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

Informazioni relative al progetto

ADROIT6G

ID dell’accordo di sovvenzione: 101095363

DOI

10.3030/101095363

Data della firma CE 15 Novembre 2022

Data di avvio 1 Gennaio 2023

Data di completamento 31 Dicembre 2025

Finanziato da

• Digital, Industry and Space

Costo totale

€ 6 385 437,50

Contributo UE

€ 5 999 998,75

Coordinato da

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

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

Peer reviewed articles (14)

Edge-device collaborative computing for multi-view classification

Autori: Marco Palena, Tania Cerquitelli, Carla Fabiana Chiasserini
Pubblicato in: Computer Networks, Numero 254, 2024, ISSN 1389-1286
Editore: Elsevier BV
DOI: 10.1016/j.comnet.2024.110823

Multi-Modal Latent Diffusion

Autori: BB. Mustapha, G. Franzese, and P. Michiardi
Pubblicato in: MDPI Entropy, 2024, ISSN 2078-2489
Editore: MDPI
DOI: 10.3390/e26040320

DIN: A Decentralized Inexact Newton Algorithm for Consensus Optimization

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

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

Autori: Anis Elgabli, Chaouki Ben Issaid, Mohamed Badi, Mehdi Bennis
Pubblicato in: IEEE Internet of Things Journal, 2024, ISSN 2327-4662
Editore: 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

Autori: C. Puligheddu, J. Ashdown, C. F. Chiasserini, F. Restuccia
Pubblicato in: IEEE Transactions on Mobile Computing, 2024, ISSN 1536-1233
Editore: 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

Autori: Suvidha Mhatre, Ferran Adelantado, Kostas Ramantas, Christos Verikoukis
Pubblicato in: IEEE Transactions on Vehicular Technology, 2024, ISSN 0018-9545
Editore: 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

Autori: S. Rani, I. I. Ioannou, P. Nagaradjan, C. Christophorou, V. Vassiliou, H. Yarramsetti, S. Shridhar, L. Mukund Balaji, A. Pitsillides.
Pubblicato in: IEEE Access, 2023, ISSN 2169-3536
Editore: 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

Autori: W. A. Aziz, I. I. Ioannou, M. Lestas, H. K. Qureshi, A. Iqbal and V. Vassiliou
Pubblicato in: IEEE Access, 2023, ISSN 1536-1233
Editore: IEE
DOI: 10.1109/ACCESS.2023.3309002

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

Autori: S. Tripathi, C. Puligheddu,  S. Pramanik, A. Garcia-Saavedra, C. F. Chiasserini
Pubblicato in: IEEE Transactions on Mobile Computing, 2024, ISSN 1536-1233
Editore: IEEE
DOI: 10.1109/TMC.2023.3254999

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

Autori: R. B. Shaik, P. Nagaradjane, I. Ioannou, V. Sittakul, V. Vasiliou, A. Pitsillides.
Pubblicato in: Computer Networks, 2024, ISSN 1389-1286
Editore: Elsevier
DOI: 10.1016/j.comnet.2024.110506

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

Autori: I. Ioannou, M. Raspopoulos, P. Nagaradjane, C. Christophorou, W. A. Aziz, V. Vassiliou, A. Pitsillides.
Pubblicato in: IEEE Access, 2024, ISSN 2169-3536
Editore: IEE
DOI: 10.1109/ACCESS.2024.3411929

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

Autori: S. Roy, H. Chergui, C. Verikoukis
Pubblicato in: IEEE Transactions on Vehicular Technology, 2024, ISSN 0018-9545
Editore: IEEE
DOI: 10.48550/arXiv.2307.12903

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

Autori: T. AlShammari, C. Weeraddana and M. Bennis,
Pubblicato in: IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2024, ISSN 1536-1233
Editore: 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

Autori: H. Xu, J. Wu, Q. Pan, X.Liu, C. Verikoukis
Pubblicato in: IEEE Journal on Selected Areas in Communications, 2023, ISSN 1536-1233
Editore: 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

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

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

Autori: S. Roy; F. Rezazadeh; H. Chergui; C. Verikoukis
Pubblicato in: ICC 2023 - IEEE International Conference on Communications, 2023, ISSN 1938-1883
Editore: IEEE
DOI: 10.1109/ICC45041.2023.10279790

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

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

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

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

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

Autori: Iacovos Ioannou, Michael Savva, Marios Raspopoulos, Christophoros Christophorou, Vasos Vassiliou
Pubblicato in: 2024 22nd Mediterranean Communication and Computer Networking Conference (MedComNet), 2024
Editore: IEEE
DOI: 10.1109/MedComNet62012.2024.10578201

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

Autori: M. Krouka, A. Elgabli, C. B. Issaid and M. Bennis
Pubblicato in: 2023 IEEE Wireless Communications and Networking Conference (WCNC), 2023, ISSN 1558-2612
Editore: IEEE
DOI: 10.1109/WCNC55385.2023.10118646

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

Autori: 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
Pubblicato in: 2023 IEEE Globecom Workshops (GC Wkshps), 2024, ISBN 979-8-3503-7021-8
Editore: IEEE

6G Initial Developments for Flagship Applications Experiments

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

Performance Evaluation of Machine Learning Cluster Metrics for Mobile Network Augmentation

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

Evaluating Localization Algorithms in IoT Networks Under Jamming Attacks

Autori: Michael Savva, Iacovos Ioannou, Vasos Vassiliou
Pubblicato in: 2024 IFIP Networking Conference (IFIP Networking), 2024
Editore: IEEE
DOI: 10.23919/IFIPNetworking62109.2024.10619065

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

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

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

Autori: S. Mostafa, M. P. Mota, A.Valcarce, and M. Bennis
Pubblicato in: GLOBECOM 2023 - 2023 IEEE Global Communications Conference, 2023, ISSN 2576-6813
Editore: ΙΕΕΕ
DOI: 10.1109/GLOBECOM54140.2023.10437954

DIN: A Decentralized Inexact Newton Algorithm for Consensus Optimization

Autori: A. Ghalkha, C.Ben Issaid, A. Elgabli, and M. Bennis
Pubblicato in: ICC 2023 - IEEE International Conference on Communications, 2023, ISSN 1938-1883
Editore: IEEE
DOI: 10.1109/ICC45041.2023.10278721

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

Autori: Waqar Ali Aziz, Iacovos Ioannou, Marios Lestas, Vasos Vassiliou
Pubblicato in: 2024 IEEE 30th International Conference on Telecommunications (ICT), 2024
Editore: IEEE
DOI: 10.1109/ICT62760.2024.10606023

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

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

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

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

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

Autori: A. Elbakary, C. Ben Issaid, M. Shehab, K. Seddik, T. ElBatt, M. Bennis
Pubblicato in: 2024 IEEE International Conference on Communications, 2024, ISSN 1938-1883
Editore: IEEE
DOI: 10.1109/ICC51166.2024.10622862

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

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

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

Autori: 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
Pubblicato in: 2024 32nd Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), 2024, ISSN 2377-5750
Editore: IEEE
DOI: 10.1109/PDP62718.2024.00040