Deep Programmability and Secure Distributed Intelligence for Real-Time End-to-End 6G Networks

Project Information

DESIRE6G

Grant agreement ID: 101096466

DOI 10.3030/101096466

EC signature date 22 November 2022

Start date 1 January 2023

End date 31 December 2025

Funded under

• Digital, Industry and Space

Total cost € 6 227 918,75

EU contribution € 5 874 905,00

Coordinated by

UNIVERSITEIT VAN AMSTERDAM
Netherlands

Publications

Peer reviewed articles (6)

DESIRE6G: Deep Programmability & Secure Distributed Intelligence for Real-Time E2E 6G Networks

Author(s): Chrysa Papagianni
Published in: European 6G SNS Journal 2023, Issue May 2023, 50-51, 2023, ISSN 2673-2688
Publisher: SNS
DOI: 10.5281/zenodo.10351667

P4 Telemetry Collector

Author(s): Faris Alhamed; Davide Scano; Piero Castoldi; Juan Jose Vegas Olmos; Ilya Vershkov; Francesco Paolucci; Filippo Cugini
Published in: Computer Networks, Issue Volume 227, May 2023, 109727, 2023, ISSN 1389-1286
Publisher: Elsevier BV
DOI: 10.1016/j.comnet.2023.109727

SLA Decomposition for Network Slicing: A Deep Neural Network Approach

Author(s): Cyril Shih-Huan Hsu; Danny De Vleeschauwer; Chrysa Papagianni
Published in: IEEE Networking Letters, 2023, ISSN 2576-3156
Publisher: IEEE
DOI: 10.5281/zenodo.8283411

Deep Learning-Based Adaptive Compression and Anomaly Detection for Smart B5G Use Cases Operation

Author(s): Ahmad El Sayed; Marc Ruiz; Hassan Harb; Luis Velasco
Published in: Sensors 2023, Issue Volume 23; Issue 2; Pages: 1043, 2023, ISSN 1424-8220
Publisher: Sensors
DOI: 10.3390/s23021043

P4-assisted seamless migration of serverless applications towards the edge continuum

Author(s): Pelle, István; Paolucci, Francesco; Sonkoly, Balázs; Cugini, Filippo
Published in: Future Generation Computer Systems, Issue Volume 146, Issue C, 2023, ISSN 0167-739X
Publisher: Elsevier BV
DOI: 10.1016/j.future.2023.04.010

Autonomous Flow Routing for Near Real-Time Quality of Service Assurance

Author(s): Barzegar, Sima; Ruiz, Marc; Velasco, Luis
Published in: IEEE Transactions on Network and Service Management, 2023, ISSN 1932-4537
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.5281/zenodo.10246061

Conference proceedings (6)

Securing Multi-Agent Systems for Near Real-Time Control of 6G Services

Author(s): Velasco, Luis; Ruiz, Marc; Gonzalez, Pol; Lefebvre, Vincent; Bernardos, Carlos; Muñiz, Alejandro
Published in: EuCNC2023, 2023
Publisher: EuCNC2023
DOI: 10.5281/zenodo.7893029

Pervasive Monitoring and Distributed Intelligence for 6G Near Real-Time Operation

Author(s): Velasco, Luis; Ruiz, Marc; Gonzalez, P; Paolucci, Francesco; Sgambelluri, Andrea; Papagianni, Chrysa
Published in: EuCNC2023, 2023
Publisher: EuCNC2023
DOI: 10.5281/zenodo.7840126

Dynamic Traffic Prediction Model Retraining for Autonomous Network Operation

Author(s): Tabatabaeimehr, Fatemeh; Velasco, Luis; Ruiz, Marc; Khalili, Hamzeh; Aparicio-Pardo, Ramon
Published in: ICTON 2023 - 23rd International Conference on Transparent Optical Networks, 2023, ISSN 2161-2064
Publisher: IEEE
DOI: 10.5281/zenodo.8190219

Comparison of Statistical and Machine Learning-Based Approaches for Telemetry Data Size Reduction

Author(s): Ruiz, Marc; El Sayed, Ahmad; Harb, Hassan; Velasco, Luis
Published in: ICTON 2023, 2023, ISSN 2161-2064
Publisher: ICTON 2023
DOI: 10.5281/zenodo.7893131

Federated Learning Games for Reconfigurable Intelligent Surfaces via Causal Representations

Author(s): Chaaya, Charbel Bou; Sumudu Samarakoon; Bennis, Mehdi
Published in: IEEE GlobeCom 2023, 2023, ISSN 2576-6813
Publisher: IEEE
DOI: 10.5281/zenodo.8296827

V2N Service Scaling with Deep Reinforcement Learning

Author(s): Hsu, Cyril Shih-Huan; Martín-Pérez, Jorge; Papagianni, Chrysa; Grosso, Paola
Published in: IEEE/IFIP Network Operations and Management Symposium, 2023, ISSN 2374-9709
Publisher: IEEE NOMS 2023
DOI: 10.48550/arxiv.2301.13324