Service-oriented 6G network architecture for distributed, intelligent, and sustainable cloud-native communication systems

Projektinformationen

6G-CLOUD

ID Finanzhilfevereinbarung: 101139073

DOI

10.3030/101139073

EK-Unterschriftsdatum 8 Dezember 2023

Startdatum 1 Januar 2024

Enddatum 30 Juni 2026

Finanziert unter

• Digital, Industry and Space

Gesamtkosten

€ 4 261 968,75

EU-Beitrag

€ 3 999 938,38

Koordiniert durch

TEKNOLOGIAN TUTKIMUSKESKUS VTT OY
Finland

CORDIS bietet Links zu öffentlichen Ergebnissen und Veröffentlichungen von HORIZONT-Projekten.

Links zu Ergebnissen und Veröffentlichungen von RP7-Projekten sowie Links zu einigen Typen spezifischer Ergebnisse wie Datensätzen und Software werden dynamisch von OpenAIRE abgerufen.

Leistungen

Documents, reports (4)

Initial results on cloud continuum framework and resource orchestration framework

The first design of the cloud continuum framework and continuum management and orchestration framework, with basic functionalities in the building blocks, interfaces, and resource partition mechanisms.

Prototype plan and evaluation methodology

Describe the prototype development plan for three PoCs and define the evaluation methods and criteria as a reference for further PoC evaluation and architecture analysis.

Initial results on NS composition, distributed AI/ML model, and NDT

This report includes the first results regarding service-oriented design (including NetApps), interfaces, and mechanisms for UE-RAN-Core NFs integration, the first set of distributed AI/ML models for RAN NFs, and the use of NDT in an AI/ML framework for RAN control.

Dissemination and Communication Strategy and Plan

Provide the dissemination and communication foundation, including the strategic guidance to direct 6G-Cloud community building activities for broad and durable impact.

Veröffentlichungen

Other (2)

Data-Driven Orchestration for Distributed RAN Intelligent Controller Placement in 6G Networks

Autoren: E. Nezhad, A. Di Maio, T. Braun
Veröffentlicht in: ACM SAC 2025, 2025
Herausgeber: ACM

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

Autoren: 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
Veröffentlicht in: 2025
Herausgeber: SNS-JU
DOI: 10.5281/ZENODO.14623109

Conference proceedings (13)

Design and Evaluation of a Network Digital Twin Framework for 5G/6G Architectures

Autoren: Ioannis Vasalos, Maria Christopoulou, Averkios Vasalos, Michail Alexandros Kourtis, Nikos Dimitriou, George Xylouris
Veröffentlicht in: 2025 21st International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2025
Herausgeber: IEEE
DOI: 10.1109/DCOSS-IOT65416.2025.00139

Data-Driven Orchestration for Distributed RAN Intelligent Controller Placement in 6G Networks

Autoren: Elham Hasheminezhad, Antonio Di Maio, Torsten Braun
Veröffentlicht in: Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, 2025
Herausgeber: ACM
DOI: 10.1145/3672608.3707972

Automated End-To-End AI/ML Lifecycles for Radio Management in 6G Networks

Autoren: Haya Al Kassir, Anastasios Giannopoulos, Sotirios Spantideas, Panagiotis Trakadas, George Xylouris, Michail-Alexandros Kourtis, Emmanouil Pateromichelakis, Konstantinos Samdanis, Sławomir Kukliński, Tao Chen, Zaharias D. Zaharis
Veröffentlicht in: 2024 IEEE Future Networks World Forum (FNWF), 2025
Herausgeber: IEEE
DOI: 10.1109/FNWF63303.2024.11028818

Ambiguity Resolution of Two Conformal Leaky-Wave Antennas via Deep Learning

Autoren: A. Gil-Martínez, J. Perez-Valero, J. A. López-Pastor, J. L. Gómez-Tornero, A. Skarmeta-Gómez
Veröffentlicht in: 2025 International Conference on Indoor Positioning and Indoor Navigation (IPIN), 2025
Herausgeber: IEEE
DOI: 10.1109/IPIN66788.2025.11213126

Load Balancing Optimization in Software-Defined Wide Area Networking (SD-WAN) using Deep Reinforcement Learning

Autoren: Mohamed Amine Ouamri, Gordana Barb, Daljeet Singh, Florin Alexa
Veröffentlicht in: 2022 International Symposium on Electronics and Telecommunications (ISETC), 2024
Herausgeber: IEEE
DOI: 10.1109/ISETC56213.2022.10010335

A Native Integration of Digital Twins and the AI/ML Framework in the 6G Architecture

Autoren: Sławomir Kukliński, Gines Garcia-Aviles, Nikos Dimitriou, Maria Christopoulou, Antonio Skarmeta, Bartłomiej Mastej
Veröffentlicht in: 2024 IEEE Future Networks World Forum (FNWF), 2025
Herausgeber: IEEE
DOI: 10.1109/FNWF63303.2024.11028777

Deep Reinforcement Learning for Context-Aware Online Service Function Chain Deployment and Migration over 6G Networks

Autoren: Solomon Fikadie Wassie, Antonio Di Maio, Torsten Braun
Veröffentlicht in: Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, 2025
Herausgeber: ACM
DOI: 10.1145/3672608.3707975

AI-Driven Self-Healing in Cloud-Native 6G Networks Through Dynamic Server Scaling

Autoren: Anastasios Giannopoulos, Sotirios Spantideas, Panagiotis Trakadas, Jesus Perez-Valero, Ginés Garcia-Aviles, Antonio Skarmeta Gomez
Veröffentlicht in: 2025 IEEE 11th International Conference on Network Softwarization (NetSoft), 2025
Herausgeber: IEEE
DOI: 10.1109/NETSOFT64993.2025.11080631

Multi-criteria Optimization Algorithms specially tailored for Programmable Networks with Quality Management

Autoren: Stanisław Kozdrowski, Wojciech Makos, Zbigniew Kopertowski, Sławomir Sujecki
Veröffentlicht in: Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2025
Herausgeber: ACM
DOI: 10.1145/3712255.3726768

DERRIC: Decentralized Reinforced RAN Intelligent Controller Orchestration for 6G Networks

Autoren: Elham Hashemi Nezhad, Antonio Di Maio, Torsten Braun
Veröffentlicht in: 2025 IEEE Wireless Communications and Networking Conference (WCNC), 2025
Herausgeber: IEEE
DOI: 10.1109/WCNC61545.2025.10978840

Rethinking AI-Powered Service Orchestration: The Case for Decentralization

Autoren: Jesus Perez-Valero, Gines Garcia-Aviles, Anastasios E. Giannopoulos, Sotirios T. Spantideas, Antonio Skarmeta, Sławomir Kukliński
Veröffentlicht in: 2025 IEEE 11th International Conference on Network Softwarization (NetSoft), 2025
Herausgeber: IEEE
DOI: 10.1109/NETSOFT64993.2025.11080596

Reinforced Fairness-Aware Multi-Agent Self-Organization for 6G Radio Access Network Orchestration

Autoren: Elham Hashemi Nezhad, Antonio Di Maio, Torsten Braun
Veröffentlicht in: 2025 IEEE 50th Conference on Local Computer Networks (LCN), 2025
Herausgeber: IEEE
DOI: 10.1109/LCN65610.2025.11146320

The Architecture of AI and Communication Integration towards 6G: An O-RAN Evolution

Autoren: Z Li, Q Wang, Y Wang, T Chen
Veröffentlicht in: ACM MobiCom '24: Proceedings of the 30th Annual International Conference on Mobile Computing and Networking, 2024
Herausgeber: ACM
DOI: 10.1145/3636534.370155

Peer reviewed articles (4)

5G/6G Architecture Evolution for XR and Metaverse: Feasibility Study, Security, and Privacy Challenges for Smart Culture Applications

Autoren: Maria Christopoulou, Ioannis Koufos, George Xilouris, Nikos Dimitriou
Veröffentlicht in: IEEE Access, Ausgabe 13, 2025, ISSN 2169-3536
Herausgeber: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2025.3578595

Minimizing Energy and Latency in LEOS-Assisted Open RAN Architecture Toward AI of Things

Autoren: Qingtian Wang, Siyu Chen, Changlin Yang, Zexu Li, Yue Wang, Tao Chen
Veröffentlicht in: IEEE Internet of Things Journal, Ausgabe 12, 2025, ISSN 2327-4662
Herausgeber: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/JIOT.2025.3533600

Evolution of RAN-Core Convergence Toward 6G: An Analysis of the Key Technologies, Principles, and Challenges

Autoren: Emmanouil Pateromichelakis, Konstantinos Samdanis, Sayantini Majumdar, Tao Chen, Nikos Dimitriou
Veröffentlicht in: IEEE Communications Standards Magazine, 2025, ISSN 2471-2825
Herausgeber: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/MCOMSTD.2025.3602159

Smart Mission Critical Service Management: Architecture, Deployment Options, and Experimental Results

Autoren: Sotirios T. Spantideas, Anastasios E. Giannopoulos, Panagiotis Trakadas
Veröffentlicht in: IEEE Transactions on Network and Service Management, 2024, ISSN 1932-4537
Herausgeber: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TNSM.2024.3498348