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

Información del proyecto

6G-SANDBOX

Identificador del acuerdo de subvención: 101096328

DOI

10.3030/101096328

Fecha de la firma de la CE 24 Noviembre 2022

Fecha de inicio 1 Enero 2023

Fecha de finalización 30 Junio 2026

Financiado con arreglo a

• Digital, Industry and Space

Coste total

€ 8 549 801,53

Aportación de la UE

€ 8 039 821,26

Coordinado por

KEYSIGHT TECHNOLOGIES BELGIUM
Belgium

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

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.

Publicaciones

Conference proceedings (44)

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

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

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

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

Significance of Extreme Reflection Angles in RIS-Assisted Wireless Networks

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

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

Autores: Somayeh Kianpisheh, Tarik Taleb
Publicado en: GLOBECOM 2024 - 2024 IEEE Global Communications Conference, 2025, ISSN 2576-6813
Editor: IEEE
DOI: 10.1109/GLOBECOM52923.2024.10901445

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

Autores: Z. Sasan, M. Shokrnezhad, S. Khorsandi, and T. Taleb
Publicado en: Proc. IEEE WCNC 2024, 2024, ISSN 1558-2612
Editor: IEEE
DOI: 10.48550/arXiv.2401.06306

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

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

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

Autores: A. Giannopoulos, S. Spantideas, G. Levis, A. Kalafatelis, P. Trakadas
Publicado en: 2024
Editor: IEEE

Multi-Connectivity Enhancements for the 6G Era

Autores: Dimitrios Dimopoulos, Apostolis K. Salkintzis
Publicado en: 2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 2025, ISSN 2378-4873
Editor: 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

Autores: Somayeh Kianpisheh, Tarik Taleb, Jari Iinatti, and JaeSeung Song
Publicado en: IEEE Globecom 2025, 2025
Editor: IEEE

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

Autores: Chalima Dimitra Nassar Kyriakidou, Iakovos Pittaras, Athanasia Maria Papathanasiou, George Xylomenos, George C. Polyzos
Publicado en: 2024
Editor: MIDD4DT ’24: 25th International Middleware Conference
DOI: 10.1145/3702636.3703442

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

Autores: M.K. Motalleb, C. Benzaid, T. Taleb, and V. Shah-Mansouri
Publicado en: Proc. of IEEE Globecom’23, Kuala Lumpur, Malaysia, 2023
Editor: ΙΕΕΕ
DOI: 10.1109/GLOBECOM54140.2023.10437795

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

Autores: N. Gkatzios, H. Koumaras, D. Fragkos, V. Koumaras
Publicado en: Proc. of EuCNC 2024 & 6G SUMMIT, 2024, ISSN 2575-4912
Editor: IEEE
DOI: 10.1109/EuCNC/6GSummit60053.2024.10597020

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

Autores: Barjau, Carlos, Sánchez Roldán, Jaime, Iñesta, Borja, Gomez-Barquero, David. Moreno Escaño, María del Mar
Publicado en: 2025
Editor: IEEE

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

Autores: C. Hou, C Wang, K. Dong, X. Wang, and T. Taleb
Publicado en: Proc. of IEEE Globecom’23, Kuala Lumpur, Malaysia, 2023
Editor: ΙΕΕΕ

Sustainability in 6G Networks: Vision and Directions

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

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

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

5G Network Enhancements to Support Ambient IoT Devices

Autores: Apostolis K. Salkintzis, Dimitrios Dimopoulos
Publicado en: Proc. of IEEE Conference on Standards for Communications and Networking (CSCN) 2023, 2023
Editor: ΙΕΕΕ

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

Autores: Zhao Ming, Kai Dong, and Tarik Taleb
Publicado en: IEEE Globecom 2025
Editor: IEEE

Adaptive Multiple Access and Service Placement for Generative Diffusion Models

Autores: Hamidreza Mazandarani, Mohammad Farhoudi, Masoud Shokrnezhad,Tarik Taleb
Publicado en: IEEE GLOBECOM 2025, 2025
Editor: IEEE

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

Autores: George Agrafiotis, Sarantis Kalafatidis, Konstantinos Giapantzis, Antonios Lalas, Konstantinos Votis
Publicado en: 2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom), 2024
Editor: IEEE
DOI: 10.1109/MEDITCOM61057.2024.10621237

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

Autores: Gabriel G. Machado, Muhammad Ali Babar Abbasi, Adrian D McKernan, Chao Gu, Dmitry Zelenchuk
Publicado en: Proc. of IEEE EuCAP 2024, 2024
Editor: IEEE
DOI: 10.23919/EUCAP60739.2024.10501256

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

Autores: George Makropoulos, Dimitrios Fragkos, Harilaos Koumaras, Nancy Alonistioti, Alexandros Kaloxylos, Foteini Setaki
Publicado en: Proc. of IEEE Conference on Standards for Communications and Networking (CSCN) 2023, 2023
Editor: ΙΕΕΕ

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

Autores: A. Javadpour F. Jaafari, T. Taleb, and C. Benzaid
Publicado en: Proc. of IEEE Globecom’23, Kuala Lumpur, Malaysia, 2023
Editor: ΙΕΕΕ

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

Autores: C. Benzaid, T. Taleb, A. Sami, and O. Hireche
Publicado en: Proc. of IEEE Globecom’23, Kuala Lumpur, Malaysia, 2023
Editor: ΙΕΕΕ

On-demand Trial Networks over 6G-SANDBOX infrastructure

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

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

Autores: Yan Chen, Hao Yu, Qize Guo, Shuyuan Zhao, and Tarik Taleb
Publicado en: Proc. of IEEE ICC 2024, 2024
Editor: IEEE

The B5G Athens Experimentation Platform

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

Deep Learning Based Service Composition in Integrated Aerial-Terrestrial Networks

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

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

Autores: C. Benzaid, F.M. Hossain, T. Taleb, P.M. Gomez, and M. Dieudonné
Publicado en: Proc.of IEEE WCNC 2024, 2024
Editor: IEEE
DOI: 10.1109/WCNC57260.2024.10570951

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

Autores: Zhao Ming, Hao Yu and Tarik Taleb
Publicado en: Proc. IEEE ICC 2024, 2024
Editor: IEEE

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

Autores: Qize Guo, Zhao Ming, Hao Yu, Yan Chen, and Tarik Taleb
Publicado en: Proc. of IEEE ICC 2024, 2024
Editor: IEEE

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

Autores: 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
Publicado en: Proc. of EuCNC 2023 & 6G-SUMMIT, June 2023, 2023
Editor: EuCNC

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

Autores: H. Mazandarani, M. Shokrnezhad, and T. Taleb
Publicado en: Proc. IEEE WCNC 2024, 2024, ISSN 1558-2612
Editor: IEEE
DOI: 10.1109/WCNC57260.2024.10570768

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

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

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

Autores: Samuele Zanini, Luca Petrucci, Ivan Palamà, Giuseppe Bianchi, Stefania Bartoletti
Publicado en: 2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall), 2025
Editor: IEEE
DOI: 10.1109/VTC2024-FALL63153.2024.10757829

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

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

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

Autores: M. Farhoudi, M. Shokrnezhad, and T. Taleb
Publicado en: Proc. of IEEE Globecom’23, Kuala Lumpur, Malaysia, December 2023, 2023
Editor: ΙΕΕΕ
DOI: 10.1109/GLOBECOM54140.2023.10436905

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

Autores: Peiyan Yuan, Yifan Pei, Chenyang Wang, Xiaoyan Zhao, Zhou Liu, Xiaoqiang Zhu, Tarik Taleb
Publicado en: 2025 IEEE International Conference on Web Services (ICWS), 2025
Editor: 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

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

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

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

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

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

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

Autores: Masoud Shokrnezhad, Hamidreza Mazandarani, Tarik Taleb
Publicado en: 2024 IEEE Virtual Conference on Communications (VCC), 2025
Editor: IEEE
DOI: 10.1109/VCC63113.2024.10914440

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

Autores: Alexandropoulos, Ilias; Rentoula, Vasiliki; Fragkos, Dimitrios; Gkatzios, Nikolaos; Koumaras, Harilaos
Publicado en: IEEE CAMAD 2024, 2024
DOI: 10.5281/zenodo.14755731

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

Autores: Masoud Shokrnezhad and Tarik Taleb
Publicado en: Proc. IEEE ICC 2024, 2024
Editor: IEEE

Peer reviewed articles (12)

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

Autores: Oussama El Marai, Sotirios Messinis, Nikolaos Doulamis, Tarik Taleb, Jukka Manner
Publicado en: IEEE Open Journal of Vehicular Technology, Edición 6, 2025, ISSN 2644-1330
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/OJVT.2025.3572405

Deterministic Networking Empowered Robotic Teleoperation

Autores: Chao Yang, Hao Yu, Qize Guo, Tarik Taleb, Jose Costa Requena, Kari Tammi
Publicado en: IEEE Network, Edición 39, 2025, ISSN 0890-8044
Editor: 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

Autores: Hao Yu; Masoud Shokrnezhad; Tarik Taleb; Richard Li; JaeSeung Song
Publicado en: IEEE Network Magazine, Edición Vol. 37, Edición: 4, 2023, ISSN 1558-156X
Editor: IEEE
DOI: 10.1109/MNET.004.2300101

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

Autores: Qize Guo, Yan Chen, Tarik Taleb, Chao Yang
Publicado en: IEEE Internet of Things Magazine, Edición 9, 2026, ISSN 2576-3199
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/MIOT.2025.3615709

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

Autores: Nuria Molner, Luis Rosa, Fulvio Risso, Konstantinos Samdanis, David Artuñedo, Rob Smets, Tarik Taleb, David Gomez-Barquero
Publicado en: IEEE Network, 2025, ISSN 0890-8044
Editor: 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

Autores: Ilias Alexandropoulos, Harilaos Koumaras, Vasiliki Rentoula, Gerasimos Papanikolaou-Ntais, Spyridon Georgoulas, George Makropoulos
Publicado en: Electronics, Edición 14, 2025, ISSN 2079-9292
Editor: MDPI AG
DOI: 10.3390/ELECTRONICS14112285

Verification of a multi-connectivity protocol for Tactile Internet applications

Autores: Delia Rico, María-del-Mar Gallardo, Pedro Merino
Publicado en: Computer Communications, Edición Vol 212, p. 390-406, 2023, ISSN 0140-3664
Editor: 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

Autores: Bader Alali, Dmitry Zelenchuk, Muhammad Ali Babar Abbasi
Publicado en: Journal of Physics D: Applied Physics, Edición 58, 2024, ISSN 0022-3727
Editor: 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

Autores: Chafika Benzaïd, Tarik Taleb; Ashkan Sami; Othmane Hireche
Publicado en: IEEE Transactions on Dependable and Secure Computing, Edición p. 1-18, 2023, ISSN 1941-0018
Editor: IEEE
DOI: 10.1109/TDSC.2023.3318606

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

Autores: Zhao Ming, Hao Yu and Tarik Taleb
Publicado en: IEEE Transaction on Mobile Computing, Edición p.1-17, 2024, ISSN 1536-1233
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TMC.2024.3404125

Towards Robust & Secure Blockchain-based Communications in ITS

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

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

Autores: Delia Rico, Francisco Luque-Schempp, Pedro Merino
Publicado en: IEEE Network, 2025, ISSN 0890-8044
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/MNET.2025.3583261

Other (9)

THIRD PARTY EXPERIMENTATION: Engagement process and technical information

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

6G KPIs - Definitions and Target Values

Autores: 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
Publicado en: 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

Autores: 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
Publicado en: 2025
Editor: SNS JU TB
DOI: 10.5281/ZENODO.14623106

SNS JU - JOURNAL 2025

Autores: NS CO‑OP Consortium Parties
Publicado en: 2025
Editor: SNS CO‑OP – SNS Collaborative Operations and Output Optimisation

European Vision for the 6G Network Ecosystem

Autores: 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
Editor: 6G-IA
DOI: 10.5281/ZENODO.13708425

5G and Beyond 5G Ecosystem Business Modelling

Autores: Hallingby, H.-S., Gavras, A., Mesogiti, I., Bledow, N., Darzanos, G., Frizzell, R., Breuer, H., Rokkas, T., & Fernandez Vega, L.
Publicado en: 2023
Editor: ZENODO
DOI: 10.5281/zenodo.7640478

Beyond 5G/6G KPI Measurements

Autores: Dieudonne, M., Wang, H., Mesogiti, I., & Kosmatos, E
Publicado en: 2023
Editor: ZENODO
DOI: 10.5281/zenodo.7963247

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

Autores: Gramaglia, Marco; Bulakci, Ömer; Li, Xi ; Gavras, Anastasius ;Ericson, Mårten; Kerboeuf, Sylvaine; Larrabeiti, David ; Ghoraishi, Mir;Me
Publicado en: 2025
Editor: SNS JU, 6G Architecture WG

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

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

Book chapters (1)

Semantic-Enhanced Digital Twin for Industrial Working Environments

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