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ORCIDAnastasios E. Giannopoulos
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2020 – today
- 2025
[j15]Anastasios E. Giannopoulos
, Sotirios T. Spantideas, George Levis, Alexandros S. Kalafatelis, Panagiotis Trakadas:
COMIX: Generalized Conflict Management in O-RAN xApps - Architecture, Workflow, and a Power Control Case. IEEE Access 13: 116684-116700 (2025)- [j14]Anastasios E. Giannopoulos, Ioanna Zioga, Vaios Ziogas, Panos C. Papageorgiou, Georgios N. Papageorgiou, Charalabos C. Papageorgiou:
Prepulse Inhibition and Prestimulus Nonlinear Brain Dynamics in Childhood: A Lyapunov Exponent Approach. IEEE Trans. Cogn. Dev. Syst. 17(1): 115-129 (2025) - [j13]Sotirios T. Spantideas, Anastasios E. Giannopoulos, Panagiotis Trakadas:
Autonomous Price-Aware Energy Management System in Smart Homes via Actor-Critic Learning With Predictive Capabilities. IEEE Trans Autom. Sci. Eng. 22: 15018-15033 (2025) - [j12]Sotirios T. Spantideas, Anastasios E. Giannopoulos, Panagiotis Trakadas:
Smart Mission Critical Service Management: Architecture, Deployment Options, and Experimental Results. IEEE Trans. Netw. Serv. Manag. 22(2): 1108-1128 (2025) - [c22]George Levis, Anastasios E. Giannopoulos, Sotirios T. Spantideas, Panagiotis Trakadas:
SLEEPY-rApp: Delay-aware Sleep Scheduling for Energy Efficiency in MEC-enabled O-RAN. MECC@EuroSys 2025: 40-45 - [c21]Jordi Garcia, Xavi Masip-Bruin, Anastasios E. Giannopoulos, Panagiotis Trakadas, Sebastián A. Cajas Ordóñez, Jaydeep Samanta, Andrés L. Suárez-Cetrulo, Ricardo Simon Carbajo, Marc Michalke, Admela Jukan, Artur Jaworski, Marcin Kotlinski, Gabriele Giammatteo, Francesco D'Andria:
ICOS: An Intelligent MetaOS for the Continuum. MECC@EuroSys 2025: 53-59 - [c20]Jesús Pérez-Valero, Gines Garcia-Aviles, Anastasios E. Giannopoulos, Sotirios T. Spantideas, Antonio F. Skarmeta, Slawomir Kuklinski:
Rethinking AI-Powered Service Orchestration: The Case for Decentralization. NetSoft 2025: 13-18 - [c19]Anastasios E. Giannopoulos, Sotirios T. Spantideas, Panagiotis Trakadas, Jesús Pérez-Valero, Gines Garcia-Aviles, Antonio F. Skarmeta-Gómez:
AI-Driven Self-Healing in Cloud-Native 6G Networks Through Dynamic Server Scaling. NetSoft 2025: 43-48 - [i3]Anastasios E. Giannopoulos, Sotirios T. Spantideas, George Levis, Alexandros Kalafatelis, Panagiotis Trakadas:
COMIX: Generalized Conflict Management in O-RAN xApps - Architecture, Workflow, and a Power Control case. CoRR abs/2501.14619 (2025) - [i2]Maria-Lamprini A. Bartsioka, Anastasios E. Giannopoulos, Sotirios T. Spantideas:
Intelligent Dynamic Handover via AI-assisted Signal Quality Prediction in 6G Multi-RAT Networks. CoRR abs/2510.14832 (2025) - [i1]Panos C. Papageorgiou, Anastasios E. Giannopoulos, Sotirios T. Spantideas:
Bio-inspired Microgrid Management based on Brain's Sensorimotor Gating. CoRR abs/2510.15847 (2025) - 2024
- [j11]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: 6437-6454 (2024) - [j10]Nikolaos Nomikos, Anastasios E. Giannopoulos, Alexandros Kalafatelis, Volkan Özduran, Panagiotis Trakadas, George K. Karagiannidis:
Improving Connectivity in 6G Maritime Communication Networks With UAV Swarms. IEEE Access 12: 18739-18751 (2024) - [j9]George Xylouris, Nikolaos Nomikos, Alexandros Kalafatelis, Anastasios E. Giannopoulos, Sotirios T. Spantideas, Panagiotis Trakadas:
Sailing into the future: technologies, challenges, and opportunities for maritime communication networks in the 6G era. Frontiers Commun. Networks 5 (2024) - [j8]Anastasios E. Giannopoulos, Ilias Paralikas, Sotirios T. Spantideas, Panagiotis Trakadas:
HOODIE: Hybrid Computation Offloading via Distributed Deep Reinforcement Learning in Delay-Aware Cloud-Edge Continuum. IEEE Open J. Commun. Soc. 5: 7818-7841 (2024) - [j7]Anastasios E. Giannopoulos, Sotirios T. Spantideas, Menelaos Zetas, Nikolaos Nomikos, Panagiotis Trakadas:
FedShip: Federated Over-the-Air Learning for Communication-Efficient and Privacy-Aware Smart Shipping in 6G Communications. IEEE Trans. Intell. Transp. Syst. 25(12): 19873-19888 (2024) - [c18]Anastasios E. Giannopoulos, Ilias Paralikas, Sotirios T. Spantideas, Nikolaos Nomikos, Panagiotis Trakadas:
PDPPnet: Prioritized Delay-aware and Peer-to-Peer Task Offloading in Cloud-Edge Continuum with Double Dueling Deep Q-Networks. CAMAD 2024: 1-8 - [c17]George Xylouris, Panagiotis Trakadas, Anastasios E. Giannopoulos, Vasileios Nikolakakis, Gerasimos Patsourakis, Panagiotis K. Gkonis, Nikolaos Nomikos, Charilaos Mandilaris:
A Distributed Trustable AI Engine for Anomaly Detection in 6G Networks: Architecture, Use Cases and Performance Evaluation. CAMAD 2024: 1-6 - [c16]Alexandros S. Kalafatelis, Nikolaos Stamou, Alkmini Dailani, Theodoros Theodoridis, Nikolaos Nomikos, Anastasios E. Giannopoulos, Nikolaos Tsoulakos, Georgios Alexandridis, Panagiotis Trakadas:
A Lightweight Predictive Maintenance Strategy for Marine HFO Purification Systems. EMCIS (1) 2024: 88-99 - [c15]Anastasios E. Giannopoulos, Andrés L. Suárez-Cetrulo, Xavi Masip-Bruin, Francesco D'Andria, Panagiotis Trakadas:
Placing Computational Tasks Within Edge-Cloud Continuum: A DRL Delay Minimization Scheme. Euro-Par Workshops (2) 2024: 36-45 - [c14]Ilias Paralikas, Sotiris T. Spantideas, Anastasios E. Giannopoulos, Panagiotis Trakadas:
Lightweight Inference by Neural Network Pruning: Accuracy, Time and Comparison. AIAI (3) 2024: 248-257 - [c13]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 - 2023
- [j6]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): 383 (2023) - [j5]Menelaos Zetas, Sotirios T. Spantideas, Anastasios E. Giannopoulos, Nikolaos Nomikos, Panagiotis Trakadas:
Empowering 6G maritime communications with distributed intelligence and over-the-air model sharing. Frontiers Commun. Networks 4 (2023) - [c12]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: 1-7 - [c11]Nikolaos Nomikos, Anastasios E. Giannopoulos, Panagiotis Trakadas, George K. Karagiannidis:
Uplink NOMA for UAV-Aided Maritime Internet-of-Things. DRCN 2023: 1-6 - [c10]Anastasios E. Giannopoulos, Nikolaos Nomikos, Georgios Ntroulias, Theodoros Syriopoulos, Panagiotis Trakadas:
Maritime Federated Learning for Decentralized On-Ship Intelligence. AIAI (2) 2023: 195-206 - [c9]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: 1-6 - 2022
- [j4]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: 39580-39595 (2022) - [j3]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): 9003 (2022) - [c8]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: 232-237 - [c7]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 - [c6]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: 79-88 - 2021
- [j2]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: 129358-129374 (2021) - [j1]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): 5578 (2021) - [c5]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: 399-410 - [c4]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: 207-214 - [c3]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: 95-105 - [c2]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: 265-270 - [c1]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: 248-251
Coauthor Index
aka: Alexandros S. Kalafatelis
aka: Sotiris T. Spantideas
aka: Panos Trakadas
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