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

Informations projet

6G-SANDBOX

N° de convention de subvention: 101096328

DOI

10.3030/101096328

Date de signature de la CE 24 Novembre 2022

Date de début 1 Janvier 2023

Date de fin 30 Juin 2026

Financé au titre de

• Digital, Industry and Space

Coût total

€ 8 549 801,53

Contribution de l’UE

€ 8 039 821,26

Coordonné par

KEYSIGHT TECHNOLOGIES BELGIUM
Belgium

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

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.

Publications

Conference proceedings (44)

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

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

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

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

Significance of Extreme Reflection Angles in RIS-Assisted Wireless Networks

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

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

Auteurs: Somayeh Kianpisheh, Tarik Taleb
Publié dans: GLOBECOM 2024 - 2024 IEEE Global Communications Conference, 2025, ISSN 2576-6813
Éditeur: IEEE
DOI: 10.1109/GLOBECOM52923.2024.10901445

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

Auteurs: Z. Sasan, M. Shokrnezhad, S. Khorsandi, and T. Taleb
Publié dans: Proc. IEEE WCNC 2024, 2024, ISSN 1558-2612
Éditeur: IEEE
DOI: 10.48550/arXiv.2401.06306

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

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

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

Auteurs: A. Giannopoulos, S. Spantideas, G. Levis, A. Kalafatelis, P. Trakadas
Publié dans: 2024
Éditeur: IEEE

Multi-Connectivity Enhancements for the 6G Era

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

Auteurs: Somayeh Kianpisheh, Tarik Taleb, Jari Iinatti, and JaeSeung Song
Publié dans: IEEE Globecom 2025, 2025
Éditeur: IEEE

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

Auteurs: Chalima Dimitra Nassar Kyriakidou, Iakovos Pittaras, Athanasia Maria Papathanasiou, George Xylomenos, George C. Polyzos
Publié dans: 2024
Éditeur: MIDD4DT ’24: 25th International Middleware Conference
DOI: 10.1145/3702636.3703442

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

Auteurs: M.K. Motalleb, C. Benzaid, T. Taleb, and V. Shah-Mansouri
Publié dans: Proc. of IEEE Globecom’23, Kuala Lumpur, Malaysia, 2023
Éditeur: ΙΕΕΕ
DOI: 10.1109/GLOBECOM54140.2023.10437795

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

Auteurs: N. Gkatzios, H. Koumaras, D. Fragkos, V. Koumaras
Publié dans: Proc. of EuCNC 2024 & 6G SUMMIT, 2024, ISSN 2575-4912
Éditeur: IEEE
DOI: 10.1109/EuCNC/6GSummit60053.2024.10597020

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

Auteurs: Barjau, Carlos, Sánchez Roldán, Jaime, Iñesta, Borja, Gomez-Barquero, David. Moreno Escaño, María del Mar
Publié dans: 2025
Éditeur: IEEE

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

Auteurs: C. Hou, C Wang, K. Dong, X. Wang, and T. Taleb
Publié dans: Proc. of IEEE Globecom’23, Kuala Lumpur, Malaysia, 2023
Éditeur: ΙΕΕΕ

Sustainability in 6G Networks: Vision and Directions

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

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

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

5G Network Enhancements to Support Ambient IoT Devices

Auteurs: Apostolis K. Salkintzis, Dimitrios Dimopoulos
Publié dans: Proc. of IEEE Conference on Standards for Communications and Networking (CSCN) 2023, 2023
Éditeur: ΙΕΕΕ

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

Auteurs: Zhao Ming, Kai Dong, and Tarik Taleb
Publié dans: IEEE Globecom 2025
Éditeur: IEEE

Adaptive Multiple Access and Service Placement for Generative Diffusion Models

Auteurs: Hamidreza Mazandarani, Mohammad Farhoudi, Masoud Shokrnezhad,Tarik Taleb
Publié dans: IEEE GLOBECOM 2025, 2025
Éditeur: IEEE

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

Auteurs: George Agrafiotis, Sarantis Kalafatidis, Konstantinos Giapantzis, Antonios Lalas, Konstantinos Votis
Publié dans: 2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom), 2024
Éditeur: IEEE
DOI: 10.1109/MEDITCOM61057.2024.10621237

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

Auteurs: Gabriel G. Machado, Muhammad Ali Babar Abbasi, Adrian D McKernan, Chao Gu, Dmitry Zelenchuk
Publié dans: Proc. of IEEE EuCAP 2024, 2024
Éditeur: IEEE
DOI: 10.23919/EUCAP60739.2024.10501256

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

Auteurs: George Makropoulos, Dimitrios Fragkos, Harilaos Koumaras, Nancy Alonistioti, Alexandros Kaloxylos, Foteini Setaki
Publié dans: Proc. of IEEE Conference on Standards for Communications and Networking (CSCN) 2023, 2023
Éditeur: ΙΕΕΕ

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

Auteurs: A. Javadpour F. Jaafari, T. Taleb, and C. Benzaid
Publié dans: Proc. of IEEE Globecom’23, Kuala Lumpur, Malaysia, 2023
Éditeur: ΙΕΕΕ

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

Auteurs: C. Benzaid, T. Taleb, A. Sami, and O. Hireche
Publié dans: Proc. of IEEE Globecom’23, Kuala Lumpur, Malaysia, 2023
Éditeur: ΙΕΕΕ

On-demand Trial Networks over 6G-SANDBOX infrastructure

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

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

Auteurs: Yan Chen, Hao Yu, Qize Guo, Shuyuan Zhao, and Tarik Taleb
Publié dans: Proc. of IEEE ICC 2024, 2024
Éditeur: IEEE

The B5G Athens Experimentation Platform

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

Deep Learning Based Service Composition in Integrated Aerial-Terrestrial Networks

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

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

Auteurs: C. Benzaid, F.M. Hossain, T. Taleb, P.M. Gomez, and M. Dieudonné
Publié dans: Proc.of IEEE WCNC 2024, 2024
Éditeur: IEEE
DOI: 10.1109/WCNC57260.2024.10570951

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

Auteurs: Zhao Ming, Hao Yu and Tarik Taleb
Publié dans: Proc. IEEE ICC 2024, 2024
Éditeur: IEEE

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

Auteurs: Qize Guo, Zhao Ming, Hao Yu, Yan Chen, and Tarik Taleb
Publié dans: Proc. of IEEE ICC 2024, 2024
Éditeur: IEEE

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

Auteurs: 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
Publié dans: Proc. of EuCNC 2023 & 6G-SUMMIT, June 2023, 2023
Éditeur: EuCNC

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

Auteurs: H. Mazandarani, M. Shokrnezhad, and T. Taleb
Publié dans: Proc. IEEE WCNC 2024, 2024, ISSN 1558-2612
Éditeur: IEEE
DOI: 10.1109/WCNC57260.2024.10570768

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

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

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

Auteurs: Samuele Zanini, Luca Petrucci, Ivan Palamà, Giuseppe Bianchi, Stefania Bartoletti
Publié dans: 2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall), 2025
Éditeur: IEEE
DOI: 10.1109/VTC2024-FALL63153.2024.10757829

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

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

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

Auteurs: M. Farhoudi, M. Shokrnezhad, and T. Taleb
Publié dans: Proc. of IEEE Globecom’23, Kuala Lumpur, Malaysia, December 2023, 2023
Éditeur: ΙΕΕΕ
DOI: 10.1109/GLOBECOM54140.2023.10436905

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

Auteurs: Peiyan Yuan, Yifan Pei, Chenyang Wang, Xiaoyan Zhao, Zhou Liu, Xiaoqiang Zhu, Tarik Taleb
Publié dans: 2025 IEEE International Conference on Web Services (ICWS), 2025
Éditeur: 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

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

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

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

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

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

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

Auteurs: Masoud Shokrnezhad, Hamidreza Mazandarani, Tarik Taleb
Publié dans: 2024 IEEE Virtual Conference on Communications (VCC), 2025
Éditeur: IEEE
DOI: 10.1109/VCC63113.2024.10914440

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

Auteurs: Alexandropoulos, Ilias; Rentoula, Vasiliki; Fragkos, Dimitrios; Gkatzios, Nikolaos; Koumaras, Harilaos
Publié dans: IEEE CAMAD 2024, 2024
DOI: 10.5281/zenodo.14755731

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

Auteurs: Masoud Shokrnezhad and Tarik Taleb
Publié dans: Proc. IEEE ICC 2024, 2024
Éditeur: IEEE

Peer reviewed articles (12)

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

Auteurs: Oussama El Marai, Sotirios Messinis, Nikolaos Doulamis, Tarik Taleb, Jukka Manner
Publié dans: IEEE Open Journal of Vehicular Technology, Numéro 6, 2025, ISSN 2644-1330
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/OJVT.2025.3572405

Deterministic Networking Empowered Robotic Teleoperation

Auteurs: Chao Yang, Hao Yu, Qize Guo, Tarik Taleb, Jose Costa Requena, Kari Tammi
Publié dans: IEEE Network, Numéro 39, 2025, ISSN 0890-8044
Éditeur: 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

Auteurs: Hao Yu; Masoud Shokrnezhad; Tarik Taleb; Richard Li; JaeSeung Song
Publié dans: IEEE Network Magazine, Numéro Vol. 37, Numéro: 4, 2023, ISSN 1558-156X
Éditeur: IEEE
DOI: 10.1109/MNET.004.2300101

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

Auteurs: Qize Guo, Yan Chen, Tarik Taleb, Chao Yang
Publié dans: IEEE Internet of Things Magazine, Numéro 9, 2026, ISSN 2576-3199
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/MIOT.2025.3615709

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

Auteurs: Nuria Molner, Luis Rosa, Fulvio Risso, Konstantinos Samdanis, David Artuñedo, Rob Smets, Tarik Taleb, David Gomez-Barquero
Publié dans: IEEE Network, 2025, ISSN 0890-8044
Éditeur: 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

Auteurs: Ilias Alexandropoulos, Harilaos Koumaras, Vasiliki Rentoula, Gerasimos Papanikolaou-Ntais, Spyridon Georgoulas, George Makropoulos
Publié dans: Electronics, Numéro 14, 2025, ISSN 2079-9292
Éditeur: MDPI AG
DOI: 10.3390/ELECTRONICS14112285

Verification of a multi-connectivity protocol for Tactile Internet applications

Auteurs: Delia Rico, María-del-Mar Gallardo, Pedro Merino
Publié dans: Computer Communications, Numéro Vol 212, p. 390-406, 2023, ISSN 0140-3664
Éditeur: 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

Auteurs: Bader Alali, Dmitry Zelenchuk, Muhammad Ali Babar Abbasi
Publié dans: Journal of Physics D: Applied Physics, Numéro 58, 2024, ISSN 0022-3727
Éditeur: 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

Auteurs: Chafika Benzaïd, Tarik Taleb; Ashkan Sami; Othmane Hireche
Publié dans: IEEE Transactions on Dependable and Secure Computing, Numéro p. 1-18, 2023, ISSN 1941-0018
Éditeur: IEEE
DOI: 10.1109/TDSC.2023.3318606

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

Auteurs: Zhao Ming, Hao Yu and Tarik Taleb
Publié dans: IEEE Transaction on Mobile Computing, Numéro p.1-17, 2024, ISSN 1536-1233
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TMC.2024.3404125

Towards Robust & Secure Blockchain-based Communications in ITS

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

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

Auteurs: Delia Rico, Francisco Luque-Schempp, Pedro Merino
Publié dans: IEEE Network, 2025, ISSN 0890-8044
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/MNET.2025.3583261

Other (9)

THIRD PARTY EXPERIMENTATION: Engagement process and technical information

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

6G KPIs - Definitions and Target Values

Auteurs: 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
Publié dans: 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

Auteurs: 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
Publié dans: 2025
Éditeur: SNS JU TB
DOI: 10.5281/ZENODO.14623106

SNS JU - JOURNAL 2025

Auteurs: NS CO‑OP Consortium Parties
Publié dans: 2025
Éditeur: SNS CO‑OP – SNS Collaborative Operations and Output Optimisation

European Vision for the 6G Network Ecosystem

Auteurs: 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
Éditeur: 6G-IA
DOI: 10.5281/ZENODO.13708425

5G and Beyond 5G Ecosystem Business Modelling

Auteurs: Hallingby, H.-S., Gavras, A., Mesogiti, I., Bledow, N., Darzanos, G., Frizzell, R., Breuer, H., Rokkas, T., & Fernandez Vega, L.
Publié dans: 2023
Éditeur: ZENODO
DOI: 10.5281/zenodo.7640478

Beyond 5G/6G KPI Measurements

Auteurs: Dieudonne, M., Wang, H., Mesogiti, I., & Kosmatos, E
Publié dans: 2023
Éditeur: ZENODO
DOI: 10.5281/zenodo.7963247

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

Auteurs: Gramaglia, Marco; Bulakci, Ömer; Li, Xi ; Gavras, Anastasius ;Ericson, Mårten; Kerboeuf, Sylvaine; Larrabeiti, David ; Ghoraishi, Mir;Me
Publié dans: 2025
Éditeur: SNS JU, 6G Architecture WG

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

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

Book chapters (1)

Semantic-Enhanced Digital Twin for Industrial Working Environments

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