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

Deliverables

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

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

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

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

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

Significance of Extreme Reflection Angles in RIS-Assisted Wireless Networks

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

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

Author(s): Somayeh Kianpisheh, Tarik Taleb
Published in: GLOBECOM 2024 - 2024 IEEE Global Communications Conference, 2025, ISSN 2576-6813
Publisher: IEEE
DOI: 10.1109/GLOBECOM52923.2024.10901445

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

Author(s): Z. Sasan, M. Shokrnezhad, S. Khorsandi, and T. Taleb
Published in: Proc. IEEE WCNC 2024, 2024, ISSN 1558-2612
Publisher: IEEE
DOI: 10.48550/arXiv.2401.06306

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

Author(s): Makropoulos, George; Manolopoulos, Ioannis; Koumaras, Harilaos; Lyberopoulos, George; Setaki, Foteini; Theodoropoulou, Eleni; Mesogiti, Ioanna
Published 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

Author(s): A. Giannopoulos, S. Spantideas, G. Levis, A. Kalafatelis, P. Trakadas
Published in: 2024
Publisher: IEEE

Multi-Connectivity Enhancements for the 6G Era

Author(s): Dimitrios Dimopoulos, Apostolis K. Salkintzis
Published in: 2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 2025, ISSN 2378-4873
Publisher: 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

Author(s): Somayeh Kianpisheh, Tarik Taleb, Jari Iinatti, and JaeSeung Song
Published in: IEEE Globecom 2025, 2025
Publisher: IEEE

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

Author(s): Chalima Dimitra Nassar Kyriakidou, Iakovos Pittaras, Athanasia Maria Papathanasiou, George Xylomenos, George C. Polyzos
Published in: 2024
Publisher: MIDD4DT ’24: 25th International Middleware Conference
DOI: 10.1145/3702636.3703442

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

Author(s): M.K. Motalleb, C. Benzaid, T. Taleb, and V. Shah-Mansouri
Published in: Proc. of IEEE Globecom’23, Kuala Lumpur, Malaysia, 2023
Publisher: ΙΕΕΕ
DOI: 10.1109/GLOBECOM54140.2023.10437795

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

Author(s): N. Gkatzios, H. Koumaras, D. Fragkos, V. Koumaras
Published in: Proc. of EuCNC 2024 & 6G SUMMIT, 2024, ISSN 2575-4912
Publisher: IEEE
DOI: 10.1109/EuCNC/6GSummit60053.2024.10597020

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

Author(s): Barjau, Carlos, Sánchez Roldán, Jaime, Iñesta, Borja, Gomez-Barquero, David. Moreno Escaño, María del Mar
Published in: 2025
Publisher: IEEE

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

Author(s): C. Hou, C Wang, K. Dong, X. Wang, and T. Taleb
Published in: Proc. of IEEE Globecom’23, Kuala Lumpur, Malaysia, 2023
Publisher: ΙΕΕΕ

Sustainability in 6G Networks: Vision and Directions

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

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

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

5G Network Enhancements to Support Ambient IoT Devices

Author(s): Apostolis K. Salkintzis, Dimitrios Dimopoulos
Published in: Proc. of IEEE Conference on Standards for Communications and Networking (CSCN) 2023, 2023
Publisher: ΙΕΕΕ

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

Author(s): Zhao Ming, Kai Dong, and Tarik Taleb
Published in: IEEE Globecom 2025
Publisher: IEEE

Adaptive Multiple Access and Service Placement for Generative Diffusion Models

Author(s): Hamidreza Mazandarani, Mohammad Farhoudi, Masoud Shokrnezhad,Tarik Taleb
Published in: IEEE GLOBECOM 2025, 2025
Publisher: IEEE

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

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

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

Author(s): Gabriel G. Machado, Muhammad Ali Babar Abbasi, Adrian D McKernan, Chao Gu, Dmitry Zelenchuk
Published in: Proc. of IEEE EuCAP 2024, 2024
Publisher: IEEE
DOI: 10.23919/EUCAP60739.2024.10501256

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

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

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

Author(s): A. Javadpour F. Jaafari, T. Taleb, and C. Benzaid
Published in: Proc. of IEEE Globecom’23, Kuala Lumpur, Malaysia, 2023
Publisher: ΙΕΕΕ

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

Author(s): C. Benzaid, T. Taleb, A. Sami, and O. Hireche
Published in: Proc. of IEEE Globecom’23, Kuala Lumpur, Malaysia, 2023
Publisher: ΙΕΕΕ

On-demand Trial Networks over 6G-SANDBOX infrastructure

Author(s): Pedro Merino-Gomez, Bruno Garcia, Carlos Andreo, David Artuñedo, Jesus Macias
Published in: Proc. of EuCNC 2024 & 6G SUMMIT, 2024, ISSN 2575-4912
Publisher: IEEE
DOI: 10.1109/EuCNC/6GSummit60053.2024.10597112

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

Author(s): Yan Chen, Hao Yu, Qize Guo, Shuyuan Zhao, and Tarik Taleb
Published in: Proc. of IEEE ICC 2024, 2024
Publisher: IEEE

The B5G Athens Experimentation Platform

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

Deep Learning Based Service Composition in Integrated Aerial-Terrestrial Networks

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

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

Author(s): C. Benzaid, F.M. Hossain, T. Taleb, P.M. Gomez, and M. Dieudonné
Published in: Proc.of IEEE WCNC 2024, 2024
Publisher: IEEE
DOI: 10.1109/WCNC57260.2024.10570951

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

Author(s): Zhao Ming, Hao Yu and Tarik Taleb
Published in: Proc. IEEE ICC 2024, 2024
Publisher: IEEE

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

Author(s): Qize Guo, Zhao Ming, Hao Yu, Yan Chen, and Tarik Taleb
Published in: Proc. of IEEE ICC 2024, 2024
Publisher: IEEE

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

Author(s): 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
Published in: Proc. of EuCNC 2023 & 6G-SUMMIT, June 2023, 2023
Publisher: EuCNC

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

Author(s): H. Mazandarani, M. Shokrnezhad, and T. Taleb
Published in: Proc. IEEE WCNC 2024, 2024, ISSN 1558-2612
Publisher: IEEE
DOI: 10.1109/WCNC57260.2024.10570768

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

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

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

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

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

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

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

Author(s): M. Farhoudi, M. Shokrnezhad, and T. Taleb
Published in: Proc. of IEEE Globecom’23, Kuala Lumpur, Malaysia, December 2023, 2023
Publisher: ΙΕΕΕ
DOI: 10.1109/GLOBECOM54140.2023.10436905

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

Author(s): Peiyan Yuan, Yifan Pei, Chenyang Wang, Xiaoyan Zhao, Zhou Liu, Xiaoqiang Zhu, Tarik Taleb
Published in: 2025 IEEE International Conference on Web Services (ICWS), 2025
Publisher: 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

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

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

Author(s): Simon Rommel, Piotr Kulesza, Adam Flizikowski, Abhinav Kumar, Md Munjure Mowla, Sean Ahearne, Bruno Cimoli, Idelfonso Tafur Monroy
Published in: GLOBECOM 2024 - 2024 IEEE Global Communications Conference, 2025
Publisher: IEEE
DOI: 10.1109/GLOBECOM52923.2024.10901121

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

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

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

Author(s): Masoud Shokrnezhad, Hamidreza Mazandarani, Tarik Taleb
Published in: 2024 IEEE Virtual Conference on Communications (VCC), 2025
Publisher: IEEE
DOI: 10.1109/VCC63113.2024.10914440

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

Author(s): Alexandropoulos, Ilias; Rentoula, Vasiliki; Fragkos, Dimitrios; Gkatzios, Nikolaos; Koumaras, Harilaos
Published in: IEEE CAMAD 2024, 2024
DOI: 10.5281/zenodo.14755731

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

Author(s): Masoud Shokrnezhad and Tarik Taleb
Published in: Proc. IEEE ICC 2024, 2024
Publisher: IEEE

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

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

Deterministic Networking Empowered Robotic Teleoperation

Author(s): Chao Yang, Hao Yu, Qize Guo, Tarik Taleb, Jose Costa Requena, Kari Tammi
Published in: IEEE Network, Issue 39, 2025, ISSN 0890-8044
Publisher: 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

Author(s): Hao Yu; Masoud Shokrnezhad; Tarik Taleb; Richard Li; JaeSeung Song
Published in: IEEE Network Magazine, Issue Vol. 37, Issue: 4, 2023, ISSN 1558-156X
Publisher: IEEE
DOI: 10.1109/MNET.004.2300101

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

Author(s): Qize Guo, Yan Chen, Tarik Taleb, Chao Yang
Published in: IEEE Internet of Things Magazine, Issue 9, 2026, ISSN 2576-3199
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/MIOT.2025.3615709

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

Author(s): Nuria Molner, Luis Rosa, Fulvio Risso, Konstantinos Samdanis, David Artuñedo, Rob Smets, Tarik Taleb, David Gomez-Barquero
Published in: IEEE Network, 2025, ISSN 0890-8044
Publisher: 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

Author(s): Ilias Alexandropoulos, Harilaos Koumaras, Vasiliki Rentoula, Gerasimos Papanikolaou-Ntais, Spyridon Georgoulas, George Makropoulos
Published in: Electronics, Issue 14, 2025, ISSN 2079-9292
Publisher: MDPI AG
DOI: 10.3390/ELECTRONICS14112285

Verification of a multi-connectivity protocol for Tactile Internet applications

Author(s): Delia Rico, María-del-Mar Gallardo, Pedro Merino
Published in: Computer Communications, Issue Vol 212, p. 390-406, 2023, ISSN 0140-3664
Publisher: 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

Author(s): Bader Alali, Dmitry Zelenchuk, Muhammad Ali Babar Abbasi
Published in: Journal of Physics D: Applied Physics, Issue 58, 2024, ISSN 0022-3727
Publisher: 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

Author(s): Chafika Benzaïd, Tarik Taleb; Ashkan Sami; Othmane Hireche
Published in: IEEE Transactions on Dependable and Secure Computing, Issue p. 1-18, 2023, ISSN 1941-0018
Publisher: IEEE
DOI: 10.1109/TDSC.2023.3318606

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

Author(s): Zhao Ming, Hao Yu and Tarik Taleb
Published in: IEEE Transaction on Mobile Computing, Issue p.1-17, 2024, ISSN 1536-1233
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TMC.2024.3404125

Towards Robust & Secure Blockchain-based Communications in ITS

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

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

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

THIRD PARTY EXPERIMENTATION: Engagement process and technical information

Author(s): Tsolkas, Dimitrios; Merino, Pedro; Dieudonne, Michael
Publisher: 6G-SANDBOX Project
DOI: 10.5281/ZENODO.13594165

6G KPIs - Definitions and Target Values

Author(s): 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
Published 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

Author(s): 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
Published in: 2025
Publisher: SNS JU TB
DOI: 10.5281/ZENODO.14623106

SNS JU - JOURNAL 2025

Author(s): NS CO‑OP Consortium Parties
Published in: 2025
Publisher: SNS CO‑OP – SNS Collaborative Operations and Output Optimisation

European Vision for the 6G Network Ecosystem

Author(s): 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
Publisher: 6G-IA
DOI: 10.5281/ZENODO.13708425

5G and Beyond 5G Ecosystem Business Modelling

Author(s): Hallingby, H.-S., Gavras, A., Mesogiti, I., Bledow, N., Darzanos, G., Frizzell, R., Breuer, H., Rokkas, T., & Fernandez Vega, L.
Published in: 2023
Publisher: ZENODO
DOI: 10.5281/zenodo.7640478

Beyond 5G/6G KPI Measurements

Author(s): Dieudonne, M., Wang, H., Mesogiti, I., & Kosmatos, E
Published in: 2023
Publisher: ZENODO
DOI: 10.5281/zenodo.7963247

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

Author(s): Gramaglia, Marco; Bulakci, Ömer; Li, Xi ; Gavras, Anastasius ;Ericson, Mårten; Kerboeuf, Sylvaine; Larrabeiti, David ; Ghoraishi, Mir;Me
Published in: 2025
Publisher: SNS JU, 6G Architecture WG

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

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

Deliverables

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