Intent-driven NaTive AI architecturE supporting Compute-Network abstraction and Sensing at the Deep Edge

Información del proyecto

6G-INTENSE

Identificador del acuerdo de subvención: 101139266

DOI

10.3030/101139266

Fecha de la firma de la CE 1 Diciembre 2023

Fecha de inicio 1 Enero 2024

Fecha de finalización 31 Diciembre 2026

Financiado con arreglo a

• Digital, Industry and Space

Coste total

€ 4 248 308,75

Aportación de la UE

€ 3 999 819,75

Coordinado por

ATHINA-EREVNITIKO KENTRO KAINOTOMIAS STIS TECHNOLOGIES TIS PLIROFORIAS, TON EPIKOINONION KAI TIS GNOSIS
Greece

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Publicaciones

Peer reviewed articles (10)

RIS Phase Optimization via Generative Flow Networks

Autores: Charbel Bou Chaaya, Mehdi Bennis
Publicado en: IEEE Wireless Communications Letters, Edición 13, 2024, ISSN 2162-2337
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/LWC.2024.3400127

Edge-device collaborative computing for multi-view classification

Autores: Marco Palena, Tania Cerquitelli, Carla Fabiana Chiasserini
Publicado en: Computer Networks, Edición 254, 2024, ISSN 1389-1286
Editor: Elsevier BV
DOI: 10.1016/j.comnet.2024.110823

A Web-Based Solution for Federated Learning With LLM-Based Automation

Autores: Chamith Mawela, Chaouki Ben Issaid, Mehdi Bennis
Publicado en: IEEE Internet of Things Journal, Edición 12, 2025, ISSN 2327-4662
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/JIOT.2025.3542897

Intent-Based Management of Next-Generation Networks: an LLM-Centric Approach

Autores: Abdelkader Mekrache, Adlen Ksentini, Christos Verikoukis
Publicado en: IEEE Network, Edición 38, 2024, ISSN 0890-8044
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/MNET.2024.3420120

6G-INTENSE: Intent-Driven Native Artificial Intelligence Architecture Supporting Network-Compute Abstraction and Sensing at the Deep Edge

Autores: Akram Boutouchent, Abdelkader Mekrache, Adlen Ksentini, Gereziher Adhane, João Pedro Celestino da Fonseca, Joseph McNamara, Kostas Ramantas, Marco Palena, Marius Iordache, Renato Lo Cigno, Salwa Mostafa, Swastika Roy, Christos Verikoukis
Publicado en: IEEE Vehicular Technology Magazine, Edición 20, 2025, ISSN 1556-6072
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/MVT.2024.3525001

Enabling efficient collection and usage of network performance metrics at the edge

Autores: Antonio Calagna, Stefano Ravera, Carla Fabiana Chiasserini
Publicado en: Computer Networks, Edición 262, 2025, ISSN 1389-1286
Editor: Elsevier BV
DOI: 10.1016/J.COMNET.2025.111158

Cooperative Multi-Agent Learning for Navigation via Structured State Abstraction

Autores: Mohamed K. Abdel-Aziz, Mohammed S. Elbamby, Sumudu Samarakoon, Mehdi Bennis
Publicado en: IEEE Transactions on Communications, Edición 72, 2024, ISSN 0090-6778
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TCOMM.2024.3365520

Intent-Aware DRL-Based NOMA Uplink Dynamic Scheduler for IIoT

Autores: Salwa Mostafa, Mateus P. Mota, Alvaro Valcarce, Mehdi Bennis
Publicado en: IEEE Transactions on Cognitive Communications and Networking, 2025, ISSN 2332-7731
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TCCN.2025.3549229

On Combining XAI and LLMs for Trustworthy Zero-Touch Network and Service Management in 6G

Autores: Abdelkader Mekrache, Mohamed Mekki, Adlen Ksentini, Bouziane Brik, Christos Verikoukis
Publicado en: IEEE Communications Magazine, 2024, ISSN 0163-6804
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/MCOM.002.2400276

BayGO: Decentralized <b>Bay</b>esian Learning and Information-Aware <b>G</b>raph <b>O</b>ptimization Framework

Autores: Tamara AlShammari, Chathuranga Weeraddana, Mehdi Bennis
Publicado en: IEEE Transactions on Signal Processing, Edición 72, 2024, ISSN 1053-587X
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TSP.2024.3387277

Conference proceedings (7)

Resource-Efficient Sensor Fusion via System-Wide Dynamic Gated Neural Networks

Autores: C. Singhal, Y. Wu, F. Malandrino, S. Ladron de Guevara Contreras, M. Levorato, C. F. Chiasserini
Publicado en: IEEE SECON 2024, 2024
Editor: IEEE
DOI: 10.48550/arXiv.2410.16723

Towards the uncertainty quantification of AI-models in 6G networks

Autores: Irene Lidia Keramidi; Poulcheria Zervou; John Lakoumentas; Kostas Ramantas; Christos Verikoukis
Publicado en: 2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 2024
Editor: Zenodo
DOI: 10.5281/zenodo.14602363

Realizing Intent-driven Network Management with TM Forum Standards

Autores: João Pedro Fonseca; Gereziaher Adhane; Konstantinos Togias; Jhofre Ojeda; Swastika Roy; Golshan Famitafreshi; Kostas Ramantas; John S Vardakas; Christos Verikoukis
Publicado en: 2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 2024
Editor: Zenodo
DOI: 10.5281/ZENODO.14006901

LLM-enabled Intent-driven Service Configuration for Next Generation Networks

Autores: Abdelkader Mekrache, Adlen Ksentini
Publicado en: 2024 IEEE 10th International Conference on Network Softwarization (NetSoft), 2024, ISBN 979-8-3503-6958-8
Editor: IEEE
DOI: 10.1109/NetSoft60951.2024.10588881

Intent Profiling and Translation Through Emergent Communication

Autores: Salwa Mostafa, Mohammed S. Elbamby, Mohamed K. Abdel-Aziz, Mehdi Bennis
Publicado en: ICC 2024 - IEEE International Conference on Communications, 2024, ISBN 978-1-7281-9054-9
Editor: IEEE
DOI: 10.1109/ICC51166.2024.10622580

Maze Discovery using Multiple Robots via Federated Learning

Autores: Kalpana Ranasinghe, H.P. Madushanka, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis
Publicado en: 2024 IEEE Symposium on Computers and Communications (ISCC), 2024, ISBN 979-8-3503-5423-2
Editor: IEEE
DOI: 10.1109/ISCC61673.2024.10733625

Fed-Sophia: A Communication-Efficient Second-Order Federated Learning Algorithm

Autores: Ahmed Elbakary, Chaouki Ben Issaid, Mohammad Shehab, Karim Seddik, Tamer ElBatt, Mehdi Bennis
Publicado en: ICC 2024 - IEEE International Conference on Communications, 2024, ISBN 978-1-7281-9054-9
Editor: IEEE
DOI: 10.1109/ICC51166.2024.10622862