, Alexandros Kalafatelis, Volkan Özduran, Panagiotis Trakadas, George K. Karagiannidis
2024	—	`conf`	Lightweight Inference by Neural Network Pruning: Accuracy, Time and Comparison. AIAI (3) Ilias Paralikas, Sotiris T. Spantideas, Anastasios E. Giannopoulos, Panagiotis Trakadas
2024	—	`conf`	PDPPnet: Prioritized Delay-aware and Peer-to-Peer Task Offloading in Cloud-Edge Continuum with Double Dueling Deep Q-Networks. CAMAD Anastasios E. Giannopoulos, Ilias Paralikas, Sotirios T. Spantideas, Nikolaos Nomikos, Panagiotis Trakadas
2024	—	`conf`	Placing Computational Tasks Within Edge-Cloud Continuum: A DRL Delay Minimization Scheme. Euro-Par Workshops (2) Anastasios E. Giannopoulos, Andrés L. Suárez-Cetrulo, Xavi Masip-Bruin, Francesco D'Andria, Panagiotis Trakadas
2024	J	`jnl`	Sailing into the future: technologies, challenges, and opportunities for maritime communication networks in the 6G era. Frontiers Commun. Networks George Xylouris, Nikolaos Nomikos, Alexandros Kalafatelis, Anastasios E. Giannopoulos, Sotirios T. Spantideas, Panagiotis Trakadas
2023	J	`jnl`	A Survey on IoT-Edge-Cloud Continuum Systems: Status, Challenges, Use Cases, and Open Issues. Future Internet Panagiotis K. Gkonis, Anastasios E. Giannopoulos, Panagiotis Trakadas, Xavi Masip-Bruin, Francesco D'Andria
2023	J	`jnl`	Empowering 6G maritime communications with distributed intelligence and over-the-air model sharing. Frontiers Commun. Networks Menelaos Zetas, Sotirios T. Spantideas, Anastasios E. Giannopoulos, Nikolaos Nomikos, Panagiotis Trakadas
2023	—	`conf`	Intelligent Mission Critical Services over Beyond 5G Networks: Control Loop and Proactive Overload Detection. SmartNets Sotirios T. Spantideas, Anastasios E. Giannopoulos, Marta Amor Cambeiro, Óscar Trullols-Cruces, Eneko Atxutegi, Panagiotis Trakadas
2023	—	`conf`	Learning to Fulfill the User Demands in 5G-enabled Wireless Networks through Power Allocation: a Reinforcement Learning approach. DRCN Anastasios E. Giannopoulos, Sotirios T. Spantideas, Nikolaos Nomikos, Alexandros Kalafatelis, Panagiotis Trakadas
2023	—	`conf`	Maritime Federated Learning for Decentralized On-Ship Intelligence. AIAI (2) Anastasios E. Giannopoulos, Nikolaos Nomikos, Georgios Ntroulias, Theodoros Syriopoulos, Panagiotis Trakadas
2023	—	`conf`	Uplink NOMA for UAV-Aided Maritime Internet-of-Things. DRCN Nikolaos Nomikos, Anastasios E. Giannopoulos, Panagiotis Trakadas, George K. Karagiannidis
2022	J	`jnl`	A Reference Architecture for Cloud-Edge Meta-Operating Systems Enabling Cross-Domain, Data-Intensive, ML-Assisted Applications: Architectural Overview and Key Concepts. Sensors 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
2022	—	`conf`	Allocating Orders to Printing Machines for Defect Minimization: A Comparative Machine Learning Approach. AIAI (2) Angelos Angelopoulos, Anastasios E. Giannopoulos, Sotirios T. Spantideas, Nikolaos C. Kapsalis, Christos Trochoutsos, Stamatis Voliotis, Panagiotis Trakadas
2022	J	`jnl`	Supporting Intelligence in Disaggregated Open Radio Access Networks: Architectural Principles, AI/ML Workflow, and Use Cases. IEEE Access Anastasios E. Giannopoulos, Sotirios T. Spantideas, Nikolaos C. Kapsalis, Panagiotis K. Gkonis, Lambros Sarakis, Christos N. Capsalis, Massimo Vecchio, Panagiotis Trakadas
2022	—	`conf`	Towards Closed-loop Automation in 5G Open RAN: Coupling an Open-Source Simulator with xApps. EuCNC Theofanis Karamplias, Sotirios T. Spantideas, Anastasios E. Giannopoulos, Panagiotis K. Gkonis, Nikolaos C. Kapsalis, Panagiotis Trakadas
2022	—	`conf`	Towards Zero-Defect Manufacturing: Machine Selection through Unsupervised Learning in the Printing Industry. I-ESA Workshops Sotirios T. Spantideas, Anastasios E. Giannopoulos, Nikolaos C. Kapsalis, Angelos Angelopoulos, Stamatis Voliotis, Panagiotis Trakadas
2021	J	`jnl`	A Cost-Efficient 5G Non-Public Network Architectural Approach: Key Concepts and Enablers, Building Blocks and Potential Use Cases. Sensors 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
2021	J	`jnl`	Deep Reinforcement Learning for Energy-Efficient Multi-Channel Transmissions in 5G Cognitive HetNets: Centralized, Decentralized and Transfer Learning Based Solutions. IEEE Access Anastasios E. Giannopoulos, Sotirios T. Spantideas, Nikolaos C. Kapsalis, Panagiotis Karkazis, Panagiotis Trakadas
2021	—	`conf`	ISLAND: An Interlinked Semantically-Enriched Blockchain Data Framework. GECON 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
2021	C	`conf`	Impact of Classifiers to Drift Detection Method: A Comparison. EANN Angelos Angelopoulos, Anastasios E. Giannopoulos, Nikolaos C. Kapsalis, Sotirios T. Spantideas, Lambros Sarakis, Stamatis Voliotis, Panagiotis Trakadas
2021	—	`conf`	Joint Energy-efficient and Throughput-sufficient Transmissions in 5G Cells with Deep Q-Learning. MeditCom Sotirios T. Spantideas, Anastasios E. Giannopoulos, Nikolaos C. Kapsalis, Alexandros Kalafatelis, Christos N. Capsalis, Panagiotis Trakadas
2021	—	`conf`	Power Control in 5G Heterogeneous Cells Considering User Demands Using Deep Reinforcement Learning. AIAI (Workshops) Anastasios E. Giannopoulos, Sotirios T. Spantideas, Christos G. Tsinos, Panagiotis Trakadas
2021	C	`conf`	WIP: Demand-Driven Power Allocation in Wireless Networks with Deep Q-Learning. WOWMOM Anastasios E. Giannopoulos, Sotirios T. Spantideas, Nikolaos Capsalis, Panagiotis K. Gkonis, Panos Karkazis, Lambros Sarakis, Panos Trakadas, Christos N. Capsalis