SUstainable federatioN of Research Infrastructures for Scaling-up Experimentation in 6G

Livrables

Initial report on joint communication and sensing and Near-Field components

Initial report on joint communication and sensing for RIS and CFmMIMO and Near-Field components for RIS.

Final report on Requirements of the Federation solution, 6G library and experimentation facility

Final report on Requirements of the Federation solution, 6G library and experimentation facility.

Initial report on experimentation and data collection plan and intent-driven management and orchestration

Initial report on experimentation and data collection plan and intent-driven management and orchestration of experimentation infrastructure.

Initial SUNRISE-6G overall architecture

Description of the SUNRISE-6G overall architecture design-Initial

Initial report on secure, unified exposure of testbed resources and Inter-domain Federation and vertical deployment

Initial report on secure, unified exposure of testbed resources via North-South APIs and Inter-domain Federation and vertical deployment via East-West APIs.

Initial report on AI-Driven Decision Engine

Initial report on AI-Driven Decision Engine for intent actuation.

Report on NTN and Open RAN enablers - Initial

Initial Report on inter-PLMN NTN-terrestrial connectivity and ORAN emulator.

Dissemination, Standardization, Exploitation and IPR activities-Interim

Interim report on Dissemination, Standardization, Exploitation and IPR activities.

Testbed interconnection and federation-Initial

Report on the federation and interconnection of testbeds in an E2E facility and 6G Library integration -Initial.

Dissemination Standardization and Exploitation Plans and Material

Report on Dissemination Standardization and Exploitation Plans and Material.

Report on Requirements

Description of Requirements analysis of Use Cases, Federation solution, 6G library and experimentation facility and scenario definition. Use cases definition.

Open SDK testbed federation-R1

SW for the Open SDK testbed federation-Release 1

Publications

White Paper: EUROPEAN VISION FOR THE 6G NETWORK ECOSYSTEM

Auteurs: ISI/ATHENA, IQU, OTE, INFO
Publié dans: 6G-IA Vision Working Group, 2024, ISSN 0000-0001
Éditeur: 6G-IA
DOI: 10.5281/zenodo.13708424

White paper: AI/ML as a KEY ENABLER of 6G NETWORKS: Methodology, Approach and AI-Mechanisms in the SNS JU

Auteurs: Kostas Ramantas (IQU)
Publié dans: SNS JU Technology Board AI/ML Mechanisms in SNS JU, 2025
Éditeur: SNS JU
DOI: 10.5281/ZENODO.14623106

Sustainability in SNS JU Projects - Targets, Methodologies, Trade-offs and Implementation Considerations Towards 6G Systems

Auteurs: Rezaki, Ali, Trichias, Konstantinos, Mesodiakaki, Agapi, Gavras, Anastasius, Aseeva, Anna, Berardinelli, Gilberto, Osman, Hassan, Gutiérrez Terán, Jesús, Petersen, Katrina, Gramaglia, Marco, Katz, Marcos, Bezzi, Margot, Ghoraishi, Mir
Publié dans: WHITE PAPER Sustainability in SNS JU Projects (This white paper (WP) presents a comprehensive analysis of how 27 projects funded by the SNS JU address sustainability in their work on next-generation (6G) communication technologies. The analysis draws on d, Numéro 6GSNS, 2025
Éditeur: 6GSNS
DOI: 10.5281/ZENODO.15555292

6G IA White Paper on Emerging 5G and Beyond Ecosystem Business Models

Auteurs: George Lyberopoulos (OTE)
Publié dans: 6G IA, 2025
Éditeur: 6G IA
DOI: 10.5281/ZENODO.14756404

SNS JU 6G ARCH WG WHITE PAPER

Auteurs: OTE, IQU, I2CAT, NCSRD
Publié dans: SNSJU ArchWG Paper, 2025
Éditeur: SNS JU
DOI: 10.5281/ZENODO.15001377

White paper: 6G KPIS –DEFINITIONS AND TARGET VALUES

Auteurs: Ioanna Mesogiti OTE
Publié dans: SNS JU Test Measurement and Validation WG, 2025
Éditeur: SNS JU
DOI: 10.5281/ZENODO.14621168

SUNRISE-6G AI Federation Framework

Auteurs: Eleni Zarogianni, Vassiliki Parousidou, Vasileios Theodorou
Publié dans: IEEE NFV-SDN, 2025, ISSN 0000-0000
Éditeur: IEEE

Federating UE resources in 6G networks: A crowd-sourced approach

Auteurs: Apostolis K. Salkintzis, Dimitrios Dimopoulos, Nikolaos Petropouleas, Lenovo Research
Publié dans: IEEE CAMAD 2024, 2024, ISSN 0000-0000
Éditeur: IEEE

On the feasibility of RAN scaling for beyond 5G networks: Proactive CU-UP Scaling with ML Demand Forecasting

Auteurs: Dimitris Kefalas, Nikos Makris, Serge Fdida, Thanasis Korakis - SU and UTH
Publié dans: 2025 IEEE 11th International Conference on Network Softwarization (IEEE NetSoft 2025)C), 2025
Éditeur: IEEE

A Novel Open SDK for Federated 6G Testbeds: Enabling Standardised Testbed Capability Exposure

Auteurs: Adrian Pino, Adriana Fernandez-Fernandez, Mohammadreza Mosahebfard, Ferran Canellas, Cesar Cajas Parra
Publié dans: IEEE NFV-SDN, 2025, ISSN 0000-0000
Éditeur: ΙΕΕΕ

Cell-Free Massive MIMO under a Non-Linear Power Amplifier Consumption Model

Auteurs: Robbert Beerten, Vida Ranjbar, Hazem Sallouha, Sofie Pollin (KUL)
Publié dans: IEEE SPAWC 2025 (July 2025), 2025
Éditeur: IEEE
DOI: 10.48550/ARXIV.2506.06799

Unified API Management as enabler for multiple-platform experimentation in 6G era

Auteurs: Anastasios-Stavros Charismaidis; Dimitris Tsolkas; Nikos Passas
Publié dans: IEEE CAMAD 2024, 2024, ISSN 0000-0000
Éditeur: IEEE

A Vision for Multiaccess HTTP in 6G Networks

Auteurs: Apostolis K. Salkintzis (Lenovo Research)
Publié dans: IEEE ICC 2025, 2025
Éditeur: IEEE

Adapt but Do Not Forget: Towards Enhancing Drift Handling in 6G Networks

Auteurs: Mazene Ameur, Bouziane Brik and Adlen Ksentini
Publié dans: IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) 2025, 2025
Éditeur: IEEE

A Business Analysis Framework for 6G Architectures

Auteurs: Alexandros Kostopoulos, Ioannis P. Chochliouros, Christos Verikoukis
Publié dans: 2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 2024
Éditeur: IEEE
DOI: 10.1109/CAMAD62243.2024.10942810

IoT and Edge Computing EU Funded Projects Landscape

Auteurs: ICOM
Publié dans: Alliance for the Internet of Things Innovation (AIOTI), 2025, ISSN 0000-0000
Éditeur: AIOTI

Experimental Integration of Non-5G Capable Devices into 5G Networks via Untrusted WLAN: the UNIF Approach

Auteurs: Apostolis K. Salkintzis
Publié dans: EuCNC & 6G SUMMIT 2025, 2025
Éditeur: IEEE

Dynamic Computational Resource Allocation for Ensuring Stability of Remote Edge-based Controlled Multi-agent Systems

Auteurs: A. S. Seisa, S. Kotpalliwar, S. G. Satpute and G. Nikolakopoulos
Publié dans: 23rd IEEE European Control Conference (ECC), 2025
Éditeur: IEEE

Multi-Connectivity Enhancements for the 6G era

Auteurs: Dimitrios Dimopoulos, Apostolis K. Salkintzis, Lenovo Research
Publié dans: IEEE CAMAD 2024, 2024, ISSN 0000-0000
Éditeur: IEEE

SUNRISE-6G Experimentation Portal: Enabling Seamless Testing Across 6G Platforms

Auteurs: Gianna Avgousti, Marios Sophocleous, Efthymis Serpetzoglou, Konstantinos Chalatsis, Kyriakos Athanasopoulos, Kostas Ramantas, Christos Verikoukis
Publié dans: IEEE NFV-SDN, 2025, ISSN 0000-0000
Éditeur: ΙΕΕΕ

Societal Aspects and Key Values in 6G Networks

Auteurs: A. Kostopoulos, I. Chochliouros, M. Rantopoulos, K. Ramantas, C. Verikoukis
Publié dans: AIAI B5G PINE 2024, 2025
Éditeur: IEEE

Demo: Evaluating Performance of Joint Communication and Sensing with Real-time Resource Allocation

Auteurs: Jialun Kou, Franco Minucci, Achiel Colpaert, Zhuangzhuang Cui, Sofie Pollin
Publié dans: 2025 IEEE 5th International Symposium on Joint Communications &amp; Sensing (JC&amp;S), 2025
Éditeur: IEEE
DOI: 10.1109/JCS64661.2025.10880633

Leveraging Mobile Devices as Dynamic Compute Nodes in Cloud-Native Edge Networks

Auteurs: Apostolis K. Salkintzis, Filippos Balasis, Nikolaos Petropouleas, Dimitrios Dimopoulos
Publié dans: IEEE NFV-SDN, 2025, ISSN 0000-0000
Éditeur: ΙΕΕΕ

Towards a unified and developer-friendly exposure

Auteurs: George Papathanail, Dimitris Laskaratos, Artur Krukowski, Eleni Zarogianni and Vasileios Theodorou
Publié dans: IEEE NFV-SDN, 2025, ISSN 0000-0000
Éditeur: ΙΕΕΕ

The B5G Athens Experimentation Platform

Auteurs: H. Koumaras, D. Fragkos, V. Pitsilis, G. Makropoulos, NCSR DEMOKRITOS, G. Lyberopoulos, E. Theodoropoulou, F. Setaki, I. Mesogiti, D. Diakakis, OTE, N. Gkatzios, C. Fragkos, V. Koumaras, INFOLYSIS P.C.
Publié dans: IEEE CAMAD 2024, 2024, ISSN 0000-0000
Éditeur: IEEE

OTA Characterization of Reconfigurable Intelligent Surface at 5G mmWave Band

Auteurs: Mohammed Ayoub Toubal, Fabian T. Bette, Youssef Nasser, Heinz Mellein, Julien de Rosny, J.B Gros
Publié dans: EuCNC & 6G SUMMIT 2025, 2025
Éditeur: IEEE

Multi-RAT Dual Connectivity Using MPTCP: Bridging Emulation and Real-System Deployments

Auteurs: George Makropoulos, Harilaos Koumaras, Vasilis Pitsilis, Stefanos Plastras, Carlos Guimaraes,
Publié dans: IEEE NFV-SDN, 2025, ISSN 0000-0000
Éditeur: IEEE

Enhancing AI Transparency: XRL-Based Resource Management and RAN Slicing for 6G ORAN Architecture

Auteurs: S.Mhatre, F.Adelantado, K.Ramantas and Ch.Verikoukis
Publié dans: IEEE ICC 2025, 2025, ISSN 0000-0000
Éditeur: IEEE

Asymmetrically Routed Phased Arrays as an Enabler for Analog Directional Encoding

Auteurs: Duccio Delfini, Nuutti Tervo, Muhammad Y. Javed, Marko E. Leinonen, Aarno Pärssinen
Publié dans: 2025 19th European Conference on Antennas and Propagation (EuCAP), 2025
Éditeur: IEEE
DOI: 10.23919/EUCAP63536.2025.11000014

OSS-GPT: An LLM-Powered Intent-Driven Operations Support System for 6G Networks

Auteurs: Abdelkader Mekrache, Adlen Ksentini EURECOM, Christos Verikoukis University of Patras and ISI/ATH
Publié dans: 2025 IEEE 11th International Conference on Network Softwarization (IEEE NetSoft 2025), 2025
Éditeur: 2025 IEEE 11th International Conference on Network Softwarization (IEEE NetSoft 2025)

Quantitative Insight on Asymmetric Beam Patterns

Auteurs: D. Delfini, N. Tervo, M. Y. Javed, M. E. Leinonen and A. Pärssinen (OULU)
Publié dans: IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) 2025, 2025
Éditeur: IEEE

Cloud-Assisted Remote Control for Aerial Robots: From Theory to Proof-of-Concept Implementation

Auteurs: A. S. Seisa, V. N. Sankaranarayanan, G. Damigos, S. G. Satpute and G. Nikolakopoulos
Publié dans: 25th IEEE International Symposium on Cluster, Cloud, and Internet Computing, 2025
Éditeur: IEEE

Towards Reliable Multicast and Broadcast Servicesin 5G and Beyond Cellular Networks:A Comprehensive Evaluation

Auteurs: Alexandros Stoltidis , Kostas Choumas, Thanasis Korakis and Serge Fdida
Publié dans: IEEE Globecom 2025, 2025, ISSN 0000-0000
Éditeur: IEEE

ARGVI: Adaptive Routing, Generation, and Validation of Intents for Intent-Driven Management

Auteurs: Nikos Raptis, Gereziher Adhane, Joao Pedro Fonseca, Kostas Ramantas, Christos Verikoukis
Publié dans: IEEE NFV-SDN, 2025, ISSN 0000-0000
Éditeur: ΙΕΕΕ

DRL-enabled SLO-aware Task Scheduling for Large Language Models in 6G Networks

Auteurs: Abdelkader Mekrache EURECOM, Adlen Ksentini EURECOM, Christos Verikoukis University of Patras and ISI/ATH
Publié dans: IEEE ICC 2025, 2025
Éditeur: IEEE

SliceMon: Slice-aware SLA Monitoring in the Data Plane Using Ensemble Learning and In-band Network Telemetry

Auteurs: Valerio Luconi, Raffaele Bruno
Publié dans: ACM MASCOTS, 2025
Éditeur: IEEE

Unlocking the Path Towards Automation of Tiny Machine Learning for Edge Computing

Auteurs: Georgios Samaras, Marinela Mertiri, Maria-Evgenia Xezonaki, Nikolaos Psaromanolakis, Vasileios Theodorou, Theodoros Bozios
Publié dans: 2024 International Conference on Smart Applications, Communications and Networking (SmartNets), 2024
Éditeur: IEEE
DOI: 10.1109/SmartNets61466.2024.10577687

Dynamic AI-Based UPF Switching: Adapting for Performance/Energy-Efficiency in 5G Networks

Auteurs: Sokratis Christakis, Nikos Makris, Serge Fdida, Thanasis Korakis
Publié dans: IEEE Globecom 2025, 2025, ISSN 0000-0000
Éditeur: IEEE

NTN in 6G: Satellite Emulator as an Enabler for Multi-Connectivity Experiments

Auteurs: N. Gkatzios, C. Fragkos, V. Koumaras, INFOLYSIS P.C.
Publié dans: IEEE CAMAD 2024, 2024, ISSN 0000-0000
Éditeur: IEEE

Enhancing 5G V-RAN Reliability via Reactive CU-UP Scaling

Auteurs: D. Kefalas, N. Makris, S. Fdida and T. Korakis
Publié dans: EuCNC & 6G SUMMIT 2025, 2025
Éditeur: IEEE

Bridging Terrestrial and Satellite Networks: Exploring the Possibilities for 6G TN-NTN Convergence

Auteurs: Carlos Guimarães, José Quevedo, Florian Zeiger, Markus Sauer
Publié dans: IAF Space Communications and Navigation Symposium, 2024
Éditeur: International Astronautical Federation (IAF)
DOI: 10.52202/078363-0055

Experimenting Over a Federated 6G Network Infrastructure: Adaptive 360<sup>○</sup> Video Streaming

Auteurs: Juan Brenes, Andrea Caruso, Pietro G. Giardina, Christian Grasso, Giada Landi, Leonardo Lossi, Giovanni Schembra, Gabriele Scivoletto
Publié dans: 2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 2024
Éditeur: IEEE
DOI: 10.1109/CAMAD62243.2024.10943070

Quantitative Insight on Asymmetric Beam Patterns Based on the Effects of an Additional Spare Antenna

Auteurs: D. Delfini, N. Tervo, M. Y. Javed, M. E. Leinonen and A. Pärssinen (OULU)
Publié dans: PIMRC 2025, 2025, ISSN 0000-0000
Éditeur: IEEE

SUNRISE-6G: Demonstrating 6G Federation Concepts over Distributed Research Infrastructures

Auteurs: Mohammadreza Mosahebfard∗† August Betzler∗, Mario Montagud∗‡, Daniel Camps-Mur∗, Adriana Fern´andez-Fern´andez∗, and Christos Verikoukis
Publié dans: IEEE CAMAD 2024, 2024, ISSN 0000-0000
Éditeur: IEEE

IEEE Transactions on Network Science and Engineering

Auteurs: I.Hameed, Md Rahman, M.Usman, H-K Song, M. Rafid, Ch. Verikoukis
Publié dans: IEEE Transactions on Network Science and Engineering ( Volume: 13), 2025, ISSN 2327-4697
Éditeur: IEEE

Optimizing Access Point Placement Using GNN for Enhancing Indoors UE Localization

Auteurs: Gerasimos Papanikolaou-Ntais, Vasiliki Rentoula, Ilias Alexandropoulos, George Makropoulos, and Harilaos Koumaras
Publié dans: EuCNC & 6G SUMMIT 2025, 2025
Éditeur: IEEE

SAM: Subseries Augmentation-Based Meta-Learning for Generalizing AIOps Models in Multi-Cloud Migration

Auteurs: Xi Yang, Paulito Palmes, Saurabh Jha, Bekir Turkkan, Gerard Vanloo, Frank Bagehorn, Chandra Narayanaswami, Larisa Shwartz, Naoki Abe, Yu Deng, Daby M. Sow
Publié dans: 2024 IEEE 17th International Conference on Cloud Computing (CLOUD), 2024, ISSN 0000-0000
Éditeur: IEEE
DOI: 10.1109/CLOUD62652.2024.00040

Transfer Learning Applied to Deep Reinforcement Learning for 6G Resource Management in Intra-and Inter-Slice RAN-Edge Domains

Auteurs: Suvidha Mhatre, Ferran Adelantado, Kostas Ramantas, Christos Verikoukis
Publié dans: IEEE Transactions on Consumer Electronics, 2025, ISSN 0098-3063
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TCE.2025.3553407

Explainable AI in 6G O-RAN: A Tutorial and Survey on Architecture, Use Cases, Challenges, and Future Research

Auteurs: Bouziane Brik, Hatim Chergui, Lanfranco Zanzi, Francesco Devoti, Adlen Ksentini, Muhammad Shuaib Siddiqui, Xavier Costa-Pèrez, Christos Verikoukis
Publié dans: IEEE Communications Surveys & Tutorials, 2024, ISSN 1553-877X
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/COMST.2024.3510543

Network Federated Ecosystem with Blockchain

Auteurs: Bruno Santos, André Gomes
Publié dans: IEEE Transactions on InnovAction, 2024, ISSN 2975-8467
Éditeur: ALB
DOI: 10.57650/INNOVACTION

Mobile Cell-Free Massive MIMO: A Practical O-RAN-Based Approach

Auteurs: Robbert Beerten, Vida Ranjbar, K Andrea P. Guevara, Sofie Pollin
Publié dans: IEEE Open Journal of the Communications Society, Numéro 6, 2025, ISSN 2644-125X
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/OJCOMS.2024.3523217

5G INSTRUCT Forge: An Advanced Data Engineering Pipeline for making LLMs learn 5G

Auteurs: Azzedine Idir Ait Said, Abdelkader Mekrache, Karim Boutiba, Kostas Ramantas, Adlen Ksentini, Moufida Rahmani
Publié dans: IEEE Transactions on Cognitive Communications and Networking, 2024, ISSN 0000-0000
Éditeur: IEEE
DOI: 10.1109/TCCN.2024.3516055

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