MACHINE LEARNING-BASED, NETWORKING AND COMPUTING INFRASTRUCTURE RESOURCE MANAGEMENT OF 5G AND BEYOND INTELLIGENT NETWORKS

Informazioni relative al progetto

MARSAL

ID dell’accordo di sovvenzione: 101017171

DOI

10.3030/101017171

Progetto chiuso

Data della firma CE 8 Dicembre 2020

Data di avvio 1 Gennaio 2021

Data di completamento 30 Giugno 2024

Finanziato da

• INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT)

Costo totale

€ 6 126 683,75

Contributo UE

€ 6 126 683,75

Coordinato da

IQUADRAT INFORMATICA SL
Spain

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 .

Risultati finali

Documents, reports (29)

Final report on optical access network for midhaul transportation and fixed-mobile integration

Final report on optical access network for midhaul transportation and fixedmobile integration

Initial report on decentralized framework for confidentiality and hardware-accelerated security mechanisms

Initial report on decentralized framework for confidentiality and hardwareaccelerated security mechanisms

Business Development Plan
Final report on data privacy protocols in multi-tenant infrastructures

Final report on data privacy protocols in multitenant infrastructures

Initial report on data privacy protocols in multi-tenant infrastructures

Initial report on data privacy protocols in multitenant infrastructures

Initial report on distributed processing cell-free RAN and Hybrid MIMO fronthaul network design

Initial report on distributed processing cellfree RAN and Hybrid MIMO fronthaul network design

Factsheet and project presentation
Description and definition of targeted PoCs
Final report on distributed processing cell-free RAN and Hybrid MIMO fronthaul network design

Final report on distributed processing cellfree RAN and Hybrid MIMO fronthaul network design

Technical report on system integration and operation
Final report on elastic MEC platform design and data-driven orchestration and automation

Final report on elastic MEC platform design and datadriven orchestration and automation

Initial report on optical access network for midhaul transportation and fixed-mobile integration

Initial report on optical access network for midhaul transportation and fixedmobile integration

Final report on O-RAN based Near-RT RIC for cell-free networking

Final report on ORAN based NearRT RIC for cellfree networking

Final Press Release
Press Release
Initial report on O-RAN based Near-RT RIC for cell-free networking

Initial report on ORAN based NearRT RIC for cellfree networking

1st release of the requirements and specifications of MARSAL's management and security components

1st release of the requirements and specifications of MARSALs management and security components

Report on integrating the DU-RU and CU-Near-RT-RIC for cell-free operation
MARSAL's network architecture specifications

MARSALs network architecture specifications

2nd Report on dissemination, standardization & exploitation plans

2nd Report on dissemination standardization exploitation plans

1st Report on dissemination, standardization & exploitation plans

1st Report on dissemination standardization exploitation plans

Final release of the MARSAL architecture (including security)

Final release of the MARSAL architecture including security

Final Report on dissemination, standardization & exploitation plans
Final report on decentralized framework for confidentiality and hardware-accelerated security mechanisms

Final report on decentralized framework for confidentiality and hardwareaccelerated security mechanisms

Initial report on elastic MEC platform design and data-driven orchestration and automation

Initial report on elastic MEC platform design and datadriven orchestration and automation

Report on integrating MARSAL's security mechanisms for multi-tenant infrastructures

Report on integrating MARSAL’s security mechanisms for multi-tenant infrastructures

Technical report on the integration of MARSAL technologies in the network architecture
Report on integrating MARSAL's virtual elastic infrastructure

Report on integrating MARSAL’s virtual elastic infrastructure

Final publishable activity report

Websites, patent fillings, videos etc. (4)

3rd Project Video Presentation
1st Project Video Presentation
Website development and creation of social accounts
2nd Project Video Presentation

Demonstrators, pilots, prototypes (2)

Demonstration of cell-free networking in dense and ultra-dense hotspot areas
Demonstration of cognitive assistance and its security and privacy implications in B5G

Pubblicazioni

Monographic books (1)

Towards Owner-Controlled Data Sharing

Autori: S. De Capitani di Vimercati, S. Foresti, G. Livraga, P. Samarati
Pubblicato in: Advances in Computing, Informatics, Networking and Cybersecurity: A Book Honoring Professor Mohammad S. Obaidat's Significant Scientific Contributions, 2022, ISBN 978-3-030-87048-5
Editore: Springer
DOI: 10.1007/978-3-030-87049-2_23

Conference proceedings (11)

Scalable Distributed Data Anonymization

Autori: Sabrina De Capitani di Vimercati, Dario Facchinetti, Sara Foresti, Gianluca Oldani, Stefano Paraboschi, Matthew Rossi, Pierangela Samarati
Pubblicato in: 2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), 2021, Pagina/e 401-403, ISBN 978-1-6654-0424-2
Editore: IEEE
DOI: 10.1109/percomworkshops51409.2021.9431063

Selective Owner-side Encryption in Digital Data Markets: Strategies for Key Derivation

Autori: Sara Foresti, Giovanni Livraga
Pubblicato in: Proceedings of the 18th International Conference on Security and Cryptography, 2021, Pagina/e 620-627, ISBN 978-989-758-524-1
Editore: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0010603506200627

Multi-Dimensional Indexes for Point and Range Queries on Outsourced Encrypted Data

Autori: S. De Capitani di Vimercati, D. Facchinetti, S. Foresti, G. Oldani, S. Paraboschi, M. Rossi, P. Samarat
Pubblicato in: Proc. of the 2021 IEEE Global Communications Conference (GLOBECOM 2021), 2021
Editore: IEEE
DOI: 10.1109/globecom46510.2021.9685186

Assessing User Privacy on Social Media: The Twitter Case Study

Autori: G. Livraga, A. Motta, M. Viviani
Pubblicato in: Proc. of the 2022 Workshop on Open Challenges in Online Social Networks, 2022, ISBN 978-1-4503-9279-2
Editore: ACM
DOI: 10.1145/3524010.3539502

AI-Assisted X-Haul in O-RAN Ecosystem

Autori: Panteleimon-Konstantinos Chartsias, Dimitrios Kritharidis, Georgios Mourtzoukos, Ioannis Chochliouros, Alexandros Kostopoulos
Pubblicato in: 2022 13th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP) - SS6: Towards ML-based efficient and secured 6G Networks, 2022
Editore: IEEE

Towards Machine-Learning-Based 5G and Beyond Intelligent Networks: The MARSAL Project Vision

Autori: J.S. Vardakas, K. Ramantas, M. Payaró, S. Pollin, E. Vinogradov, M. Varvarigos, P. Kokkinos, R. González-Sáanchez, J.J. Vegas Olmos, I.P. Chochliouros, P. Chanclouy, P. Samarati, A. Flizikowski, Md A. Rahman and C. Verikoukis
Pubblicato in: Proceedings of the 2021 IEEE International Mediterranean Conference on Communications and Networking (MeditCom), 2021, Pagina/e 488-493
Editore: IEEE
DOI: 10.1109/meditcom49071.2021.9647671

Towards Explainable Semantic Segmentation for Autonomous Driving Systems by Multi-Scale Variational Attention

Autori: M. Abukmeil, A. Genovese, V. Piuri, F. Rundo, F. Scotti
Pubblicato in: 2021 IEEE International Conference on Autonomous Systems (ICAS), 2021, ISBN 978-1-7281-7290-3
Editore: IEEE
DOI: 10.1109/icas49788.2021.9551172

Avoiding normalization uncertainties in deep learning architectures for end-to-end communication

Autori: Simon Bos, Evgenii Vinogradov, Sofie Pollin
Pubblicato in: IEEE International Mediterranean Conference on Communications and Networking, 2021
Editore: IEEE

Machine Learning-based, Networking and Computer Infrastructure Resource Management

Autori: I.P. Chochliouros, A. Kostopoulos, M. Payaró, C. Verikoukis, S. De Capitani di Vimercati, E. Vinogradov, V. Ranjbar, J. Vardakas, Md A. Rahman, P. Soumplis and E. Varvarigos
Pubblicato in: IFIP Advances in Information and Communication Technology (AICT), Numero Vo.628, 2021, Pagina/e 85-94, ISBN 978-3-030-79156-8
Editore: Springer Nature Switzerland AG
DOI: 10.1007/978-3-030-79157-5_8

Experimentation Scenarios for Machine Learning-Based Resource Management

Autori: A. Kostopoulos, I.P. Chochliouros, J. Vardakas, M. Payaró, S. Barrachina, Md A. Rahman, E. Vinogradov, P. Chanclou, R. Gonzalez, C. Klitis, S. De Capitani di Vimercati, P. Soumplis, E. Varvarigos, D. Kritharidis and K. Chartsias
Pubblicato in: IFIP Advances in Information and Communication Technology (AICT), Numero Vol.652, 2022, Pagina/e 120-133, ISBN 978-3-031-08340-2
Editore: Springer Nature Switzerland AG
DOI: 10.1007/978-3-031-08341-9_11

Artifact: Scalable Distributed Data Anonymization

Autori: Sabrina De Capitani di Vimercati, Dario Facchinetti, Sara Foresti, Gianluca Oldani, Stefano Paraboschi, Matthew Rossi, Pierangela Samarati
Pubblicato in: 2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), 2021, Pagina/e 450-451, ISBN 978-1-6654-0424-2
Editore: IEEE
DOI: 10.1109/percomworkshops51409.2021.9431059

Peer reviewed articles (4)

Partial Interference Suppression in Massive MIMO Systems: Taxonomy and Experimental Analysis

Autori: Andrea P. Guevara, Cheng-Ming Chen, Alessandro Chiumento, Sofie Pollin
Pubblicato in: IEEE Access, Numero 9, 2021, Pagina/e 128925-128937, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3113167

Sentinels and Twins: Effective Integrity Assessment for Distributed Computation

Autori: Sabrina De Capitani di Vimercati; Sara Foresti; Sushil Jajodia; Stefano Paraboschi; Pierangela Samarati; Roberto Sassi
Pubblicato in: IEEE Transactions on Parallel and Distributed Systems (TPDS), Numero 40, 2023, ISSN 1558-2183
Editore: IEEE
DOI: 10.1109/tpds.2022.3215863

Mix&slice for Efficient Access Revocation on Outsourced Data

Autori: Enrico Bacis; Sabrina De Capitani di Vimercati; Sara Foresti; Stefano Paraboschi; Marco Rosa; Pierangela Samarati
Pubblicato in: IEEE Transactions on Dependable and Secure Computing, Numero 39, 2023, ISSN 1545-5971
Editore: IEEE Computer Society
DOI: 10.1109/tdsc.2023.3280590

An authorization model for query execution in the cloud

Autori: S. De Capitani di Vimercati, S. Foresti, S. Jajodia, G. Livraga, S. Paraboschi, P. Samarati
Pubblicato in: VLDB JOURNAL, 2022, ISSN 1066-8888
Editore: Springer Verlag
DOI: 10.1007/s00778-021-00709-x

Book chapters (2)

Digital Infrastructure Policies for Data Security and Privacy in Smart Cities

Autori: S. De Capitani di Vimercati, S. Foresti, G. Livraga, P. Samarati
Pubblicato in: Smart Cities Policies and Financing - Approaches and Solutions, 2022, ISBN 978-0-12-819130-9
Editore: Elsevier
DOI: 10.1016/b978-0-12-819130-9.00007-3

Distributed Query Evaluation over Encrypted Data

Autori: Sabrina De Capitani di Vimercati, Sara Foresti, Sushil Jajodia, Giovanni Livraga, Stefano Paraboschi, Pierangela Samarati
Pubblicato in: Data and Applications Security and Privacy XXXV - 35th Annual IFIP WG 11.3 Conference, DBSec 2021, Calgary, Canada, July 19–20, 2021, Proceedings, Numero 12840, 2021, Pagina/e 96-114, ISBN 978-3-030-81241-6
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-81242-3_6