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5G Intelligent Automotive Network Applications

Rezultaty

Dissemination plan

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

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

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

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

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.

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

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

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

Publikacje

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

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

Autorzy: N. Baganal-Krishna, D. Munstein and A. Rizk
Opublikowane w: IEEE 29th International Symposium on Local and Metropolitan Area Networks (LANMAN), 2023
Wydawca: 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

Autorzy: Ralf Lübben; Amr Rizk
Opublikowane w: ICC 2023 - IEEE International Conference on Communications, Numer 1, 2023
Wydawca: ICC 2023 - IEEE International Conference on Communications
DOI: 10.1109/icc45041.2023.10279762

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

Autorzy: Ippokratis Sartzetakis; Polyzois Soumplis; Panagiotis Pantazopoulos; Konstantinos Katsaros; Vasilis Sourlas; Emmanouel Varvarigos
Opublikowane w: IEEE International Conference on Communications (ICC): Communication, QoS, Reliability and Modeling Symposium (IEEE ICC’22 – CQRM Symposium), Numer 1, 2022
Wydawca: 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

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

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

Autorzy: 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
Opublikowane w: IEEE 5G for CAM Virtual Summit, 2021
Wydawca: IEEE 5G for CAM Virtual Summit,
DOI: 10.5281/zenodo.6861163

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

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

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

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

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

Autorzy: Liotou, Eirini; Katsaros, Konstantinos; Giorgos Drainakis; Rizk, Amr; Baganal-Krishna, Nehal
Opublikowane w: 4th Summit on Gender Equality in Computing (GEC 2022), Numer 2, 2022
Wydawca: 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

Autorzy: Software Networks 5G-PPP WG
Opublikowane w: White Paper: Software Networks 5G-PPP WG, 2022
Wydawca: 5G-PPP

Steering Board, Technology Board Review of the 5G PPP

Autorzy: Dan Warren; Mikael Fallgren; Kostas Trichias; Anastasius Gavras
Opublikowane w: 5G PPP Steering Board and the 5G PPP Technology Board, 2023
Wydawca: 5G PPP Steering Board and the 5G PPP Technology Board

White Paper - Network Applications: Opening up 5G and Beyond networks

Autorzy: Bessem Sayadi, Chia-Yu Chang, Christos Tranoris, Marius Iordache, Eirini Liotou, Matteo Andolfi, Theodoros Rokkas, Hamzeh Khalili, Ioannis Tomkos, Nikolaos Kanakaris, Qi Wang, Jose M. Alcaraz Calero, Dimitrios Klonidis, Guillermo Gomez, Andres Cardenas Cordova, Regel G. Usach, David Artunedo, Harilaos Koumaras, George Makropoulos, Dimitris Tsolkas, Josep Martrat, Thanos Xirofotos
Opublikowane w: Software Networks 5G-PPP WG, 2023
Wydawca: Software Networks 5G-PPP WG

Network Applications: Opening up 5G and beyond networks

Autorzy: 5G-PPP Software Network Working Group
Opublikowane w: White Paper: 5G-PPP Software Network WG, 2022
Wydawca: 5G-PPP
DOI: 10.5281/zenodo.7123919

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

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

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