Supporting Architectural and technological Network evolutions through an intelligent, secureD and twinning enaBled Open eXperimentation facility

Informazioni relative al progetto

6G-SANDBOX

ID dell’accordo di sovvenzione: 101096328

DOI

10.3030/101096328

Data della firma CE 24 Novembre 2022

Data di avvio 1 Gennaio 2023

Data di completamento 30 Giugno 2026

Finanziato da

• Digital, Industry and Space

Costo totale

€ 8 549 801,53

Contributo UE

€ 8 039 821,26

Coordinato da

KEYSIGHT TECHNOLOGIES BELGIUM
Belgium

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Documents, reports (8)

Definition of evaluation approach and test system

Report describing test methodology, system and automation, description of methodologies to evaluate KPIs and KVIs, use case evaluation approach.

Ecosystem analysis and 6G-SANDBOX facility design

Report on the overall design of the 6G facility, including the first release of the trials network lifecycle and the KPI and KVI validation methodology.

Open repository of measurement results

Software component. Result repository to ensure transparency of measured performance and evaluated KPIs and KVIs.

Initial Dissemination and Exploitation Plan

The document will provide initial project planning for the overall WP activities, which will be regularly reviewed and updated by the consortium, and report on establishment of the graphical project identity, its website, social media channels, etc.

Intermediate report on KPI and KVI validation

Initial report on KPIs and KVIs and results achieved form experiments which can be publicly disseminate.

Open API design and implementation for 6G-SANDBOX Library

Design and implementation of Openness approach in 6G Sandbox to expose 6G capabilities to Trial Networks.

6G-SANDBOX Library V1

This report enumerates and describes the technology enablers incorporated in the 6G-SANDBOX Library such as Open RAN, TSN, XR.

Integration and Management for 6G trial networks - Intermediate report

This deliverable will include information about the development and integration activities performed across all tasks of WP4.

Pubblicazioni

Conference proceedings (44)

A Modified 1-Bit Unit-Cell for mmWave RIS Optimized at Extreme Incident Angle

Autori: Goncalves Machado, Gabriel; McKernan, A.; Gu, C.; Zelenchuk, D.; Saikia, M.; Yurduseven, Okan; Cotton, S.; Abbasi, Muhammad Ali Babar
Pubblicato in: IEEE International Symposium on Antennas and Propagation 2024
Editore: IEEE
DOI: 10.1109/AP-S/INC-USNC-URSI52054.2024.10685974

Reproducible Key Performance Indicator (KPI) Measurement Experiments in 6G Networks Under Mobility Conditions

Autori: Javier Otero-Mosquera, Alicia Meleiro-Estévez, Pablo Fondo-Ferreiro, Francisco Luque-Schempp, Felipe Gil-Castineira, Pedro Merino
Pubblicato in: 2025 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), 2025
Editore: IEEE
DOI: 10.1109/EUCNC/6GSUMMIT63408.2025.11036984

Significance of Extreme Reflection Angles in RIS-Assisted Wireless Networks

Autori: Ilyas Saleem, M. Ali Babar Abbasi, Subhas Mukhopadhyay, Dmitry Zelenchuk, Hazer Inaltekin, Syed Muzahir Abbas
Pubblicato in: 2025 19th European Conference on Antennas and Propagation (EuCAP), 2025
Editore: IEEE
DOI: 10.23919/EUCAP63536.2025.10999713

External Memories of PDP Switches for In-Network Implementable Functions Placement: Deep Learning Based Reconfiguration of SFCs

Autori: Somayeh Kianpisheh, Tarik Taleb
Pubblicato in: GLOBECOM 2024 - 2024 IEEE Global Communications Conference, 2025, ISSN 2576-6813
Editore: IEEE
DOI: 10.1109/GLOBECOM52923.2024.10901445

Joint Network Slicing, Routing, and In-Network Computing for Energy-Efficient 6G

Autori: Z. Sasan, M. Shokrnezhad, S. Khorsandi, and T. Taleb
Pubblicato in: Proc. IEEE WCNC 2024, 2024, ISSN 1558-2612
Editore: IEEE
DOI: 10.48550/arXiv.2401.06306

Field Trial Validation of 5G-Connected UAVs towards QoS and Handover Analysis

Autori: Makropoulos, George; Manolopoulos, Ioannis; Koumaras, Harilaos; Lyberopoulos, George; Setaki, Foteini; Theodoropoulou, Eleni; Mesogiti, Ioanna
Pubblicato in: IEEE CAMAD 2024, 2024
DOI: 10.5281/zenodo.14761081

COMIX: Generalized Conflict Management in O-RAN xApps – Architecture, Workflow, and a Power Control case

Autori: A. Giannopoulos, S. Spantideas, G. Levis, A. Kalafatelis, P. Trakadas
Pubblicato in: 2024
Editore: IEEE

Multi-Connectivity Enhancements for the 6G Era

Autori: Dimitrios Dimopoulos, Apostolis K. Salkintzis
Pubblicato in: 2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 2025, ISSN 2378-4873
Editore: IEEE
DOI: 10.1109/CAMAD62243.2024.10942656

Deep Learning based Moving Target Defence for Federated Learning against Poisoning Attack in MEC Systems with a 6G wireless Model

Autori: Somayeh Kianpisheh, Tarik Taleb, Jari Iinatti, and JaeSeung Song
Pubblicato in: IEEE Globecom 2025, 2025
Editore: IEEE

Performance of Smart Contract-based Digital Twins for the Internet of Things

Autori: Chalima Dimitra Nassar Kyriakidou, Iakovos Pittaras, Athanasia Maria Papathanasiou, George Xylomenos, George C. Polyzos
Pubblicato in: 2024
Editore: MIDD4DT ’24: 25th International Middleware Conference
DOI: 10.1145/3702636.3703442

Moving Target Defense based Secured Network Slicing System in the O-RAN Architecture

Autori: M.K. Motalleb, C. Benzaid, T. Taleb, and V. Shah-Mansouri
Pubblicato in: Proc. of IEEE Globecom’23, Kuala Lumpur, Malaysia, 2023
Editore: ΙΕΕΕ
DOI: 10.1109/GLOBECOM54140.2023.10437795

A Proof of Concept Implementation of an AI-assisted User-Centric 6G Network

Autori: N. Gkatzios, H. Koumaras, D. Fragkos, V. Koumaras
Pubblicato in: Proc. of EuCNC 2024 & 6G SUMMIT, 2024, ISSN 2575-4912
Editore: IEEE
DOI: 10.1109/EuCNC/6GSummit60053.2024.10597020

Design of an End-to-End and Open-Source 5G MBS SDR Validation Pilot

Autori: Barjau, Carlos, Sánchez Roldán, Jaime, Iñesta, Borja, Gomez-Barquero, David. Moreno Escaño, María del Mar
Pubblicato in: 2025
Editore: IEEE

RIS-Assisted Ad Hoc Edge for Optimal User Distribution in Service-Intensive Scenarios

Autori: C. Hou, C Wang, K. Dong, X. Wang, and T. Taleb
Pubblicato in: Proc. of IEEE Globecom’23, Kuala Lumpur, Malaysia, 2023
Editore: ΙΕΕΕ

Sustainability in 6G Networks: Vision and Directions

Autori: Aarne Mämmelä, Ijaz Ahmad, Md Munjure Mowla, Adam Flizikowski, Muhammad Ali Babar Abbasi, Dmitry Zelenchuk, Mahnaz Sinaie
Pubblicato in: Proc. of IEEE Conference on Standards for Communications and Networking (CSCN) 2023, 2023
Editore: IEEE
DOI: 10.1109/CSCN60443.2023.10453200

Experimental Verification of Broadband mmWave RIS-Aided Communications: Codebook-Based Beam Steering and Indoor Channel Measurements

Autori: Ferhad Kasem, Gabriel Machado, Simon Cotton, Muhammad Ali Babar Abbasi, Dmitry Zelenchuk
Pubblicato in: 2025 19th European Conference on Antennas and Propagation (EuCAP), 2025
Editore: IEEE
DOI: 10.23919/EUCAP63536.2025.10999970

5G Network Enhancements to Support Ambient IoT Devices

Autori: Apostolis K. Salkintzis, Dimitrios Dimopoulos
Pubblicato in: Proc. of IEEE Conference on Standards for Communications and Networking (CSCN) 2023, 2023
Editore: ΙΕΕΕ

Traffic Steering based Anomaly Prevention for User Request Provision in 6G Network Slices

Autori: Zhao Ming, Kai Dong, and Tarik Taleb
Pubblicato in: IEEE Globecom 2025
Editore: IEEE

Adaptive Multiple Access and Service Placement for Generative Diffusion Models

Autori: Hamidreza Mazandarani, Mohammad Farhoudi, Masoud Shokrnezhad,Tarik Taleb
Pubblicato in: IEEE GLOBECOM 2025, 2025
Editore: IEEE

Advancing Cybersecurity with AI: A Multimodal Fusion Approach for Intrusion Detection Systems

Autori: George Agrafiotis, Sarantis Kalafatidis, Konstantinos Giapantzis, Antonios Lalas, Konstantinos Votis
Pubblicato in: 2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom), 2024
Editore: IEEE
DOI: 10.1109/MEDITCOM61057.2024.10621237

Wideband, dual-polarization, 1-bit Unit-cell Design for millimeter-wave Reconfigurable Intelligent Surface Applications

Autori: Gabriel G. Machado, Muhammad Ali Babar Abbasi, Adrian D McKernan, Chao Gu, Dmitry Zelenchuk
Pubblicato in: Proc. of IEEE EuCAP 2024, 2024
Editore: IEEE
DOI: 10.23919/EUCAP60739.2024.10501256

Exploiting Core Openness as Native-AI Enabler for Optimized UAV Flight Path Selection

Autori: George Makropoulos, Dimitrios Fragkos, Harilaos Koumaras, Nancy Alonistioti, Alexandros Kaloxylos, Foteini Setaki
Pubblicato in: Proc. of IEEE Conference on Standards for Communications and Networking (CSCN) 2023, 2023
Editore: ΙΕΕΕ

Enhancing 5G Security: Slice Isolation via Actor-Critic Reinforcement Learning with Optimal Graph Features

Autori: A. Javadpour F. Jaafari, T. Taleb, and C. Benzaid
Pubblicato in: Proc. of IEEE Globecom’23, Kuala Lumpur, Malaysia, 2023
Editore: ΙΕΕΕ

A Deep Transfer Learning-powered EDoS Detection Mechanism for 5G and Beyond Network Slicing

Autori: C. Benzaid, T. Taleb, A. Sami, and O. Hireche
Pubblicato in: Proc. of IEEE Globecom’23, Kuala Lumpur, Malaysia, 2023
Editore: ΙΕΕΕ

On-demand Trial Networks over 6G-SANDBOX infrastructure

Autori: Pedro Merino-Gomez, Bruno Garcia, Carlos Andreo, David Artuñedo, Jesus Macias
Pubblicato in: Proc. of EuCNC 2024 & 6G SUMMIT, 2024, ISSN 2575-4912
Editore: IEEE
DOI: 10.1109/EuCNC/6GSummit60053.2024.10597112

Dynamic Edge AI Service Management and Adaptation via Off-Policy Meta-Reinforcement Learning and Digital Twin

Autori: Yan Chen, Hao Yu, Qize Guo, Shuyuan Zhao, and Tarik Taleb
Pubblicato in: Proc. of IEEE ICC 2024, 2024
Editore: IEEE

The B5G Athens Experimentation Platform

Autori: H. Koumaras, D. Fragkos, V. Pitsilis, G. Makropoulos, G. Lyberopoulos, E. Theodoropoulou, F. Setaki, I. Mesogiti, D. Diakakis, N. Gkatzios, C. Fragkos, V. Koumaras
Pubblicato in: 2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 2025, ISSN 2378-4873
Editore: IEEE
DOI: 10.1109/CAMAD62243.2024.10942830

Deep Learning Based Service Composition in Integrated Aerial-Terrestrial Networks

Autori: Mohammad Farhoudi, Masoud Shokrnezhad, Somayeh Kianpisheh, Tarik Taleb
Pubblicato in: 2025 IEEE 11th International Conference on Network Softwarization (NetSoft), 2025, ISSN 2693-9789
Editore: IEEE
DOI: 10.1109/NETSOFT64993.2025.11080624

A Federated Continual Learning Framework for Sustainable Network Anomaly Detection in O-RAN

Autori: C. Benzaid, F.M. Hossain, T. Taleb, P.M. Gomez, and M. Dieudonné
Pubblicato in: Proc.of IEEE WCNC 2024, 2024
Editore: IEEE
DOI: 10.1109/WCNC57260.2024.10570951

User Request Provisioning Oriented Slice Anomaly Prediction and Resource Allocation in 6G Networks

Autori: Zhao Ming, Hao Yu and Tarik Taleb
Pubblicato in: Proc. IEEE ICC 2024, 2024
Editore: IEEE

Profit-Aware Proactive Slicing Resource Provisioning with Traffic Uncertainty in Multi-Tenant FlexE-over-WDM Networks

Autori: Qize Guo, Zhao Ming, Hao Yu, Yan Chen, and Tarik Taleb
Pubblicato in: Proc. of IEEE ICC 2024, 2024
Editore: IEEE

6G-SANDBOX: Technology Validation and Measurement Campaigns for Non-Terrestrial Networks

Autori: Pedro Merino-Gomez, Michael Dieudonee, Dimitris Tsolkas, Bruno García, David Artuñedo, Harilaos Koumaras, Marc Emmelmann, Tarik Taleb, Fotini Setaki, Vaios Koumaras, Alvaro Villegas, Alfonso Carrillo, Apostolis Salkintzis, Jorge Sianes, Halid Hrasnica, An
Pubblicato in: Proc. of EuCNC 2023 & 6G-SUMMIT, June 2023, 2023
Editore: EuCNC

A Semantic-Aware Multiple Access Scheme for Distributed, Dynamic 6G-Based Applications

Autori: H. Mazandarani, M. Shokrnezhad, and T. Taleb
Pubblicato in: Proc. IEEE WCNC 2024, 2024, ISSN 1558-2612
Editore: IEEE
DOI: 10.1109/WCNC57260.2024.10570768

Developing Adaptive Calibration and Benchmarking Methods for 6G Performance Measurement: Implementation and Conclusions From 6G-Sandbox

Autori: Setaki Foteini, Antti Pauanne, Filip Ivanovic, Harilaos G. Koumaras, Pablo Herrera Diaz, Michael Dieudonne, Björn Reimer, Abhishek Bakshi
Pubblicato in: 2025 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), 2025, ISSN 2575-4912
Editore: IEEE
DOI: 10.1109/EUCNC/6GSUMMIT63408.2025.11037193

Towards End-to-end Implementation of 5G Positioning with Off-the-shelf Devices

Autori: Samuele Zanini, Luca Petrucci, Ivan Palamà, Giuseppe Bianchi, Stefania Bartoletti
Pubblicato in: 2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall), 2025
Editore: IEEE
DOI: 10.1109/VTC2024-FALL63153.2024.10757829

Prototyping an AI-Driven Cognitive Coordinator for Mapping User Intent to Trustworthiness in 6G Networks

Autori: Harilaos Koumaras, Spyridon Georgoulas, Georgios Batsis, Evangelos Anagnostopoulos, Vaios Koumaras, George Makropoulos
Pubblicato in: 2025 IEEE Conference on Network Function Virtualization and Software-Defined Networking (NFV-SDN), 2026
Editore: IEEE
DOI: 10.1109/NFV-SDN66355.2025.11349563

QoS-Aware Service Prediction and Orchestration in Cloud-Network Integrated Beyond 5G

Autori: M. Farhoudi, M. Shokrnezhad, and T. Taleb
Pubblicato in: Proc. of IEEE Globecom’23, Kuala Lumpur, Malaysia, December 2023, 2023
Editore: ΙΕΕΕ
DOI: 10.1109/GLOBECOM54140.2023.10436905

GCA-YOLO: An Edge-Optimized Traffic Sign Detection Model

Autori: Peiyan Yuan, Yifan Pei, Chenyang Wang, Xiaoyan Zhao, Zhou Liu, Xiaoqiang Zhu, Tarik Taleb
Pubblicato in: 2025 IEEE International Conference on Web Services (ICWS), 2025
Editore: IEEE
DOI: 10.1109/ICWS67624.2025.00051

A Chatbot Assistant for Optimizing the Fault Detection and Diagnostics of Industry 4.0 Equipment in the 6G era

Autori: Nikolaos Gkatzios; Nikolaos Vryonis; Constantinos Fragkos; Christos Sakkas; Vaios Koumaras; George Makropoulos; Dimitrios Fragkos; Harilaos Koumaras
Pubblicato in: Proc. of IEEE Conference on Standards for Communications and Networking (CSCN) 2023,, 2023
Editore: ΙΕΕΕ

5G Demonstration on an EMDC with ML-Enabled Scaling and QKD-Secured Connectivity

Autori: Simon Rommel, Piotr Kulesza, Adam Flizikowski, Abhinav Kumar, Md Munjure Mowla, Sean Ahearne, Bruno Cimoli, Idelfonso Tafur Monroy
Pubblicato in: GLOBECOM 2024 - 2024 IEEE Global Communications Conference, 2025
Editore: IEEE
DOI: 10.1109/GLOBECOM52923.2024.10901121

Experiments with Digital Security Processes over SDN-Based Cloud-Native 5G Core Networks

Autori: Sarantis Kalafatidis, George Agrafiotis, Konstantinos Giapantzis, Antonios Lalas, Konstantinos Votis
Pubblicato in: 2024 27th Conference on Innovation in Clouds, Internet and Networks (ICIN), 2024
Editore: IEEE
DOI: 10.1109/ICIN60470.2024.10494481

Fairness-Utilization Trade-off in Wireless Networks with Explainable Kolmogorov-Arnold Networks

Autori: Masoud Shokrnezhad, Hamidreza Mazandarani, Tarik Taleb
Pubblicato in: 2024 IEEE Virtual Conference on Communications (VCC), 2025
Editore: IEEE
DOI: 10.1109/VCC63113.2024.10914440

An AI-assisted User-Intent 6G System for Dynamic Throughput Provision

Autori: Alexandropoulos, Ilias; Rentoula, Vasiliki; Fragkos, Dimitrios; Gkatzios, Nikolaos; Koumaras, Harilaos
Pubblicato in: IEEE CAMAD 2024, 2024
DOI: 10.5281/zenodo.14755731

ORIENT: A Priority-Aware Energy-Efficient Approach for Latency-Sensitive Applications in 6G

Autori: Masoud Shokrnezhad and Tarik Taleb
Pubblicato in: Proc. IEEE ICC 2024, 2024
Editore: IEEE

Peer reviewed articles (12)

Roads Infrastructure Digital Twin: Advancing Situational Awareness Through Bandwidth-Aware 360° Video Streaming and Multi-View Clustering

Autori: Oussama El Marai, Sotirios Messinis, Nikolaos Doulamis, Tarik Taleb, Jukka Manner
Pubblicato in: IEEE Open Journal of Vehicular Technology, Numero 6, 2025, ISSN 2644-1330
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/OJVT.2025.3572405

Deterministic Networking Empowered Robotic Teleoperation

Autori: Chao Yang, Hao Yu, Qize Guo, Tarik Taleb, Jose Costa Requena, Kari Tammi
Pubblicato in: IEEE Network, Numero 39, 2025, ISSN 0890-8044
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/MNET.2024.3483930

Towards 6G-based Metaverse: Supporting Highly-Dynamic Deterministic Multi-User Extended Reality Services

Autori: Hao Yu; Masoud Shokrnezhad; Tarik Taleb; Richard Li; JaeSeung Song
Pubblicato in: IEEE Network Magazine, Numero Vol. 37, Numero: 4, 2023, ISSN 1558-156X
Editore: IEEE
DOI: 10.1109/MNET.004.2300101

Enabling Modular and Intelligent IoRT Systems: Integrating the Model Context Protocol for Semantic Decoupling at the Edge

Autori: Qize Guo, Yan Chen, Tarik Taleb, Chao Yang
Pubblicato in: IEEE Internet of Things Magazine, Numero 9, 2026, ISSN 2576-3199
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/MIOT.2025.3615709

AIORA: An AI-Native Multi-Stakeholder Orchestration Architecture for 6G Continuum

Autori: Nuria Molner, Luis Rosa, Fulvio Risso, Konstantinos Samdanis, David Artuñedo, Rob Smets, Tarik Taleb, David Gomez-Barquero
Pubblicato in: IEEE Network, 2025, ISSN 0890-8044
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/MNET.2025.3596343

Adversarial Robustness in Cognitive Systems: A Trustworthiness Assessment Perspective for 6G Networks

Autori: Ilias Alexandropoulos, Harilaos Koumaras, Vasiliki Rentoula, Gerasimos Papanikolaou-Ntais, Spyridon Georgoulas, George Makropoulos
Pubblicato in: Electronics, Numero 14, 2025, ISSN 2079-9292
Editore: MDPI AG
DOI: 10.3390/ELECTRONICS14112285

Verification of a multi-connectivity protocol for Tactile Internet applications

Autori: Delia Rico, María-del-Mar Gallardo, Pedro Merino
Pubblicato in: Computer Communications, Numero Vol 212, p. 390-406, 2023, ISSN 0140-3664
Editore: Elsevier BV
DOI: 10.1016/J.COMCOM.2023.10.013

A 3D-printing metasurface-augmented half-circle Maxwell fisheye lens for millimetre-wave analogue beamforming

Autori: Bader Alali, Dmitry Zelenchuk, Muhammad Ali Babar Abbasi
Pubblicato in: Journal of Physics D: Applied Physics, Numero 58, 2024, ISSN 0022-3727
Editore: IOP Publishing
DOI: 10.1088/1361-6463/ad8c55

FortisEDoS: A Deep Transfer Learning-empowered Economical Denial of Sustainability Detection Framework for Cloud-Native Network Slicing

Autori: Chafika Benzaïd, Tarik Taleb; Ashkan Sami; Othmane Hireche
Pubblicato in: IEEE Transactions on Dependable and Secure Computing, Numero p. 1-18, 2023, ISSN 1941-0018
Editore: IEEE
DOI: 10.1109/TDSC.2023.3318606

Federated Deep Reinforcement Learning for Prediction-Based Network Slice Mobility in 6 G Mobile Networks

Autori: Zhao Ming, Hao Yu and Tarik Taleb
Pubblicato in: IEEE Transaction on Mobile Computing, Numero p.1-17, 2024, ISSN 1536-1233
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TMC.2024.3404125

Towards Robust & Secure Blockchain-based Communications in ITS

Autori: Atsuki Yoshimura, Yan Chen, Jin Nakazato, Tarik Taleb, Manabu Tsukada, Hiroshi Esaki
Pubblicato in: IEEE Transactions on Vehicular Technology, 2025, ISSN 0018-9545
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TVT.2025.3619191

Evaluation of MTIP, MPTCP and MPQUIC for a Time-Sensitive Application

Autori: Delia Rico, Francisco Luque-Schempp, Pedro Merino
Pubblicato in: IEEE Network, 2025, ISSN 0890-8044
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/MNET.2025.3583261

Other (9)

THIRD PARTY EXPERIMENTATION: Engagement process and technical information

Autori: Tsolkas, Dimitrios; Merino, Pedro; Dieudonne, Michael
Editore: 6G-SANDBOX Project
DOI: 10.5281/ZENODO.13594165

6G KPIs - Definitions and Target Values

Autori: Mesogiti, Ioanna; Gavras, Anastasius; Trichias, Konstantinos; Kaloxylos, Alexandros; Fontes, Francisco; Charemis, Athanasios; Ghoraishi, Mir; Mollà Roselló, Marc; Yadranjee Aghdam, Parisa; Agapiou, George; Sgambelluri, Andrea; Al-Rawi, Mohammed; Marques, Carlos; Mohr, Werner
Pubblicato in: Test, Measurement, and KPIs Validation (TMV) Working Group, 2025
DOI: 10.5281/ZENODO.14998983

AI/ML as a Key Enabler of 6G Networks: Methodology, Approach and AI-Mechanisms in SNS JU

Autori: Trichias, Konstantinos; Christopoulou, Maria; Porambage, Pawani; Benzaid, Chafika; Vassiliou, Vasos; Artuñedo Guillén, David; Tsolkas, Dimitris; Avgeris, Marios; Papagianni, Chrysa; Jain, Akshay; Kilper, Daniel; Chen, Tao
Pubblicato in: 2025
Editore: SNS JU TB
DOI: 10.5281/ZENODO.14623106

SNS JU - JOURNAL 2025

Autori: NS CO‑OP Consortium Parties
Pubblicato in: 2025
Editore: SNS CO‑OP – SNS Collaborative Operations and Output Optimisation

European Vision for the 6G Network Ecosystem

Autori: Uusitalo, Mikko; Bernardos, Carlos Jesus; Kaloxylos, Alexandros; Bourse, Didier Arnaud; Norp, Toon; Lønsethagen, Håkon; Hecker, Artur; Rugeland, Patrik; Papagianni, Chrysa; Bulakci, Ömer; Li, Xi; Ericson, Mårten; Anton-Haro, Carles; Massod Khorsandi, Bahare; Ramos-Lopez, Aurora; Frascolla, Valerio; Marco, Gramaglia; Gavras, Anastasius; Trichias, Konstantinos
Editore: 6G-IA
DOI: 10.5281/ZENODO.13708425

5G and Beyond 5G Ecosystem Business Modelling

Autori: Hallingby, H.-S., Gavras, A., Mesogiti, I., Bledow, N., Darzanos, G., Frizzell, R., Breuer, H., Rokkas, T., & Fernandez Vega, L.
Pubblicato in: 2023
Editore: ZENODO
DOI: 10.5281/zenodo.7640478

Beyond 5G/6G KPI Measurements

Autori: Dieudonne, M., Wang, H., Mesogiti, I., & Kosmatos, E
Pubblicato in: 2023
Editore: ZENODO
DOI: 10.5281/zenodo.7963247

Towards 6G Architecture: Key Concepts, Challenges, and Building Blocks

Autori: Gramaglia, Marco; Bulakci, Ömer; Li, Xi ; Gavras, Anastasius ;Ericson, Mårten; Kerboeuf, Sylvaine; Larrabeiti, David ; Ghoraishi, Mir;Me
Pubblicato in: 2025
Editore: SNS JU, 6G Architecture WG

Network & Service Management Advancements - Key frameworks and Interfaces towards open, Intelligent and reliable 6G networks

Autori: Tsolkas, Dimitris; Artuñedo Guillen, David; Gavras, Anastasius; Tranoris, Christos; Laki, Sándor; Skarmeta Gómez, Antonio; Barraca, João Paulo; Makropoulos, George; Vilalta, Ricard
Pubblicato in: SNS JU Reliable Software Networks Working Group, 2024
DOI: 10.5281/ZENODO.15011613

Book chapters (1)

Semantic-Enhanced Digital Twin for Industrial Working Environments

Autori: Chao Yang; Qize Guo; Hao Yu; Yan Chen; Tarik Taleb; Kari Tammi
Pubblicato in: Communications in Computer and Information Science ISBN: 9783031785719, 2025
Editore: SPRINGER NATURE
DOI: 10.1007/978-3-031-78572-6_1