5G Intelligent Automotive Network Applications

Projektinformationen

5G-IANA

ID Finanzhilfevereinbarung: 101016427

DOI

10.3030/101016427

Projekt abgeschlossen

EK-Unterschriftsdatum 16 Dezember 2020

Startdatum 1 Juni 2021

Enddatum 30 November 2024

Finanziert unter

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

Gesamtkosten

€ 7 628 439,89

EU-Beitrag

€ 5 999 969,00

Koordiniert durch

EREVNITIKO PANEPISTIMIAKO INSTITOUTO SYSTIMATON EPIKOINONION KAI YPOLOGISTON
Greece

CORDIS bietet Links zu öffentlichen Ergebnissen und Veröffentlichungen von HORIZONT-Projekten.

Links zu Ergebnissen und Veröffentlichungen von RP7-Projekten sowie Links zu einigen Typen spezifischer Ergebnisse wie Datensätzen und Software werden dynamisch von OpenAIRE abgerufen.

Leistungen

Documents, reports (23)

Dissemination plan

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

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

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

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

Update of the first version of D72Communication strategy and plan

Standardisation activities, EU policies and regulations recommendations

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

Market analysis and initial business models

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

Reporting the final exploitation strategy and results.

Final report on 5G-IANA NetApp Toolkit and VNFs Repository development

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

Presenting the project plan for dealing with innovation

Specifications of the 5G-IANA architecture

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

Reporting the final exploitation strategy and results.

5G-IANA micro-projects integration report

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

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

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

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

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

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

Communication strategy and plan

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

Validation methodology

Describing the exact validation methodology to be used.

Innovation management report

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

Project management plan

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

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

Websites, patent fillings, videos etc. (3)

Communication tools

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

Brand identity and guidelines

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

Communication tools V2

Update of the first version of D74Communication tools

Open Research Data Pilot (2)

Data management plan

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

Update of the first version of D14 Data management plan

Veröffentlichungen

Conference proceedings (9)

The 5G-IANA platform: Bringing far-edge resources and ML potential to the disposal of automotive third parties

Autoren: Francesca Moscatelli; Thanos Xirofotos; Amr Rizk; Nehal Baganal-Krishna; Edoardo Bonetto; Eirini Liotou; Angelos Amditis
Veröffentlicht in: IEEE Future Networks Forum 2022: Symposium on 5G for Connected and Automated Mobility (IEEE FNWF'22), 12 - 14, Ausgabe 1, 2022
Herausgeber: 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

Autoren: N. Baganal-Krishna, D. Munstein and A. Rizk
Veröffentlicht in: IEEE 29th International Symposium on Local and Metropolitan Area Networks (LANMAN), 2023
Herausgeber: 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

Autoren: Ralf Lübben; Amr Rizk
Veröffentlicht in: ICC 2023 - IEEE International Conference on Communications, Ausgabe 1, 2023
Herausgeber: ICC 2023 - IEEE International Conference on Communications
DOI: 10.1109/icc45041.2023.10279762

Resource Allocation for Distributed Machine Learning at the (Edge-Cloud) Continuum

Autoren: Ippokratis Sartzetakis; Polyzois Soumplis; Panagiotis Pantazopoulos; Konstantinos Katsaros; Vasilis Sourlas; Emmanouel Varvarigos
Veröffentlicht in: IEEE International Conference on Communications (ICC): Communication, QoS, Reliability and Modeling Symposium (IEEE ICC’22 – CQRM Symposium), Ausgabe 1, 2022
Herausgeber: 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

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

5G-IANA: A 5G Experimentation Platform for Intelligent Automotive Network Applications

Autoren: 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
Veröffentlicht in: IEEE 5G for CAM Virtual Summit, 2021
Herausgeber: IEEE 5G for CAM Virtual Summit,
DOI: 10.5281/zenodo.6861163

A Distributed ML Framework for Service Deployment in the 5G-based Automotive Vertical

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

The 5G-IANA Automotive Open Experimentation Platform: Features and Assets at the Disposal of Third Parties

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

Distributed Machine learning for Network Monitoring and predictive QoS in Automotive Applications

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

Other (3)

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

Autoren: Software Networks 5G-PPP WG
Veröffentlicht in: White Paper: Software Networks 5G-PPP WG, 2022
Herausgeber: 5G-PPP

Steering Board, Technology Board Review of the 5G PPP

Autoren: Dan Warren; Mikael Fallgren; Kostas Trichias; Anastasius Gavras
Veröffentlicht in: 5G PPP Steering Board and the 5G PPP Technology Board, 2023
Herausgeber: 5G PPP Steering Board and the 5G PPP Technology Board

Network Applications: Opening up 5G and beyond networks

Autoren: 5G-PPP Software Network Working Group
Veröffentlicht in: White Paper: 5G-PPP Software Network WG, 2022
Herausgeber: 5G-PPP
DOI: 10.5281/zenodo.7123919

Peer reviewed articles (2)

A federated learning approach to QoS forecasting in cellular vehicular communications: Approaches and empirical evidence

Autoren: Nehal Baganal-Krishna, Ralf Lbben, Eirini Liotou, Konstantinos V. Katsaros, Amr Rizk
Veröffentlicht in: Computer Networks, Ausgabe 242, 2024, Seite(n) 110239, ISSN 1389-1286
Herausgeber: Elsevier BV
DOI: 10.1016/j.comnet.2024.110239

Enabling Far-Edge Intelligent Services with Network Applications: The Automotive Case

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