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2020 – today
- 2024
[j172]Abdelkader Mekrache
, Adlen Ksentini, Christos V. Verikoukis:
Machine Learning in FCAPS: Toward Enhanced Beyond 5G Network Management. IEEE Commun. Surv. Tutorials 26(4): 2769-2797 (2024)- [j171]Abdelkader Mekrache, Adlen Ksentini, Christos V. Verikoukis:
Intent-Based Management of Next-Generation Networks: an LLM-Centric Approach. IEEE Netw. 38(5): 29-36 (2024) - [j170]Ioannis Zenginis, John S. Vardakas, Nikolaos E. Koltsaklis, Christos V. Verikoukis:
Real-Time Energy Scheduling Applying the Twin Delayed Deep Deterministic Policy Gradient and Data Clustering. IEEE Syst. J. 18(1): 51-60 (2024) - [j169]Swastika Roy, Hatim Chergui, Christos V. Verikoukis:
Explanation-Guided Fair Federated Learning for Transparent 6G RAN Slicing. IEEE Trans. Cogn. Commun. Netw. 10(6): 2269-2281 (2024) - [j168]Behnam Ojaghi, Ferran Adelantado, Christos V. Verikoukis:
Enhancing V2X QoS: A Dual Approach of Packet Duplication and Dynamic RAN Slicing in B5G. IEEE Trans. Intell. Transp. Syst. 25(7): 7848-7860 (2024) - [j167]Swastika Roy, Hatim Chergui, Christos V. Verikoukis:
Toward Bridging the FL Performance-Explainability Tradeoff: A Trustworthy 6G RAN Slicing Use-Case. IEEE Trans. Veh. Technol. 73(7): 10529-10538 (2024) - [j166]Luis A. Garrido, Anestis Dalgkitsis, Kostas Ramantas, Adlen Ksentini, Christos V. Verikoukis:
Resource Demand Prediction for Network Slices in 5G Using ML Enhanced With Network Models. IEEE Trans. Veh. Technol. 73(8): 11848-11861 (2024) - [j165]Navideh Ghafouri, John S. Vardakas, Kostas Ramantas, Christos V. Verikoukis:
A Multi-Level Deep RL-Based Network Slicing and Resource Management for O-RAN-Based 6G Cell-Free Networks. IEEE Trans. Veh. Technol. 73(11): 17472-17484 (2024) - [j164]Farhad Rezazadeh, Hatim Chergui, Luis Alonso, Christos V. Verikoukis:
SliceOps: Explainable MLOps for Streamlined Automation-Native 6G Networks. IEEE Wirel. Commun. 31(5): 224-230 (2024) - [c228]Irene P. Keramidi, John S. Vardakas, Ioannis D. Moscholios, Michael D. Logothetis, Christos V. Verikoukis:
Computational Load Offloading Mechanism in a Converged SDN Control Plane in a 6G Network. CSNDSP 2024: 183-188 - [c227]Navideh Ghafouri, John S. Vardakas, Kostas Ramantas, Christos V. Verikoukis:
RL-Based High-Level Radio Unit Clustering and Distributed Unit Assignment in User-Centric Cell-free mMIMO for ORAN-Based 6G. ICC 2024: 2065-2070 - [c226]Suvidha Mhatre, Ferran Adelantado, Kostas Ramantas, Christos V. Verikoukis:
AIaaS for ORAN-based 6G Networks: Multi-time Scale Slice Resource Management with DRL. ICC 2024: 5407-5412 - [i29]Christophoros 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:
ADROIT6G DAI-driven Open and Programmable Architecture for 6G Networks. CoRR abs/2403.05277 (2024) - [i28]Swastika Roy, Hatim Chergui, Adlen Ksentini, Christos V. Verikoukis:
Federated Machine Reasoning for Resource Provisioning in 6G O-RAN. CoRR abs/2406.06128 (2024) - [i27]Navideh Ghafouri, John S. Vardakas, Kostas Ramantas, Christos V. Verikoukis:
Energy-Efficient Intra-Domain Network Slicing for Multi-Layer Orchestration in Intelligent-Driven Distributed 6G Networks: Learning Generic Assignment Skills with Unsupervised Reinforcement Learning. CoRR abs/2410.23161 (2024) - 2023
- [j163]Behnam Ojaghi, Ferran Adelantado, Christos V. Verikoukis:
On the Benefits of vDU Standardization in Softwarized NG-RAN: Enabling Technologies, Challenges, and Opportunities. IEEE Commun. Mag. 61(4): 92-98 (2023) - [j162]Hansong Xu, Jun Wu, Qianqian Pan, Xing Liu, Christos V. Verikoukis:
Digital Twin and Meta RL Empowered Fast-Adaptation of Joint User Scheduling and Task Offloading for Mobile Industrial IoT. IEEE J. Sel. Areas Commun. 41(10): 3254-3266 (2023) - [j161]Anestis Dalgkitsis, Luis A. Garrido, Farhad Rezazadeh, Hatim Chergui, Kostas Ramantas, John S. Vardakas, Christos V. Verikoukis:
SCHE2MA: Scalable, Energy-Aware, Multidomain Orchestration for Beyond-5G URLLC Services. IEEE Trans. Intell. Transp. Syst. 24(7): 7653-7663 (2023) - [j160]Behnam Ojaghi, Ferran Adelantado, Christos V. Verikoukis:
SO-RAN: Dynamic RAN Slicing via Joint Functional Splitting and MEC Placement. IEEE Trans. Veh. Technol. 72(2): 1925-1939 (2023) - [j159]Farhad Rezazadeh, Lanfranco Zanzi, Francesco Devoti, Hatim Chergui, Xavier Costa-Pérez, Christos V. Verikoukis:
On the Specialization of FDRL Agents for Scalable and Distributed 6G RAN Slicing Orchestration. IEEE Trans. Veh. Technol. 72(3): 3473-3487 (2023) - [j158]Massimiliano Maule, John S. Vardakas, Christos V. Verikoukis:
Multi-Service Network Slicing 5G NR Orchestration via Tailored HARQ Scheme Design and Hierarchical Resource Scheduling. IEEE Trans. Veh. Technol. 72(4): 5021-5034 (2023) - [j157]Huimin Lu, Pin-Han Ho, Bassem Khalfi, Christos V. Verikoukis:
Guest Editorial: Introduction to Heterogeneous Robotic Systems in 5G and Beyond Networks. IEEE Wirel. Commun. 30(2): 64-65 (2023) - [c225]Apostolos Siokis, Kostas Ramantas, George Margetis, Stefania Stamou, Ryan McCloskey, Martin Tolan, Christos V. Verikoukis:
5GMediaHUB QoS/QoE Monitoring Engine. CAMAD 2023: 13-18 - [c224]Dionysis Xenakis, Carlo Centofanti, Claudia Rinaldi, Andrea Marotta, Christos V. Verikoukis, Nikos I. Passas, Stefano Tennina, Dajana Cassioli:
OPTIMIST: Optimised Video Content Delivery Chains over Joint Multi-Access Edge Computing and 5G Radio Network Infrastructures. DSD 2023: 415-421 - [c223]Luis A. Garrido, Anestis Dalgkitsis, Golshan Famitafreshi, Apostolos Siokis, Kostas Ramantas, Christos V. Verikoukis:
An Experimental Platform of a Beyond-5G Network with Machine Learning Integration. GLOBECOM 2023: 62-67 - [c222]Christophoros 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:
ADROIT6G DAI-Driven Open and Programmable Architecture for 6G Networks. GLOBECOM (Workshops) 2023: 744-750 - [c221]Kostas Ramantas, Anastasios N. Bikos, Walter Nitzold, Sofie Pollin, Adlen Ksentini, Sylvie Mayrargue, Vasileios Theodorou, Loizos Christofi, Georgios Gardikis, Md. Arifur Rahman, Ashima Chawla, Francisco Ibañez, Ioannis P. Chochliouros, Didier Nicholson, Mario Montagudand, Arman Shojaeifard, Alexios Pagkotzidis, Christos V. Verikoukis:
6G-BRICKS: Building Reusable Testbed Infrastructures for Cloud-to-Device Breakthrough Technologies. GLOBECOM (Workshops) 2023: 751-756 - [c220]Rongxuan Song, Jun Wu, Qianqian Pan, Muhammad Imran, Niddal Naser, Rebet Jones, Christos V. Verikoukis:
Zero-Trust Empowered Decentralized Security Defense against Poisoning Attacks in SL-IoT: Joint Distance-Accuracy Detection Approach. GLOBECOM 2023: 2766-2771 - [c219]Anestis Dalgkitsis, Luis A. Garrido, Kostas Ramantas, John S. Vardakas, George Kormetzas, Christos V. Verikoukis:
SCHEMA III: Dynamic & Scalable VNE Framework Based on Multi-Agent RL for 5G/6G Networks. GLOBECOM 2023: 4351-4356 - [c218]Swastika Roy, Farhad Rezazadeh, Hatim Chergui, Christos V. Verikoukis:
Joint Explainability and Sensitivity-Aware Federated Deep Learning for Transparent 6G RAN Slicing. ICC 2023: 1238-1243 - [c217]Irene P. Keramidi, John S. Vardakas, Kostas Ramantas, Ioannis D. Moscholios, Christos V. Verikoukis:
Computational Load Management Strategies in Cell-Free-Based, Converged-Optical-Wireless 6G Networks. ICC 2023: 5316-5321 - [c216]Hamzeh Khalili, Sarang Kahvazadeh, Jane Frances Pajo, Ronan Frizzell, Andrea Castelli, Martin Tolan, Ioannis Markopoulos, Robin Ribback, Espen Erikstad, Didier Nicholson, Kostas Ramantas, Loizos Christofi, Christos V. Verikoukis:
Implementation of 5G Experimentation Environment for Accelerated Development of Mobile Media Services and Network Applications. ICIN 2023: 153-160 - [c215]Ioannis P. Chochliouros, John S. Vardakas, Kostas Ramantas, Sofie Pollin, Sylvie Mayrargue, Adlen Ksentini, Walter Nitzold, Md. Arifur Rahman, Jimmy O'Meara, Ashima Chawla, Dimitrios Kritharidis, Vasileios Theodorou, Shuaib Siddiqui, Francisco Ibañez, Georgios Gardikis, Dimitris Diagourtas, Loizos Christofi, Alain Mourad, Didier Nicholson, Alexandros Kostopoulos, Anastasia S. Spiliopoulou, Christos V. Verikoukis:
6G-BRICKS: Developing a Modern Experimentation Facility for Validation, Testing and Showcasing of 6G Breakthrough Technologies and Devices. AIAI Workshops 2023: 17-31 - [c214]Ioannis 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, Emmanouel A. Varvarigos, Dimitrios Kritharidis, Kostas Chartsias, Christina Lessi:
Use Cases Employing a Machine Learning Network Architecture. AIAI Workshops 2023: 151-167 - [c213]Mohamed Mekki, Bouziane Brik, Adlen Ksentini, Christos V. Verikoukis:
XAI-Enabled Fine Granular Vertical Resources Autoscaler. NetSoft 2023: 161-169 - [c212]Luis A. Garrido, Kostas Ramantas, Anestis Dalgkitsis, Adlen Ksentini, Christos V. Verikoukis:
Admission Control with Resource Efficiency Using Reinforcement Learning in Beyond-5G Networks. PIMRC 2023: 1-6 - [i26]Bouziane Brik, Hatim Chergui, Lanfranco Zanzi, Francesco Devoti, Adlen Ksentini, Muhammad Shuaib Siddiqui, Xavier Costa-Pérez, Christos V. Verikoukis:
A Survey on Explainable AI for 6G O-RAN: Architecture, Use Cases, Challenges and Research Directions. CoRR abs/2307.00319 (2023) - [i25]Farhad Rezazadeh, Hatim Chergui, Luis Alonso, Christos V. Verikoukis:
SliceOps: Explainable MLOps for Streamlined Automation-Native 6G Networks. CoRR abs/2307.01658 (2023) - [i24]Swastika Roy, Hatim Chergui, Christos V. Verikoukis:
Explanation-Guided Fair Federated Learning for Transparent 6G RAN Slicing. CoRR abs/2307.09494 (2023) - [i23]Swastika Roy, Hatim Chergui, Christos V. Verikoukis:
Towards Bridging the FL Performance-Explainability Trade-Off: A Trustworthy 6G RAN Slicing Use-Case. CoRR abs/2307.12903 (2023) - [i22]Swastika Roy, Farhad Rezazadeh, Hatim Chergui, Christos V. Verikoukis:
Joint Explainability and Sensitivity-Aware Federated Deep Learning for Transparent 6G RAN Slicing. CoRR abs/2309.13325 (2023) - [i21]Suvidha Mhatre, Ferran Adelantado, Kostas Ramantas, Christos V. Verikoukis:
AIaaS for ORAN-based 6G Networks: Multi-time scale slice resource management with DRL. CoRR abs/2311.11668 (2023) - [i20]Anestis Dalgkitsis, Christos V. Verikoukis:
NetROS-5G: Enhancing Personalization through 5G Network Slicing and Edge Computing in Human-Robot Interactions. CoRR abs/2312.06475 (2023) - 2022
- [j156]Behnam Ojaghi, Ferran Adelantado, Angelos Antonopoulos, Christos V. Verikoukis:
Impact of Network Densification on Joint Slicing and Functional Splitting in 5G. IEEE Commun. Mag. 60(7): 30-35 (2022) - [j155]Ioannis Zenginis, John S. Vardakas, Nikolaos E. Koltsaklis, Christos V. Verikoukis:
Smart Home's Energy Management Through a Clustering-Based Reinforcement Learning Approach. IEEE Internet Things J. 9(17): 16363-16371 (2022) - [j154]Behnam Ojaghi, Ferran Adelantado, Angelos Antonopoulos, Christos V. Verikoukis:
SlicedRAN: Service-Aware Network Slicing Framework for 5G Radio Access Networks. IEEE Syst. J. 16(2): 2556-2567 (2022) - [j153]Massimiliano Maule, John S. Vardakas, Christos V. Verikoukis:
A Novel 5G-NR Resources Partitioning Framework Through Real-Time User-Provider Traffic Demand Analysis. IEEE Syst. J. 16(4): 5317-5328 (2022) - [j152]Ioannis Sarrigiannis, Angelos Antonopoulos, Kostas Ramantas, Maria Efthymiopoulou, Luis M. Contreras, Christos V. Verikoukis:
Cost-Aware Placement and Enhanced Lifecycle Management of Service Function Chains in a Multidomain 5G Architecture. IEEE Trans. Netw. Serv. Manag. 19(4): 5006-5020 (2022) - [j151]Hatim Chergui, Luis Blanco, Christos V. Verikoukis:
Statistical Federated Learning for Beyond 5G SLA-Constrained RAN Slicing. IEEE Trans. Wirel. Commun. 21(3): 2066-2076 (2022) - [j150]Hatim Chergui, Adlen Ksentini, Luis Blanco, Christos V. Verikoukis:
Toward Zero-Touch Management and Orchestration of Massive Deployment of Network Slices in 6G. IEEE Wirel. Commun. 29(1): 86-93 (2022) - [j149]John S. Vardakas, Kostas Ramantas, Evgenii Vinogradov, Md. Arifur Rahman, Adam Girycki, Sofie Pollin, Simon Pryor, Philippe Chanclou, Christos V. Verikoukis:
Machine Learning-Based Cell-Free Support in the O-RAN Architecture: An Innovative Converged Optical-Wireless Solution Toward 6G Networks. IEEE Wirel. Commun. 29(5): 20-26 (2022) - [c211]Ioannis Zenginis, John S. Vardakas, Kostas Ramantas, Christos V. Verikoukis:
Smart home's energy management applying the deep deterministic policy gradient and clustering. CAMAD 2022: 94-99 - [c210]Irene P. Keramidi, John S. Vardakas, Kostas Ramantas, Ioannis D. Moscholios, Christos V. Verikoukis:
Traffic Management in Cell-Free-Based 6G Networks. CSNDSP 2022: 710-714 - [c209]Massimiliano Maule, John S. Vardakas, Georgios Kormentzas, Christos V. Verikoukis:
Multi-service Single Tenant 5G Fronthaul Resource Orchestration Framework based on Network Slicing. GLOBECOM 2022: 3417-3422 - [c208]Anestis Dalgkitsis, Ashima Chawla, Anne-Marie Bosneag, Christos V. Verikoukis:
SafeSCHEMA: Multi-domain Orchestration of Slices based on SafeRL for B5G Networks. GLOBECOM 2022: 3435-3440 - [c207]Swastika Roy, Hatim Chergui, Luis Sanabria-Russo, Christos V. Verikoukis:
A Cloud Native SLA-Driven Stochastic Federated Learning Policy for 6G Zero-Touch Network Slicing. ICC 2022: 4269-4274 - [i19]Farhad Rezazadeh, Hatim Chergui, Loizos Christofi, Christos V. Verikoukis:
Actor-Critic-Based Learning for Zero-touch Joint Resource and Energy Control in Network Slicing. CoRR abs/2201.08985 (2022) - [i18]Farhad Rezazadeh, Hatim Chergui, Luis Blanco, Luis Alonso, Christos V. Verikoukis:
A Collaborative Statistical Actor-Critic Learning Approach for 6G Network Slicing Control. CoRR abs/2201.08990 (2022) - [i17]Farhad Rezazadeh, Lanfranco Zanzi, Francesco Devoti, Hatim Chergui, Xavier Costa-Pérez, Christos V. Verikoukis:
On the Specialization of FDRL Agents for Scalable and Distributed 6G RAN Slicing Orchestration. CoRR abs/2211.03088 (2022) - 2021
- [j148]Massimiliano Maule, John S. Vardakas, Christos V. Verikoukis:
5G RAN Slicing: Dynamic Single Tenant Radio Resource Orchestration for eMBB Traffic within a Multi-Slice Scenario. IEEE Commun. Mag. 59(3): 110-116 (2021) - [j147]Stefano Bregni, Christos V. Verikoukis, J. Ignacio Alvarez-Hamelin, Aloknath De, Dinko Begusic, Nikola Rozic, Pascal Lorenz, Joel J. P. C. Rodrigues:
Global Communications Newsletter. IEEE Commun. Mag. 59(5): 19-23 (2021) - [j146]Stefano Bregni, Khaled B. Letaief, Christos V. Verikoukis, Yacine Ghamri-Doudane, George N. Rouskas, Diego Dujovne, Pradeep B. Mane:
Global Communications Newsletter. IEEE Commun. Mag. 59(11): 9-12 (2021) - [j145]Marcus de Ree, Georgios Mantas, Jonathan Rodriguez, Ifiok E. Otung, Christos V. Verikoukis:
DISTANT: DIStributed Trusted Authority-based key managemeNT for beyond 5G wireless mobile small cells. Comput. Commun. 176: 218-233 (2021) - [j144]Feras M. Awaysheh, Mamoun Alazab, Sahil Garg, Dusit Niyato, Christos V. Verikoukis:
Big Data Resource Management & Networks: Taxonomy, Survey, and Future Directions. IEEE Commun. Surv. Tutorials 23(4): 2098-2130 (2021) - [j143]Sikandar M. Zulqarnain Khan, Muhammad Mahtab Alam, Yannick Le Moullec, Alar Kuusik, Sven Pärand, Christos V. Verikoukis:
An Empirical Modeling for the Baseline Energy Consumption of an NB-IoT Radio Transceiver. IEEE Internet Things J. 8(19): 14756-14772 (2021) - [j142]Randall A. Berry, Zhu Han, Krishna Narayanan, H. Vincent Poor, Christos V. Verikoukis, Osman Yagan:
Special issue on communications and networking approaches for combating COVID-19. J. Commun. Networks 23(5): 309-313 (2021) - [j141]Luis Sanabria-Russo, Jordi Serra, David Pubill, Christos V. Verikoukis:
CURATE: On-Demand Orchestration of Services for Health Emergencies Prediction and Mitigation. IEEE J. Sel. Areas Commun. 39(2): 438-445 (2021) - [j140]Eftychia G. Datsika, John S. Vardakas, Kostas Ramantas, Prodromos-Vasileios Mekikis, Idelfonso Tafur Monroy, Luiz Anet Neto, Christos V. Verikoukis:
SDN-Enabled Resource Management for Converged Fi-Wi 5G Fronthaul. IEEE J. Sel. Areas Commun. 39(9): 2772-2788 (2021) - [j139]Hatim Chergui, Luis Blanco, Luis A. Garrido, Kostas Ramantas, Slawomir Kuklinski, Adlen Ksentini, Christos V. Verikoukis:
Zero-Touch AI-Driven Distributed Management for Energy-Efficient 6G Massive Network Slicing. IEEE Netw. 35(6): 43-49 (2021) - [j138]Anestis Dalgkitsis, Prodromos-Vasileios Mekikis, Angelos Antonopoulos, Christos V. Verikoukis:
Data Driven Service Orchestration for Vehicular Networks. IEEE Trans. Intell. Transp. Syst. 22(7): 4100-4109 (2021) - [j137]Mohammadreza Mosahebfard, John S. Vardakas, Christos V. Verikoukis:
Modelling the Admission Ratio in NFV-Based Converged Optical-Wireless 5G Networks. IEEE Trans. Veh. Technol. 70(11): 12024-12038 (2021) - [c206]Michail Dalgitsis, John S. Vardakas, Christos V. Verikoukis:
5G RAN resource slicing with flexible functional splits over multi-tenant environment. CAMAD 2021: 1-6 - [c205]Konstantinos 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:
Cloud-Native 5G Infrastructure and Network Applications (NetApps) for Public Protection and Disaster Relief: The 5G-EPICENTRE Project. EuCNC/6G Summit 2021: 235-240 - [c204]Brahim Aamer, Hatim Chergui, Mustapha Benjillali, Christos V. Verikoukis:
Entropy-Driven Stochastic Policy for Fast Federated Learning in Beyond 5G Edge-RAN. GLOBECOM 2021: 1-6 - [c203]Anestis Dalgkitsis, Luis A. Garrido, Prodromos-Vasileios Mekikis, Kostas Ramantas, Luis Alonso, Christos V. Verikoukis:
SCHEMA: Service Chain Elastic Management with Distributed Reinforcement Learning. GLOBECOM 2021: 1-6 - [c202]Farhad Rezazadeh, Hatim Chergui, Luis Blanco, Luis Alonso, Christos V. Verikoukis:
A Collaborative Statistical Actor-Critic Learning Approach for 6G Network Slicing Control. GLOBECOM 2021: 1-6 - [c201]Hatim Chergui, Luis Blanco, Christos V. Verikoukis:
CDF-Aware Federated Learning for Low SLA Violations in Beyond 5G Network Slicing. ICC 2021: 1-6 - [c200]Luis A. Garrido, Prodromos-Vasileios Mekikis, Anestis Dalgkitsis, Christos V. Verikoukis:
Context-Aware Traffic Prediction: Loss Function Formulation for Predicting Traffic in 5G Networks. ICC 2021: 1-6 - [c199]Farhad Rezazadeh, Hatim Chergui, Loizos Christofi, Christos V. Verikoukis:
Actor-Critic-Based Learning for Zero-touch Joint Resource and Energy Control in Network Slicing. ICC 2021: 1-6 - [c198]Slawomir Kuklinski, Lechoslaw Tomaszewski, Ioannis P. Chochliouros, Christos V. Verikoukis, Robert Kolakowski, Anastasia S. Spiliopoulou, Alexandros Kostopoulos:
A Novel Architectural Approach for the Provision of Scalable and Automated Network Slice Management, in 5G and Beyond. AIAI Workshops 2021: 39-51 - [c197]Ioannis 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, Emmanouel A. Varvarigos:
Machine Learning-Based, Networking and Computing Infrastructure Resource Management. AIAI Workshops 2021: 85-94 - [c196]Apostolos Siokis, Kostas Ramantas, George Margetis, Constantine Stephanidis, Loizos Christofi, Kostis E. Tzanettis, Håkon Lønsethagen, Ioannis Markopoulos, Luis Sanabria-Russo, Hatim Chergui, Christos V. Verikoukis:
5G experimentation environment for third party media services: the 5GMediaHUB project. MeditCom 2021: 1-6 - [c195]Luis A. Garrido, Anestis Dalgkitsis, Kostas Ramantas, Christos V. Verikoukis:
Machine Learning for Network Slicing in Future Mobile Networks: Design and Implementation. MeditCom 2021: 23-28 - [c194]Slawomir Kuklinski, Robert Kolakowski, Lechoslaw Tomaszewski, Luis Sanabria-Russo, Christos V. Verikoukis, Cao-Thanh Phan, Lanfranco Zanzi, Francesco Devoti, Adlen Ksentini, Christos Tselios, George Tsolis, Hatim Chergui:
MonB5G: AI/ML-Capable Distributed Orchestration and Management Framework for Network Slices. MeditCom 2021: 29-34 - [c193]Luis Sanabria-Russo, Christos V. Verikoukis:
A Cloud-Native Monitoring System Enabling Scalable and Distributed Management of 5G Network Slices. MeditCom 2021: 42-46 - [c192]Maria Efthymiopoulou, Kostas Ramantas, Natalia Vesselinova, Muhammad Mahtab Alam, Luis Sanabria-Russo, Christos V. Verikoukis:
Multi-Domain Architecture for CAM Service Delivery Across Borders. MeditCom 2021: 106-108 - [c191]Ramy Mohamed, Sofiane Zemouri, Christos V. Verikoukis:
Performance Evaluation and Comparison between SA and NSA 5G Networks in Indoor Environment. MeditCom 2021: 112-116 - [c190]Suvidha Sudhakar Mhatre, Kostas Ramantas, Renxi Qiu, Christos V. Verikoukis:
Slicing enabled 5G experimentation platform for the Robotics vertical industry. MeditCom 2021: 123-126 - [c189]John 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:
Towards Machine-Learning-Based 5G and Beyond Intelligent Networks: The MARSAL Project Vision. MeditCom 2021: 488-493 - [i16]Farhad Rezazadeh, Hatim Chergui, Luis Alonso, Christos V. Verikoukis:
Continuous Multi-objective Zero-touch Network Slicing via Twin Delayed DDPG and OpenAI Gym. CoRR abs/2101.06617 (2021) - [i15]Farhad Rezazadeh, Hatim Chergui, Christos V. Verikoukis:
Zero-touch Continuous Network Slicing Control via Scalable Actor-Critic Learning. CoRR abs/2101.06654 (2021) - 2020
- [j136]Muhammad Khurram Khan, Junaid Shuja, Yaser Jararweh, Guanding Yu, Mohsen Guizani, Christos V. Verikoukis, Raja Wasim Ahmad:
IEEE Access Special Section Editorial: Mobile Edge Computing and Mobile Cloud Computing: Addressing Heterogeneity and Energy Issues of Compute and Network Resources. IEEE Access 8: 163769-163774 (2020) - [j135]Nikolaos Rogkas, Christos V. Verikoukis, Georgios Vasileiou, Christos Manopoulos, Vasilios Spitas:
Nondimensional Characterization of the Operational Envelope of a Wet Friction Clutch. Comput. 8(1): 21 (2020) - [j134]Ioannis Sarrigiannis, Kostas Ramantas, Elli Kartsakli, Prodromos-Vasileios Mekikis, Angelos Antonopoulos, Christos V. Verikoukis:
Online VNF Lifecycle Management in an MEC-Enabled 5G IoT Architecture. IEEE Internet Things J. 7(5): 4183-4194 (2020) - [j133]Hatim Chergui, Christos V. Verikoukis:
Offline SLA-Constrained Deep Learning for 5G Networks Reliable and Dynamic End-to-End Slicing. IEEE J. Sel. Areas Commun. 38(2): 350-360 (2020) - [j132]Bechir Hamdaoui, Ammar Rayes, Nizar Zorba, Lingyang Song, Christos V. Verikoukis:
Blockchains for Scalable IoT Management, Access, and Accountability. IEEE Netw. 34(1): 6-7 (2020) - [j131]Hatim Chergui, Christos V. Verikoukis:
Big Data for 5G Intelligent Network Slicing Management. IEEE Netw. 34(4): 56-61 (2020) - [j130]Ioannis Sarrigiannis, Luis M. Contreras, Kostas Ramantas, Angelos Antonopoulos, Christos V. Verikoukis:
Fog-Enabled Scalable C-V2X Architecture for Distributed 5G and Beyond Applications. IEEE Netw. 34(5): 120-126 (2020) - [j129]Konstantinos Ntontin, Christos V. Verikoukis:
Relay-Aided Outdoor-to-Indoor Communication in Millimeter-Wave Cellular Networks. IEEE Syst. J. 14(2): 2473-2484 (2020) - [j128]Konstantinos Ntontin, Christos V. Verikoukis:
System-Level Analysis of a Self-Fronthauling and Millimeter-Wave Cloud-RAN. IEEE Trans. Commun. 68(12): 7762-7778 (2020) - [j127]Sahil Garg, Mohsen Guizani, Song Guo, Christos V. Verikoukis:
Guest Editorial Special Section on AI-Driven Developments in 5G-Envisioned Industrial Automation: Big Data Perspective. IEEE Trans. Ind. Informatics 16(2): 1291-1295 (2020) - [j126]Prodromos-Vasileios Mekikis, Kostas Ramantas, Angelos Antonopoulos, Elli Kartsakli, Luis Sanabria-Russo, Jordi Serra, David Pubill, Christos V. Verikoukis:
NFV-Enabled Experimental Platform for 5G Tactile Internet Support in Industrial Environments. IEEE Trans. Ind. Informatics 16(3): 1895-1903 (2020) - [j125]Andreas I. Miaoudakis, Konstantinos Fysarakis, Nikolaos E. Petroulakis, Sofia Alexaki, George Alexandirs, Sotiris Ioannidis, George Spanoudakis, Vasilis Katos, Christos V. Verikoukis:
Pairing a Circular Economy and the 5G-Enabled Internet of Things: Creating a Class of ?Looping Smart Assets? IEEE Veh. Technol. Mag. 15(3): 20-31 (2020) - [c188]Zoran Vujicic, Jonathan Rodriguez, Nikos I. Passas, Rahat Iqbal, Tomasz Maniak, Eftychia G. Datsika, John S. Vardakas, Charalampos Karyotis, Sherif Adeshina Busari, Christos V. Verikoukis:
EXPLOR - A Novel Holistic Numerical Platform for Converged Optical-Wireless B5G Networks. CAMAD 2020: 1-6 - [c187]