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

Informazioni relative al progetto

6G-CLOUD

ID dell’accordo di sovvenzione: 101139073

DOI

10.3030/101139073

Data della firma CE 8 Dicembre 2023

Data di avvio 1 Gennaio 2024

Data di completamento 31 Ottobre 2026

Finanziato da

• Digital, Industry and Space

Costo totale

€ 4 261 968,98

Contributo UE

€ 3 999 938,38

Coordinato da

TEKNOLOGIAN TUTKIMUSKESKUS VTT OY
Finland

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Pubblicazioni

Other (2)

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

Autori: E. Nezhad, A. Di Maio, T. Braun
Pubblicato in: ACM SAC 2025, 2025
Editore: ACM

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

Autori: 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
Pubblicato in: 2025
Editore: SNS-JU
DOI: 10.5281/ZENODO.14623109

Conference proceedings (15)

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

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

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

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

MARC-6G: Multi-Agent Reinforcement Learning for Distributed Context-Aware SFC Deployment and Migration in 6G Networks

Autori: Solomon Fikadie Wassie, Eric Samikwa, Antonio Di Maio, Torsten Braun
Pubblicato in: 2025 21st International Conference on Network and Service Management (CNSM), 2025
Editore: IEEE
DOI: 10.23919/CNSM67658.2025.11297500

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

Autori: 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
Pubblicato in: 2024 IEEE Future Networks World Forum (FNWF), 2025
Editore: IEEE
DOI: 10.1109/FNWF63303.2024.11028818

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Rethinking AI-Powered Service Orchestration: The Case for Decentralization

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

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

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

Dynamic Load Balancing in SD-WAN with Deep Reinforcement Learning

Autori: Baptiste Cruvellier, David Jia, Vania Conan, Gentian Jakllari
Pubblicato in: IEEE GLOBECOM 2025, 2025
Editore: IEEE

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

Autori: Z Li, Q Wang, Y Wang, T Chen
Pubblicato in: ACM MobiCom '24: Proceedings of the 30th Annual International Conference on Mobile Computing and Networking, 2024
Editore: 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

Autori: Maria Christopoulou, Ioannis Koufos, George Xilouris, Nikos Dimitriou
Pubblicato in: IEEE Access, Numero 13, 2025, ISSN 2169-3536
Editore: 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

Autori: Qingtian Wang, Siyu Chen, Changlin Yang, Zexu Li, Yue Wang, Tao Chen
Pubblicato in: IEEE Internet of Things Journal, Numero 12, 2025, ISSN 2327-4662
Editore: 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

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

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

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