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CORDIS - Risultati della ricerca dell’UE
CORDIS

5G Intelligent Automotive Network Applications

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

Dissemination plan (si apre in una nuova finestra)

Providing initial dissemination target and KPIs as well as an initial list of events to carry out the dissemination activities

Technical validation and demonstration of the UCs (si apre in una nuova finestra)

To report the results of the extended technical validation of the 5G-IANA UCs. The report will document also the demonstration activities carried out in the 2 5G testbeds.

Public acceptance assessment (si apre in una nuova finestra)

To report the impact assessment of the 5G-IANA in the Automotive-related 5G-PPP vertical industries.

Initial consolidated report on the 5G-IANA architecture elements (si apre in una nuova finestra)

Presenting the initial developments and implementation options for the 5G-IANA NOD, SM and MSO mechanisms, in terms of functional and software architecture, APIs and implemented functionalities/workflows. In addition it includes the status of development for the AOEP virtualized infrastructure domains and the distributed ML framework components detailing all the features being implemented;

Communication strategy and plan V2 (si apre in una nuova finestra)

Update of the first version of D72Communication strategy and plan

Standardisation activities, EU policies and regulations recommendations (si apre in una nuova finestra)

To report all the standardization activities of the 5G-IANA consortium.

Market analysis and initial business models (si apre in una nuova finestra)

To report findings relevant to the demand and supply side of the proposed solutions and provide guidance for the rest of WP6 actions.

Report on international cooperation and liaison activities (si apre in una nuova finestra)

Reporting the final exploitation strategy and results.

Final report on 5G-IANA NetApp Toolkit and VNFs Repository development (si apre in una nuova finestra)

Providing a comprehensive overview of the NetApps Toolkit and VNFs Repository final release in terms of final software architecture, implemented data-model, APIs and related available procedures.

Innovation management plan (si apre in una nuova finestra)

Presenting the project plan for dealing with innovation

Specifications of the 5G-IANA architecture (si apre in una nuova finestra)

Reporting the requirements analysis and the specifications of the 5GIANA architecture and of its main elements Specifications of the AOEP platform and of its main components are provided The main AOEPs components are the NOD the SM the MSO the virtualized infrastructure domains the NetApps and the Automotive VNFs Repository and the distributed AIML framework

Report on the dissemination activities (si apre in una nuova finestra)

Reporting the final exploitation strategy and results.

5G-IANA micro-projects integration report (si apre in una nuova finestra)

Providing a report regarding the procedures for issuing the micro-projects (on M18) for the start-ups based on the gap analysis and the final choice of them to develop and integrate 5G-enabled services using the 5G-IANA component.

Initial validation KPIs and metrics (si apre in una nuova finestra)

Providing the initial KPIs and relevant metrics to be used for the technical validation and the public acceptance of the Intelligent NetApps

Quality management plan (si apre in una nuova finestra)

Containing the set of guidelines and rules to develop high quality reports and deliverables including the deliverable peerreview process

5G-IANA micro-projects services report (si apre in una nuova finestra)

Providing a report regarding the achievement of the micro-projects to create opportunities for new actors and the new services developed and integrated to the 5G-IANA overall framework.

Final consolidated report on the 5G-IANA architecture elements (si apre in una nuova finestra)

Presenting the final versions of the architectural elements that are delivered for integration and testing. It includes the final outcomes of the NOD, SM, MSO, the AOEP virtualized infrastructure and the DML components.

Business models for 5G-enabled Automotive service provisioning (si apre in una nuova finestra)

On M18 to report the results achieved in the creation of Business Model Canvases for the different UCs envisioned

Communication strategy and plan (si apre in una nuova finestra)

Will define the overall strategy and plan for communication dissemination and liaison

Validation methodology (si apre in una nuova finestra)

Describing the exact validation methodology to be used.

Innovation management report (si apre in una nuova finestra)

Presenting the progress on innovation made by the 5G-IANA consortium in terms of the initial plan.

Project management plan (si apre in una nuova finestra)

Describing the governance bodies the relevant meetings management tools as well the internal rules and procedures relating to or complementing the grant agreement and the consortium agreement and including the risk management procedures

Report on the 5G experimentation platforms integration and testing (si apre in una nuova finestra)

Providing a complete report on the 5G testbeds detailing all the implemented capabilities relevant for 5G-IANA and on the tested UCs.

Communication tools (si apre in una nuova finestra)

Providing initial dissemination target and KPIs as well as an initial list of events to carry out the dissemination activities

Brand identity and guidelines (si apre in una nuova finestra)

Will define the branding project logo font Word and PowerPoint templates graphic files visual identity and guidelines of 5GIANA

Communication tools V2 (si apre in una nuova finestra)

Update of the first version of D74Communication tools

Data management plan (si apre in una nuova finestra)

First Version Will provide an ORDP report with a complete set of guidelines including the description of the data and data management tools for accessing and using the 5GIANA data for research purposes

Data management plan V2 (si apre in una nuova finestra)

Update of the first version of D14 Data management plan

Pubblicazioni

The 5G-IANA platform: Bringing far-edge resources and ML potential to the disposal of automotive third parties (si apre in una nuova finestra)

Autori: Francesca Moscatelli; Thanos Xirofotos; Amr Rizk; Nehal Baganal-Krishna; Edoardo Bonetto; Eirini Liotou; Angelos Amditis
Pubblicato in: IEEE Future Networks Forum 2022: Symposium on 5G for Connected and Automated Mobility (IEEE FNWF'22), 12 - 14, Numero 1, 2022
Editore: IEEE Future Networks Forum 2022: Symposium on 5G for Connected and Automated Mobility (IEEE FNWF'22), 12 - 14
DOI: 10.5281/zenodo.7307986

LETHE: Combined Time-to-Live Caching and Load Balancing on the Network Data Plane (si apre in una nuova finestra)

Autori: N. Baganal-Krishna, D. Munstein and A. Rizk
Pubblicato in: IEEE 29th International Symposium on Local and Metropolitan Area Networks (LANMAN), 2023
Editore: IEEE 29th International Symposium on Local and Metropolitan Area Networks (LANMAN)
DOI: 10.1109/lanman58293.2023.10189809

TAILING: Tail Distribution Forecasting of Packet Delays Using Quantile Regression Neural Networks (si apre in una nuova finestra)

Autori: Ralf Lübben; Amr Rizk
Pubblicato in: ICC 2023 - IEEE International Conference on Communications, Numero 1, 2023
Editore: ICC 2023 - IEEE International Conference on Communications
DOI: 10.1109/icc45041.2023.10279762

Resource Allocation for Distributed Machine Learning at the (Edge-Cloud) Continuum (si apre in una nuova finestra)

Autori: Ippokratis Sartzetakis; Polyzois Soumplis; Panagiotis Pantazopoulos; Konstantinos Katsaros; Vasilis Sourlas; Emmanouel Varvarigos
Pubblicato in: IEEE International Conference on Communications (ICC): Communication, QoS, Reliability and Modeling Symposium (IEEE ICC’22 – CQRM Symposium), Numero 1, 2022
Editore: IEEE International Conference on Communications (ICC): Communication, QoS, Reliability and Modeling Symposium (IEEE ICC’22 – CQRM Symposium)
DOI: 10.5281/zenodo.6861466

On the Resource Consumption of Distributed ML (si apre in una nuova finestra)

Autori: Georgios Drainakis; Panagiotis Pantazopoulos; Konstantinos Katsaros; Vasilis Sourlas; Angelos Amditis
Pubblicato in: IEEE International Symposium on Local and Metropolitan Area Networks (IEEE LANMAN), 2021
Editore: IEEE LANMAN
DOI: 10.1109/lanman52105.2021.9478809

5G-IANA: A 5G Experimentation Platform for Intelligent Automotive Network Applications (si apre in una nuova finestra)

Autori: Vasilis Sourlas; Konstantinos Katsaros; Athanasios Xirofotos; Dimitrios Klonidis; Edoardo Bonetto; Daniele Brevi; Roberto Scopigno; Francesca Moscatelli; Markus Wimmer; Birger Haetty; Stephan Schulz; Amr Rizk; Michael Buchholz; Angelos Amditis
Pubblicato in: IEEE 5G for CAM Virtual Summit, 2021
Editore: IEEE 5G for CAM Virtual Summit,
DOI: 10.5281/zenodo.6861163

A Distributed ML Framework for Service Deployment in the 5G-based Automotive Vertical (si apre in una nuova finestra)

Autori: Vasilis Sourlas; Amr Rizk; Konstantinos Katsaros; Panagiotis Pantazopoulos; Georgios Drainakis; Angelos Amditis
Pubblicato in: The International Mediterranean Conference on Communications and Networking (IEEE MeditCom), 2021
Editore: IEEE
DOI: 10.1109/meditcom49071.2021.9647693

The 5G-IANA Automotive Open Experimentation Platform: Features and Assets at the Disposal of Third Parties (si apre in una nuova finestra)

Autori: E. Liotou, D. Klonidis, M. Andolfi, P. Schmitting, E. Bonetto, M. Wimmer, K. Katsaros, C. Ververidis
Pubblicato in: The 5G-IANA Automotive Open Experimentation Platform: Features and Assets at the Disposal of Third Parties, 2023
Editore: IEEE Future Networks World Forum (FNWF),
DOI: 10.5281/zenodo.10527322

Distributed Machine learning for Network Monitoring and predictive QoS in Automotive Applications (si apre in una nuova finestra)

Autori: Liotou, Eirini; Katsaros, Konstantinos; Giorgos Drainakis; Rizk, Amr; Baganal-Krishna, Nehal
Pubblicato in: 4th Summit on Gender Equality in Computing (GEC 2022), Numero 2, 2022
Editore: 4th Summit on Gender Equality in Computing (GEC 2022)
DOI: 10.5281/zenodo.6861579

From 5G to 6G Vision – A Connected and Automated Mobility (CAM) perspective

Autori: Software Networks 5G-PPP WG
Pubblicato in: White Paper: Software Networks 5G-PPP WG, 2022
Editore: 5G-PPP

Steering Board, Technology Board Review of the 5G PPP

Autori: Dan Warren; Mikael Fallgren; Kostas Trichias; Anastasius Gavras
Pubblicato in: 5G PPP Steering Board and the 5G PPP Technology Board, 2023
Editore: 5G PPP Steering Board and the 5G PPP Technology Board

Network Applications: Opening up 5G and beyond networks (si apre in una nuova finestra)

Autori: 5G-PPP Software Network Working Group
Pubblicato in: White Paper: 5G-PPP Software Network WG, 2022
Editore: 5G-PPP
DOI: 10.5281/zenodo.7123919

A federated learning approach to QoS forecasting in cellular vehicular communications: Approaches and empirical evidence (si apre in una nuova finestra)

Autori: Nehal Baganal-Krishna, Ralf Lbben, Eirini Liotou, Konstantinos V. Katsaros, Amr Rizk
Pubblicato in: Computer Networks, Numero 242, 2024, Pagina/e 110239, ISSN 1389-1286
Editore: Elsevier BV
DOI: 10.1016/j.comnet.2024.110239

Enabling Far-Edge Intelligent Services with Network Applications: The Automotive Case (si apre in una nuova finestra)

Autori: Konstantinos V. Katsaros; Eirini Liotou; Francesca Moscatelli; Theodoros Rokkas; Georgios Drainakis; Edoardo Bonetto; Daniele Brevi; Dimitris Klonidis; Ioannis Neokosmidis; Angelos Amditis
Pubblicato in: IEEE Internet of Things Magazine: 5 pp. 122-128 (4)., 2022, ISSN 2576-3180
Editore: IEEE Internet of Things Magazine
DOI: 10.1109/iotm.001.2200215

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