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2025

6G-INTENSE: Intent-Driven Native Artificial Intelligence Architecture Supporting Network-Compute Abstraction and Sensing at the Deep EdgeAkram Boutouchent, Abdelkader Mekrache, Adlen Ksentini, Gereziher Adhane, João Pedro Celestino da Fonseca, Joseph McNamara, Kostas Ramantas, Marco Palena, Marius Iordache, Renato Lo Cigno, Salwa Mostafa, Swastika Roy, Christos V. Verikoukis. vtm, 20(1):44-54, March 2025. [doi]

Developing a 6G Data and ML Operations Automation via an End-To-End AI Framework: The 6G-DALI ContextIoannis P. Chochliouros, Kostas Ramantas, Vasileios Theodorou, Christian Pinto, Takai Eddine Kennouche, Adlen Ksentini, Franco Minucci, Dimitrios Amaxilatis, Giacomo Bernini, Luigi Briguglio, Rihan Hai 0001, Anastasia S. Spiliopoulou, Christos V. Verikoukis. aiai 2025: 129-144 [doi]

High-Level Service Type Analysis and MORL-Based Network Slice Configuration for Cell-Free-Based 6G NetworksNavideh Ghafouri, John S. Vardakas, Adlen Ksentini, Christos V. Verikoukis. tvt, 74(6):8508-8519, June 2025. [doi]

Societal Aspects and Key Values in 6G NetworksAlexandros Kostopoulos, Ioannis P. Chochliouros, Michalis Rantopoulos, Kostas Ramantas, Christos V. Verikoukis. aiai 2025: 223-235 [doi]

OSS-GPT: An LLM-Powered Intent-Driven Operations Support System for 6G NetworksAbdelkader Mekrache, Adlen Ksentini, Christos V. Verikoukis. netsoft 2025: 155-163 [doi]

On Combining XAI and LLMs for Trustworthy Zero-Touch Network and Service Management in 6GAbdelkader Mekrache, Mohamed Mekki, Adlen Ksentini, Bouziane Brik, Christos V. Verikoukis. cm, 63(4):154-160, April 2025. [doi]

Intelligent QoS-Aware Slice Resource Allocation With User Association Parameterization for Beyond 5G O-RAN-Based Architecture Using DRLSuvidha Mhatre, Ferran Adelantado, Kostas Ramantas, Christos V. Verikoukis. tvt, 74(2):3096-3109, February 2025. [doi]

Transfer Learning Applied to Deep Reinforcement Learning for 6G Resource Management in Intra- and Inter-Slice RAN-Edge DomainsSuvidha Mhatre, Ferran Adelantado, Kostas Ramantas, Christos V. Verikoukis. tce, 71(2):6659-6672, May 2025. [doi]

6G-BRICKS - An Insight into the Key Value Indicators (KVIs) DevelopedMichalis Rantopoulos, Ioannis P. Chochliouros, Ioannis Chasiotis, Eleftherios Konstantopoulos, Christos V. Verikoukis, Anastasia S. Spiliopoulou, Kostas Ramantas, Nicholas Zafeiropoulos. aiai 2025: 21-36 [doi]

A Self-driven Virtual Elastic Infrastructure For Cell-free Based 6G NetworksJohn S. Vardakas, Polyzois Soumplis, Panagiotis C. Kokkinos, Simon Pryor, Philippe Chanclou, Emmanouel A. Varvarigos, Kostas Ramantas, Christos V. Verikoukis. wc, 32(2):188-195, April 2025. [doi]

2024

Intent-Driven Deployment and Live Migration Using LLMJoão Pedro Fonseca 0001, Gereziher Adhane, Konstantinos Togias, Jhofre Ojeda, Swastika Roy, Golshan Famitafreshi, Kostas Ramantas, John S. Vardakas, Christos V. Verikoukis. camad 2024: 1-2 [doi]

Realizing Intent-Driven Network Management with TM Forum StandardsJoão Pedro Fonseca 0001, Gereziher Adhane, Konstantinos Togias, Jhofre Ojeda, Swastika Roy, Golshan Famitafreshi, Kostas Ramantas, John S. Vardakas, Christos V. Verikoukis. camad 2024: 1-5 [doi]

3Dimitrios Amaxilatis, Dimitrios Klonidis, Adlen Ksentini, Vrettos Moulos, Souvik Sengupta 0002, Nikolaos Tsironis, Christos V. Verikoukis. camad 2024: 1-7 [doi]

6G-ACCORD: Beyond SotA Intent Conflict Resolution Drivers for 6G Autonomous NetworksAnastasios N. Bikos, Christos V. Verikoukis. camad 2024: 1 [doi]

MEC Resource Orchestration for Heterogeneous Networks and Services Using Reinforcement LearningShreya K. Chari, Luis A. Garrido, John S. Vardakas, Kostas Ramantas, Christos V. Verikoukis. camad 2024: 1-6 [doi]

Reinforcement Learning Driven Sustainable Resource and Power Management for the MECShreya K. Chari, John S. Vardakas, Kostas Ramantas, Adlen Ksentini, Christos V. Verikoukis. globecom 2024: 565-570 [doi]

A Mobility-Aware Reinforcement Learning Proactive Solution for State Data Migration in Edge ComputingElias Dritsas, Kostas Ramantas, Christos V. Verikoukis. camad 2024: 1-6 [doi]

An Innovative Multi-Scale Strategy-Based Decision Engine for Zero-Touch Management and Orchestration in 6GGolshan Famitafreshi, Maria Trigka, Dimitris Selis, John S. Vardakas, Christos V. Verikoukis. camad 2024: 1-6 [doi]

Trusted Access to 6G Testbeds Through a Security Intent-Driven Software-Defined Perimeter FrameworkCarolina Fernández, Anastasios N. Bikos, Christos V. Verikoukis, Shuaib Siddiqui. camad 2024: 1-6 [doi]

Resource Demand Prediction for Network Slices in 5G Using ML Enhanced With Network ModelsLuis A. Garrido, Anestis Dalgkitsis, Kostas Ramantas, Adlen Ksentini, Christos V. Verikoukis. tvt, 73(8):11848-11861, August 2024. [doi]

RL-Based High-Level Radio Unit Clustering and Distributed Unit Assignment in User-Centric Cell-free mMIMO for ORAN-Based 6GNavideh Ghafouri, John S. Vardakas, Kostas Ramantas, Christos V. Verikoukis. icc 2024: 2065-2070 [doi]

A Multi-Level Deep RL-Based Network Slicing and Resource Management for O-RAN-Based 6G Cell-Free NetworksNavideh Ghafouri, John S. Vardakas, Kostas Ramantas, Christos V. Verikoukis. tvt, 73(11):17472-17484, November 2024. [doi]

Computational Load Offloading Mechanism in a Converged SDN Control Plane in a 6G NetworkIrene P. Keramidi, John S. Vardakas, Ioannis D. Moscholios, Michael D. Logothetis, Christos V. Verikoukis. csndsp 2024: 183-188 [doi]

Towards the Uncertainty Quantification of AI-Models in 6G NetworksIrene P. Keramidi, Poulcheria Zervou, John Lakoumentas, Kostas Ramantas, Christos V. Verikoukis. camad 2024: 1-6 [doi]

A Business Analysis Framework for 6G ArchitecturesAlexandros Kostopoulos, Ioannis P. Chochliouros, Christos V. Verikoukis. camad 2024: 1-6 [doi]

RAN Explainable Anomaly Prediction for 6G NetworksPanagiotis Marantis, Kostas Ramantas, Christos V. Verikoukis. camad 2024: 1-6 [doi]

Anomaly Detection With Quantified Explanations for Multivariate Time Series Networking DataPanagiotis Marantis, Kostas Ramantas, Christos V. Verikoukis. globecom 2024: 4214-4219 [doi]

Intent-Based Management of Next-Generation Networks: an LLM-Centric ApproachAbdelkader Mekrache, Adlen Ksentini, Christos V. Verikoukis. network, 38(5):29-36, September 2024. [doi]

Machine Learning in FCAPS: Toward Enhanced Beyond 5G Network ManagementAbdelkader Mekrache, Adlen Ksentini, Christos V. Verikoukis. comsur, 26(4):2769-2797, Fourthquarter 2024. [doi]

AIaaS for ORAN-based 6G Networks: Multi-time Scale Slice Resource Management with DRLSuvidha Mhatre, Ferran Adelantado, Kostas Ramantas, Christos V. Verikoukis. icc 2024: 5407-5412 [doi]

SUNRISE-6G: Demonstrating 6G Federation Concepts over Distributed Research InfrastructuresMohammadreza Mosahebfard, August Betzler, Mario Montagud, Daniel Camps-Mur, Adriana Fernández-Fernández, Christos V. Verikoukis. camad 2024: 1-6 [doi]

Enhancing V2X QoS: A Dual Approach of Packet Duplication and Dynamic RAN Slicing in B5GBehnam Ojaghi, Ferran Adelantado, Christos V. Verikoukis. tits, 25(7):7848-7860, July 2024. [doi]

3Jhofre Ojeda, Dimitrios Amaxilatis, Nikolaos Tsironis, Themistoklis Sarantakos, João Fonseca, Gereziher Adhane, Golshan Famitafreshi, Swastika Roy, Shreya K. Chari, Navideh Ghafouri, Kostas Ramantas, Christos V. Verikoukis. camad 2024: 1-2 [doi]

SliceOps: Explainable MLOps for Streamlined Automation-Native 6G NetworksFarhad Rezazadeh, Hatim Chergui, Luis Alonso 0001, Christos V. Verikoukis. wc, 31(5):224-230, October 2024. [doi]

Explanation-Guided Fair Federated Learning for Transparent 6G RAN SlicingSwastika Roy, Hatim Chergui, Christos V. Verikoukis. tccn, 10(6):2269-2281, December 2024. [doi]

Toward Bridging the FL Performance-Explainability Tradeoff: A Trustworthy 6G RAN Slicing Use-CaseSwastika Roy, Hatim Chergui, Christos V. Verikoukis. tvt, 73(7):10529-10538, July 2024. [doi]

Real-Time Energy Scheduling Applying the Twin Delayed Deep Deterministic Policy Gradient and Data ClusteringIoannis Zenginis, John S. Vardakas, Nikolaos E. Koltsaklis, Christos V. Verikoukis. sj, 18(1):51-60, March 2024. [doi]

2023

Use Cases Employing a Machine Learning Network ArchitectureIoannis P. Chochliouros, John S. Vardakas, Christos V. Verikoukis, Md. Arifur Rahman, Andrea P. Guevara, Robbert Beerten, Philippe Chanclou, Roberto Gonzalez, Charalambos Klitis, Pierangela Samarati, Polyzois Soumplis, Emmanuel A. Varvarigos, Dimitrios Kritharidis, Kostas Chartsias, Christina Lessi. ifip12 2023: 151-167 [doi]

ADROIT6G DAI-Driven Open and Programmable Architecture for 6G NetworksChristophoros Christophorou, Iacovos Ioannou, Vasos Vassiliou, Loizos Christofi, John S. Vardakas, Erin E. Seder, Carla-Fabiana Chiasserini, Marius Iordache, Chaouki Ben Issaid, Ioannis Markopoulos, Giulio Franzese, Tanel Järvet, Christos V. Verikoukis. globecom 2023: 744-750 [doi]

SCHEMA III: Dynamic & Scalable VNE Framework Based on Multi-Agent RL for 5G/6G NetworksAnestis Dalgkitsis, Luis A. Garrido, Kostas Ramantas, John S. Vardakas, George Kormetzas, Christos V. Verikoukis. globecom 2023: 4351-4356 [doi]

SCHE2MA: Scalable, Energy-Aware, Multidomain Orchestration for Beyond-5G URLLC ServicesAnestis Dalgkitsis, Luis A. Garrido, Farhad Rezazadeh, Hatim Chergui, Kostas Ramantas, John S. Vardakas, Christos V. Verikoukis. tits, 24(7):7653-7663, 2023. [doi]

An Experimental Platform of a Beyond-5G Network with Machine Learning IntegrationLuis A. Garrido, Anestis Dalgkitsis, Golshan Famitafreshi, Apostolos Siokis, Kostas Ramantas, Christos V. Verikoukis. globecom 2023: 62-67 [doi]

Admission Control with Resource Efficiency Using Reinforcement Learning in Beyond-5G NetworksLuis A. Garrido, Kostas Ramantas, Anestis Dalgkitsis, Adlen Ksentini, Christos V. Verikoukis. pimrc 2023: 1-6 [doi]

Computational Load Management Strategies in Cell-Free-Based, Converged-Optical-Wireless 6G NetworksIrene P. Keramidi, John S. Vardakas, Kostas Ramantas, Ioannis D. Moscholios, Christos V. Verikoukis. icc 2023: 5316-5321 [doi]

Implementation of 5G Experimentation Environment for Accelerated Development of Mobile Media Services and Network ApplicationsHamzeh Khalili, Sarang Kahvazadeh, Jane Frances Pajo, Ronan Frizzell, Andrea Castelli, Martin Tolan, Ioannis Markopoulos, Robin Ribback, Espen Erikstad, Didier Nicholon, Kostas Ramantas, Loizos Christofi, Christos V. Verikoukis. icin 2023: 153-160 [doi]

Guest Editorial: Introduction to Heterogeneous Robotic Systems in 5G and Beyond NetworksHuimin Lu, Pin-Han Ho, Bassem Khalfi, Christos V. Verikoukis. wc, 30(2):64-65, April 2023. [doi]

Multi-Service Network Slicing 5G NR Orchestration via Tailored HARQ Scheme Design and Hierarchical Resource SchedulingMassimiliano Maule, John S. Vardakas, Christos V. Verikoukis. tvt, 72(4):5021-5034, April 2023. [doi]

XAI-Enabled Fine Granular Vertical Resources AutoscalerMohamed Mekki, Bouziane Brik, Adlen Ksentini, Christos V. Verikoukis. netsoft 2023: 161-169 [doi]

SO-RAN: Dynamic RAN Slicing via Joint Functional Splitting and MEC PlacementBehnam Ojaghi, Ferran Adelantado, Christos V. Verikoukis. tvt, 72(2):1925-1939, February 2023. [doi]

On the Benefits of vDU Standardization in Softwarized NG-RAN: Enabling Technologies, Challenges, and OpportunitiesBehnam Ojaghi, Ferran Adelantado, Christos V. Verikoukis. cm, 61(4):92-98, April 2023. [doi]

On the Specialization of FDRL Agents for Scalable and Distributed 6G RAN Slicing OrchestrationFarhad Rezazadeh, Lanfranco Zanzi, Francesco Devoti, Hatim Chergui, Xavier Costa-Pérez, Christos V. Verikoukis. tvt, 72(3):3473-3487, March 2023. [doi]

Joint Explainability and Sensitivity-Aware Federated Deep Learning for Transparent 6G RAN SlicingSwastika Roy, Farhad Rezazadeh, Hatim Chergui, Christos V. Verikoukis. icc 2023: 1238-1243 [doi]

5GMediaHUB QoS/QoE Monitoring EngineApostolos Siokis, Kostas Ramantas, George Margetis, Stefania Stamou, Ryan McCloskey, Martin Tolan, Christos V. Verikoukis. camad 2023: 13-18 [doi]

Zero-Trust Empowered Decentralized Security Defense against Poisoning Attacks in SL-IoT: Joint Distance-Accuracy Detection ApproachRongxuan Song, Jun Wu 0001, Qianqian Pan, Muhammad Imran 0001, Niddal Naser, Rebet Jones, Christos V. Verikoukis. globecom 2023: 2766-2771 [doi]

OPTIMIST: Optimised Video Content Delivery Chains over Joint Multi-Access Edge Computing and 5G Radio Network InfrastructuresDionysis Xenakis, Carlo Centofanti, Claudia Rinaldi, Andrea Marotta, Christos V. Verikoukis, Nikos I. Passas, Stefano Tennina, Dajana Cassioli. dsd 2023: 415-421 [doi]

Digital Twin and Meta RL Empowered Fast-Adaptation of Joint User Scheduling and Task Offloading for Mobile Industrial IoTHansong Xu, Jun Wu 0001, Qianqian Pan, Xing Liu, Christos V. Verikoukis. jsac, 41(10):3254-3266, October 2023. [doi]

2022

Toward Zero-Touch Management and Orchestration of Massive Deployment of Network Slices in 6GHatim Chergui, Adlen Ksentini, Luis Blanco, Christos V. Verikoukis. wc, 29(1):86-93, 2022. [doi]

Statistical Federated Learning for Beyond 5G SLA-Constrained RAN SlicingHatim Chergui, Luis Blanco, Christos V. Verikoukis. TWC, 21(3):2066-2076, 2022. [doi]

SafeSCHEMA: Multi-domain Orchestration of Slices based on SafeRL for B5G NetworksAnestis Dalgkitsis, Ashima Chawla, Anne-Marie Bosneag, Christos V. Verikoukis. globecom 2022: 3435-3440 [doi]

Traffic Management in Cell-Free-Based 6G NetworksIrene P. Keramidi, John S. Vardakas, Kostas Ramantas, Ioannis D. Moscholios, Christos V. Verikoukis. csndsp 2022: 710-714 [doi]

Multi-service Single Tenant 5G Fronthaul Resource Orchestration Framework based on Network SlicingMassimiliano Maule, John S. Vardakas, Georgios Kormentzas, Christos V. Verikoukis. globecom 2022: 3417-3422 [doi]

A Novel 5G-NR Resources Partitioning Framework Through Real-Time User-Provider Traffic Demand AnalysisMassimiliano Maule, John S. Vardakas, Christos V. Verikoukis. sj, 16(4):5317-5328, 2022. [doi]

SlicedRAN: Service-Aware Network Slicing Framework for 5G Radio Access NetworksBehnam Ojaghi, Ferran Adelantado, Angelos Antonopoulos 0001, Christos V. Verikoukis. sj, 16(2):2556-2567, 2022. [doi]

Cost-Aware Placement and Enhanced Lifecycle Management of Service Function Chains in a Multidomain 5G ArchitectureIoannis Sarrigiannis, Angelos Antonopoulos 0001, Kostas Ramantas, Maria Efthymiopoulou, Luis M. Contreras 0001, Christos V. Verikoukis. tnsm, 19(4):5006-5020, December 2022. [doi]

Machine Learning-Based Cell-Free Support in the O-RAN Architecture: An Innovative Converged Optical-Wireless Solution Toward 6G NetworksJohn S. Vardakas, Kostas Ramantas, Evgenii Vinogradov, Md. Arifur Rahman, Adam Girycki, Sofie Pollin, Simon Pryor, Philippe Chanclou, Christos V. Verikoukis. wc, 29(5):20-26, 2022. [doi]

Smart home's energy management applying the deep deterministic policy gradient and clusteringIoannis Zenginis, John S. Vardakas, Kostas Ramantas, Christos V. Verikoukis. camad 2022: 94-99 [doi]

Smart Home's Energy Management Through a Clustering-Based Reinforcement Learning ApproachIoannis Zenginis, John S. Vardakas, Nikolaos E. Koltsaklis, Christos V. Verikoukis. iotj, 9(17):16363-16371, 2022. [doi]

2021

Entropy-Driven Stochastic Policy for Fast Federated Learning in Beyond 5G Edge-RANBrahim Aamer, Hatim Chergui, Mustapha Benjillali, Christos V. Verikoukis. globecom 2021: 1-6 [doi]

Entropy-Driven Stochastic Federated Learning in Non-IID 6G Edge-RANBrahim Aamer, Hatim Chergui, Mustapha Benjillali, Christos V. Verikoukis. frcmn, 2, 2021. [doi]

Cloud-Native 5G Infrastructure and Network Applications (NetApps) for Public Protection and Disaster Relief: The 5G-EPICENTRE ProjectKonstantinos C. Apostolakis, George Margetis, Constantine Stephanidis, Jean-Michel Duquerrois, Laurent Drouglazet, Arthur Lallet, Serge Delmas, Luís Cordeiro, Andre S. Gomes, Marta Amor, Almudena Díaz-Zayas, Christos V. Verikoukis, Kostas Ramantas, Ioannis Markopoulos. eucnc 2021: 235-240 [doi]

Big Data Resource Management & Networks: Taxonomy, Survey, and Future DirectionsFeras M. Awaysheh, Mamoun Alazab, Sahil Garg, Dusit Niyato, Christos V. Verikoukis. comsur, 23(4):2098-2130, 2021. [doi]

Special issue on communications and networking approaches for combating COVID-19Randall A. Berry, Zhu Han 0001, Krishna Narayanan, H. Vincent Poor, Christos V. Verikoukis, Osman Yagan. jcn, 23(5):309-313, 2021. [doi]

Global Communications NewsletterStefano Bregni, Khaled B. Letaief, Christos V. Verikoukis, Yacine Ghamri-Doudane, George N. Rouskas, Diego Dujovne, Pradeep B. Mane. cm, 59(11):9-12, 2021. [doi]

Global Communications NewsletterStefano Bregni, Christos V. Verikoukis, J. Ignacio Alvarez-Hamelin, Aloknath De, Dinko Begusic, Nikola Rozic, Pascal Lorenz, Joel J. P. C. Rodrigues. cm, 59(5):19-23, 2021. [doi]

Zero-Touch AI-Driven Distributed Management for Energy-Efficient 6G Massive Network SlicingHatim Chergui, Luis Blanco, Luis A. Garrido, Kostas Ramantas, Slawomir Kuklinski, Adlen Ksentini, Christos V. Verikoukis. network, 35(6):43-49, 2021. [doi]

Machine Learning-Based, Networking and Computing Infrastructure Resource ManagementIoannis P. Chochliouros, Alexandros Kostopoulos, Miquel Payaró, Christos V. Verikoukis, Sabrina De Capitani di Vimercati, Evgenii Vinogradov, Vida Ranjbar, John S. Vardakas, Md Arifur Rahman, Polyzois Soumplis, Emmanuel A. Varvarigos. ifip12 2021: 85-94 [doi]

5G RAN resource slicing with flexible functional splits over multi-tenant environmentMichail Dalgitsis, John S. Vardakas, Christos V. Verikoukis. camad 2021: 1-6 [doi]

SCHEMA: Service Chain Elastic Management with Distributed Reinforcement LearningAnestis Dalgkitsis, Luis A. Garrido, Prodromos-Vasileios Mekikis, Kostas Ramantas, Luis Alonso 0001, Christos V. Verikoukis. globecom 2021: 1-6 [doi]

Data Driven Service Orchestration for Vehicular NetworksAnestis Dalgkitsis, Prodromos-Vasileios Mekikis, Angelos Antonopoulos 0001, Christos V. Verikoukis. tits, 22(7):4100-4109, 2021. [doi]

SDN-Enabled Resource Management for Converged Fi-Wi 5G FronthaulEftychia G. Datsika, John S. Vardakas, Kostas Ramantas, Prodromos-Vasileios Mekikis, Idelfonso Tafur Monroy, Luiz Anet Neto, Christos V. Verikoukis. jsac, 39(9):2772-2788, 2021. [doi]

Multi-Domain Architecture for CAM Service Delivery Across BordersMaria Efthymiopoulou, Kostas Ramantas, Natalia Vesselinova, Muhammad Mahtab Alam, Luis Sanabria-Russo, Christos V. Verikoukis. meditcom 2021: 106-108 [doi]

Context-Aware Traffic Prediction: Loss Function Formulation for Predicting Traffic in 5G NetworksLuis A. Garrido, Prodromos-Vasileios Mekikis, Anestis Dalgkitsis, Christos V. Verikoukis. icc 2021: 1-6 [doi]

Machine Learning for Network Slicing in Future Mobile Networks: Design and ImplementationLuis A. Garrido, Anestis Dalgkitsis, Kostas Ramantas, Christos V. Verikoukis. meditcom 2021: 23-28 [doi]

An Empirical Modeling for the Baseline Energy Consumption of an NB-IoT Radio TransceiverSikandar M. Zulqarnain Khan, Muhammad Mahtab Alam, Yannick Le Moullec, Alar Kuusik, Sven Pärand, Christos V. Verikoukis. iotj, 8(19):14756-14772, 2021. [doi]

5G RAN Slicing: Dynamic Single Tenant Radio Resource Orchestration for eMBB Traffic within a Multi-Slice ScenarioMassimiliano Maule, John S. Vardakas, Christos V. Verikoukis. cm, 59(3):110-116, 2021. [doi]

Slicing enabled 5G experimentation platform for the Robotics vertical industrySuvidha Sudhakar Mhatre, Kostas Ramantas, Renxi Qiu, Christos V. Verikoukis. meditcom 2021: 123-126 [doi]

Performance Evaluation and Comparison between SA and NSA 5G Networks in Indoor EnvironmentRamy Mohamed, Sofiane Zemouri, Christos V. Verikoukis. meditcom 2021: 112-116 [doi]

Modelling the Admission Ratio in NFV-Based Converged Optical-Wireless 5G NetworksMohammadreza Mosahebfard, John S. Vardakas, Christos V. Verikoukis. tvt, 70(11):12024-12038, 2021. [doi]

Actor-Critic-Based Learning for Zero-touch Joint Resource and Energy Control in Network SlicingFarhad Rezazadeh, Hatim Chergui, Loizos Christofi, Christos V. Verikoukis. icc 2021: 1-6 [doi]

A Collaborative Statistical Actor-Critic Learning Approach for 6G Network Slicing ControlFarhad Rezazadeh, Hatim Chergui, Luis Blanco, Luis Alonso 0001, Christos V. Verikoukis. globecom 2021: 1-6 [doi]

A Cloud-Native Monitoring System Enabling Scalable and Distributed Management of 5G Network SlicesLuis Sanabria-Russo, Christos V. Verikoukis. meditcom 2021: 42-46 [doi]

CURATE: On-Demand Orchestration of Services for Health Emergencies Prediction and MitigationLuis Sanabria-Russo, Jordi Serra, David Pubill, Christos V. Verikoukis. jsac, 39(2):438-445, 2021. [doi]

5G experimentation environment for third party media services: the 5GMediaHUB projectApostolos Siokis, Kostas Ramantas, George Margetis, Constantine Stephanidis, Loizos Christofi, Kostis Tzanettis, Håkon Lønsethagen, Ioannis Markopoulos, Luis Sanabria-Russo, Hatim Chergui, Christos V. Verikoukis. meditcom 2021: 1-6 [doi]

Towards Machine-Learning-Based 5G and Beyond Intelligent Networks: The MARSAL Project VisionJohn S. Vardakas, Kostas Ramantas, Eftychia G. Datsika, Miquel Payaró, Sofie Pollin, Evgenii Vinogradov, Manos Varvarigos, Panagiotis C. Kokkinos, Roberto González-Sánchez, Juan Jose Vegas Olmos, Ioannis P. Chochliouros, Philippe Chanclou, Pierangela Samarati, Adam Flizikowski, Md Arifur Rahman, Christos V. Verikoukis. meditcom 2021: 488-493 [doi]

2020

End-to-End Delay Performance of Analog Fiber Wireless Architecture for 5G NR FronthaulEftychia G. Datsika, John S. Vardakas, Georgios Kalfas, Christos Vagionas, Agapi Mesodiakaki, Christos V. Verikoukis. icton 2020: 1-4 [doi]

Dynamic partitioning of radio resources based on 5G RAN SlicingMassimiliano Maule, Prodromos-Vasileios Mekikis, Kostas Ramantas, John S. Vardakas, Christos V. Verikoukis. globecom 2020: 1-6 [doi]

Continuous Multi-objective Zero-touch Network Slicing via Twin Delayed DDPG and OpenAI GymFarhad Rezazadeh, Hatim Chergui, Luis Alonso 0001, Christos V. Verikoukis. globecom 2020: 1-6 [doi]

EXPLOR - A Novel Holistic Numerical Platform for Converged Optical-Wireless B5G NetworksZoran Vujicic, Jonathan Rodriguez 0001, Nikos I. Passas, Rahat Iqbal, Tomasz Maniak, Eftychia G. Datsika, John S. Vardakas, Charalampos Karyotis, Sherif Adeshina Busari, Christos V. Verikoukis. camad 2020: 1-6 [doi]

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