Distributed Artificial Intelligence-driven open and programmable architecture for 6G networks

Informations projet

ADROIT6G

N° de convention de subvention: 101095363

DOI

10.3030/101095363

Date de signature de la CE 15 Novembre 2022

Date de début 1 Janvier 2023

Date de fin 31 Decembre 2025

Financé au titre de

• Digital, Industry and Space

Coût total

€ 6 385 437,50

Contribution de l’UE

€ 5 999 998,75

Coordonné par

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

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Publications

Peer reviewed articles (14)

Edge-device collaborative computing for multi-view classification

Auteurs: Marco Palena, Tania Cerquitelli, Carla Fabiana Chiasserini
Publié dans: Computer Networks, Numéro 254, 2024, ISSN 1389-1286
Éditeur: Elsevier BV
DOI: 10.1016/j.comnet.2024.110823

Multi-Modal Latent Diffusion

Auteurs: BB. Mustapha, G. Franzese, and P. Michiardi
Publié dans: MDPI Entropy, 2024, ISSN 2078-2489
Éditeur: MDPI
DOI: 10.3390/e26040320

DIN: A Decentralized Inexact Newton Algorithm for Consensus Optimization

Auteurs: A. Ghalkha, C. B. Issaid, A. Elgabli and M. Bennis
Publié dans: IEEE Transactions on Machine Learning in Communications and Networking, 2024, ISSN 2831-316X
Éditeur: IEEE
DOI: 10.1109/TMLCN.2024.3400756

Quantized FedPD (QFedPD): Beyond Conventional Wisdom The Energy Benefits of Frequent Communication

Auteurs: Anis Elgabli, Chaouki Ben Issaid, Mohamed Badi, Mehdi Bennis
Publié dans: IEEE Internet of Things Journal, 2024, ISSN 2327-4662
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/JIOT.2024.3464239

SEM-O-RAN: Semantic O-RAN Slicing for Mobile Edge Offloading of Computer Vision Tasks

Auteurs: C. Puligheddu, J. Ashdown, C. F. Chiasserini, F. Restuccia
Publié dans: IEEE Transactions on Mobile Computing, 2024, ISSN 1536-1233
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TMC.2023.3339056

Intelligent QoS-aware Slice Resource Allocation with User Association Parameterization for Beyond 5G O-RAN-based Architecture Using DRL

Auteurs: Suvidha Mhatre, Ferran Adelantado, Kostas Ramantas, Christos Verikoukis
Publié dans: IEEE Transactions on Vehicular Technology, 2024, ISSN 0018-9545
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TVT.2024.3483288

A Novel Deep Hierarchical Machine Learning Approach for Identification of Known and Unknown Multiple Security Attacks in a D2D Communications Network

Auteurs: S. Rani, I. I. Ioannou, P. Nagaradjan, C. Christophorou, V. Vassiliou, H. Yarramsetti, S. Shridhar, L. Mukund Balaji, A. Pitsillides.
Publié dans: IEEE Access, 2023, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/ACCESS.2023.3308036

Content-Aware Network Traffic Prediction Framework for Quality of Service-Aware Dynamic Network Resource Management

Auteurs: W. A. Aziz, I. I. Ioannou, M. Lestas, H. K. Qureshi, A. Iqbal and V. Vassiliou
Publié dans: IEEE Access, 2023, ISSN 1536-1233
Éditeur: IEE
DOI: 10.1109/ACCESS.2023.3309002

Fair and Scalable Orchestration of Network and Compute Resources for Virtual Edge Services

Auteurs: S. Tripathi, C. Puligheddu,  S. Pramanik, A. Garcia-Saavedra, C. F. Chiasserini
Publié dans: IEEE Transactions on Mobile Computing, 2024, ISSN 1536-1233
Éditeur: IEEE
DOI: 10.1109/TMC.2023.3254999

AI/ML-aided capacity maximization strategies for URLLC in 5G/6G wireless systems: A survey

Auteurs: R. B. Shaik, P. Nagaradjane, I. Ioannou, V. Sittakul, V. Vasiliou, A. Pitsillides.
Publié dans: Computer Networks, 2024, ISSN 1389-1286
Éditeur: Elsevier
DOI: 10.1016/j.comnet.2024.110506

DeepRISBeam: Deep Learning-based RIS Beam Management for Radio Channel Optimization

Auteurs: I. Ioannou, M. Raspopoulos, P. Nagaradjane, C. Christophorou, W. A. Aziz, V. Vassiliou, A. Pitsillides.
Publié dans: IEEE Access, 2024, ISSN 2169-3536
Éditeur: IEE
DOI: 10.1109/ACCESS.2024.3411929

Towards Bridging the FL Performance-Explainability Trade-Off: A Trustworthy 6G RAN Slicing Use-Case

Auteurs: S. Roy, H. Chergui, C. Verikoukis
Publié dans: IEEE Transactions on Vehicular Technology, 2024, ISSN 0018-9545
Éditeur: IEEE
DOI: 10.48550/arXiv.2307.12903

BayGO: Decentralized Bayesian Learning and Information-Aware Graph Optimization Framework

Auteurs: T. AlShammari, C. Weeraddana and M. Bennis,
Publié dans: IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2024, ISSN 1536-1233
Éditeur: IEEE
DOI: 10.1109/TSP.2024.3387277

Digital Twin and Meta RL Empowered Fast-Adaptation of Joint User Scheduling and Task Offloading for Mobile Industrial IoT

Auteurs: H. Xu, J. Wu, Q. Pan, X.Liu, C. Verikoukis
Publié dans: IEEE Journal on Selected Areas in Communications, 2023, ISSN 1536-1233
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/JSAC.2023.3310081

Conference proceedings (19)

Balancing Energy Efficiency and Distributional Robustness in Over-the-Air Federated Learning

Auteurs: M. Badi, C. Ben Issaid, A. Elgabli, M. Bennis
Publié dans: 2024 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN), 2024, ISBN 979-8-3503-4319-9
Éditeur: IEEE
DOI: 10.1109/ICMLCN59089.2024.10624815

Joint Explainability and Sensitivity-Aware Federated Deep Learning for Transparent 6G RAN Slicing

Auteurs: S. Roy; F. Rezazadeh; H. Chergui; C. Verikoukis
Publié dans: ICC 2023 - IEEE International Conference on Communications, 2023, ISSN 1938-1883
Éditeur: IEEE
DOI: 10.1109/ICC45041.2023.10279790

ML-Aided Dynamic Clustering and Classification of UEs as VBs in D2D Communication Networks

Auteurs: I. Ioannou, P. Nagaradjane, A. Khalifeh, C. Christophorou, V. Vassiliou, G. V. S. Sashank, C. Jain, A. Pitsillides
Publié dans: 2023 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET), 2023, ISBN 979-8-3503-0045-1
Éditeur: IEEE
DOI: 10.1109/WiSPNET57748.2023.10134336

Deep Learning-Aided Channel Estimation for Large Scale Fading Decoding in Massive MIMO Systems

Auteurs: Iacovos Ioannou, Prabagarane Nagaradjane, Ala' Khalifeh, R Dhivyaharshini, A Harini, Vasos Vassiliou
Publié dans: 2024 IEEE 30th International Conference on Telecommunications (ICT), 2024
Éditeur: IEEE
DOI: 10.1109/ICT62760.2024.10606029

Revolutionising IoT Network Security By Assessing ML Localisation Techniques Against Jamming Attacks

Auteurs: Iacovos Ioannou, Michael Savva, Marios Raspopoulos, Christophoros Christophorou, Vasos Vassiliou
Publié dans: 2024 22nd Mediterranean Communication and Computer Networking Conference (MedComNet), 2024
Éditeur: IEEE
DOI: 10.1109/MedComNet62012.2024.10578201

Communication-Efficient Second-Order Newton-Type Approach for Decentralized Learning

Auteurs: M. Krouka, A. Elgabli, C. B. Issaid and M. Bennis
Publié dans: 2023 IEEE Wireless Communications and Networking Conference (WCNC), 2023, ISSN 1558-2612
Éditeur: IEEE
DOI: 10.1109/WCNC55385.2023.10118646

ADROIT6G DAI-driven Open and Programmable Architecture for 6G Networks

Auteurs: C. Christophorou, I. Ioannou, V. Vassiliou, L. Christofi, J. S. Vardakas, E. E. Seder, C. F. Chiasserini, M. Iordache, C. Ben Issaid, I. Markopoulos, G. Franzese, T. Järvet, C. Verikoukis
Publié dans: 2023 IEEE Globecom Workshops (GC Wkshps), 2024, ISBN 979-8-3503-7021-8
Éditeur: IEEE

6G Initial Developments for Flagship Applications Experiments

Auteurs: CristC. Patachia; R. Mihai; M. Iordache
Publié dans: 2023 15th International Conference on Electronics, Computers and Artificial Intelligence (ECAI), 2023, ISBN 979-8-3503-2138-8
Éditeur: IEEE
DOI: 10.1109/ECAI58194.2023.10194117

Performance Evaluation of Machine Learning Cluster Metrics for Mobile Network Augmentation

Auteurs: I. Ioannou, C. Christophorou, P. Nagaradjane, V. Vassiliou.
Publié dans: 2024 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET), 2024, ISBN 979-8-3503-5084-5
Éditeur: IEEE
DOI: 10.1109/WiSPNET61464.2024.10532825

Evaluating Localization Algorithms in IoT Networks Under Jamming Attacks

Auteurs: Michael Savva, Iacovos Ioannou, Vasos Vassiliou
Publié dans: 2024 IFIP Networking Conference (IFIP Networking), 2024
Éditeur: IEEE
DOI: 10.23919/IFIPNetworking62109.2024.10619065

Detecting multiple jammers using Fuzzy-Logic Intrusion Detection System (FLIDS)

Auteurs: Michael Savva, Iacovos Ioannou, Vasos Vassiliou
Publié dans: 2024 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2024
Éditeur: IEEE
DOI: 10.1109/DCOSS-IoT61029.2024.00062

Emergent Communication Protocol Learning for Task Offloading in Industrial Internet of Things

Auteurs: S. Mostafa, M. P. Mota, A.Valcarce, and M. Bennis
Publié dans: GLOBECOM 2023 - 2023 IEEE Global Communications Conference, 2023, ISSN 2576-6813
Éditeur: ΙΕΕΕ
DOI: 10.1109/GLOBECOM54140.2023.10437954

DIN: A Decentralized Inexact Newton Algorithm for Consensus Optimization

Auteurs: A. Ghalkha, C.Ben Issaid, A. Elgabli, and M. Bennis
Publié dans: ICC 2023 - IEEE International Conference on Communications, 2023, ISSN 1938-1883
Éditeur: IEEE
DOI: 10.1109/ICC45041.2023.10278721

Enhancing Edge Caching Efficiency: Leveraging Social and Context-Aware Popularity Rank Prediction via Transfer Learning

Auteurs: Waqar Ali Aziz, Iacovos Ioannou, Marios Lestas, Vasos Vassiliou
Publié dans: 2024 IEEE 30th International Conference on Telecommunications (ICT), 2024
Éditeur: IEEE
DOI: 10.1109/ICT62760.2024.10606023

Location-enabled IoT (LE-IoT): Indoor Localization for IoT Environments using Machine Learning

Auteurs: Tanveer Ahmad, Xue Jun Li, Muhammad Ashfaq, Michalis Savva, Iacovos Ioannou, Vasos Vassiliou
Publié dans: 2024 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2024
Éditeur: IEEE
DOI: 10.1109/DCOSS-IoT61029.2024.00065

Machine Learning Performance at the Edge: When to Offload an Inference Task

Auteurs: O. Chukhno, G. Singh, C. Campolo, A. Molinaro, C. F. Chiasserini
Publié dans: NET4us '23: Proceedings of the 2nd Workshop on Networked Sensing Systems for a Sustainable Society, 2023, ISBN 9798400703652
Éditeur: Association for Computing Machinery
DOI: 10.1145/3615991.3616403

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

Auteurs: A. Elbakary, C. Ben Issaid, M. Shehab, K. Seddik, T. ElBatt, M. Bennis
Publié dans: 2024 IEEE International Conference on Communications, 2024, ISSN 1938-1883
Éditeur: IEEE
DOI: 10.1109/ICC51166.2024.10622862

Dual-Step Transfer Learning-Based Prediction Model for Next-Generation Intelligent Cellular Networks

Auteurs: W. A. Aziz, I. Ioannou, M. Lestas, V. Vassiliou
Publié dans: 2023 IEEE International Conference on Communications Workshops (ICC Workshops), 2023, ISSN 2694-2941, ISBN 979-8-3503-0045-1
Éditeur: IEEE
DOI: 10.1109/ICCWorkshops57953.2023.10283745

Towards Accelerating the Network Performance on DPUs by optimising the P4 runtime

Auteurs: D. Iliadis-Apostolidis, K. Manaa, M. Kadosh, I. Ioannou, V. Vassiliou, S. Kosta, J. J. Vegas Olmosa; Matty Kadosh; Iacovos Ioannou; Vasos Vassiliou; Sokol Kosta; Juan Jose Vegas Olmos
Publié dans: 2024 32nd Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), 2024, ISSN 2377-5750
Éditeur: IEEE
DOI: 10.1109/PDP62718.2024.00040