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5G-DIVE: eDge Intelligence for Vertical Experimentation


KPI and performance evaluation of 5G-DIVE platform in vertical field trials

This deliverable provides the results of the field trials considering the different technical and business KPIs identified by WP1 The learnings of this deliverable are fed to WP1 for the final evaluation of the 5G benefits for each use case

Results of initial validation campaign of vertical use cases

This deliverable reports on the pre-commercial proof of concepts, the related experimentation and evaluation activities, of the validation campaign performed in partner’s laboratories.

Definition and setup of vertical trial sites

This deliverable provides a description of the end to end trial sites for the two major use cases to support the vertical applications as well as the integration aspects from each developed trial site.

5G-DIVE final architecture

This deliverable focuses on the complete version of the 5GDIVE architecture detailing the architectural components and functions defining the DEEP platform and its integration with the 5GCORAL architecture

Communication, Dissemination, and Exploitation achievements through the project, exploitation plan after the end of the project and assessment of the contribution of 5G-DIVE in support of 5G

This final deliverable reports the achievements of WP4 during the project lifetime and presents an update of the Communication Dissemination and Exploitation Plan CoDEP which focuses on the actions after the finalization of the project It also reports from the exploitation workshop

5G-DIVE architecture and detailed analysis of vertical use cases

This deliverable includes a first version of the architecture design and the details analysis of the functional, business and technical requirements.

Y1 CoDEP including standardization plan

Report on the initial CoDEP Plan and the roadmap for the coordinated standardization activities

Project portal and communication channels

Set-up of project portal and communication channels, such as social media (e.g., YouTube, Twitter, LinkedIn, etc.) and international magazines (e.g., RCR Wireless, NetworkWorld).

5G-DIVE techno-economic Analysis

This deliverable provides a Techno-economic analysis of the platform tailored for the use cases defined in Section

5G-DIVE innovations specification

This deliverable defines the initial set of components and algorithms of the devised innovations. It is complemented with the initial implementation, provided in D2.2.

Final specification of 5G-DIVE innovations

This deliverable contains the final design of the modules and algorithms of the innovations of the project It is complemented with the initial implementation provided in D24

Conclusions on vertical oriented 5G field trials and future outlook

This deliverable concludes the work in the project and provides the final conclusions on how the 5GDIVE platform can provide benefit to the vertical use cases studied This deliverable also includes information on possible way forward towards future exploitation of the platform innovations

Final project report

This deliverable summarizes the project activities and achievements throughout the entire duration of the project

D4.2 a: Achievements of Y1 and updated CoDEP for Y2 including standardization plan

This deliverable reports the achievements of WP4 during the first year and presents an update of the Communication, Dissemination, and Exploitation Plan (CoDEP) after the initial phase of the project.


Fog-Enabled Scalable C-V2X Architecture for Distributed 5G and Beyond Applications

Author(s): Ioannis Sarrigiannis, Luis M. Contreras, Kostas Ramantas, Angelos Antonopoulos, Christos Verikoukis
Published in: IEEE Network, 34/5, 2020, Page(s) 120-126, ISSN 0890-8044
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mnet.111.2000476

Dissecting the Impact of Information and Communication Technologies on Digital Twins as a Service

Author(s): Milan Groshev, Carlos Guimarães, Antonio de la Oliva, Robert Gazda
Published in: IEEE Access, 2021, Page(s) 102862 - 102876, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3098109

Support for availability attributes in network slices in GANSO

Author(s): Carlos Guimarães, Antonio Oliva, Luis M. Contreras Murillo
Published in: Internet Technology Letters, 2021, ISSN 2476-1508
Publisher: Wiley Online Library
DOI: 10.1002/itl2.295

Stateless Flow-Zone Switching Using Software-Defined Addressing

Author(s): Sergio Gonzalez-Diaz, Roger Marks, Elisa Rojas, Antonio de la Oliva, Robert Gazda
Published in: IEEE Access, 9, 2021, Page(s) 68343-68365, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3077955

Delay and reliability-constrained VNF placement on mobile and volatile 5G infrastructure

Author(s): Balazs Nemeth, Nuria Molner, Jorge Martinperez, Carlos J. Bernardos, Antonio De la Oliva, Balazs Sonkoly
Published in: IEEE Transactions on Mobile Computing, 2021, Page(s) 1-1, ISSN 1536-1233
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tmc.2021.3055426

Managing the far-Edge: are today's centralized solutions a good fit?

Author(s): Baldoni, Gabriele; Cominardi, Luca; Groshev, Milan; Oliva Delgado, Antonio de la; Corsaro, Angelo
Published in: IEEE Consumer Electronics Magazine, 2021, ISSN 2162-2256
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/mce.2021.3082503

The FlyZone Testbed Architecture for Aerial Drone Applications

Author(s): Mikhail Afanasov, Luca Mottola
Published in: GetMobile: Mobile Computing and Communications, 24/1, 2020, Page(s) 16-22, ISSN 2375-0529
Publisher: Association for Computer Machinery
DOI: 10.1145/3417084.3417088

Architecture for integrating vertical customer’s programmability control of network functions and connectivity in a slice-as-a-service schema

Author(s): Luis M. Contreras, Samier Barguil, Ricard Vilalta, Victor López
Published in: EURASIP Journal on Wireless Communications and Networking, 2021/1, 2021, Page(s) 4-16, ISSN 1687-1499
Publisher: Springer Open
DOI: 10.1186/s13638-021-01992-6

Enabling Mobile Service Continuity across Orchestrated Edge Networks

Author(s): Osamah Ibrahiem, Li-Chun Wang, Shahzoob Bilal Chundrigar, Kuei-Li Huang
Published in: IEEE Transactions on Network Science and Engineering, 2019, Page(s) 1-1, ISSN 2327-4697
Publisher: IEEE Computer Society
DOI: 10.1109/tnse.2019.2953129

Adaptive Telemetry for Software-Defined Mobile Networks

Author(s): Luca Cominardi, Sergio Gonzalez-Diaz, Antonio de la Oliva, Carlos J. Bernardos
Published in: Journal of Network and Systems Management, 28/3, 2020, Page(s) 660-692, ISSN 1064-7570
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10922-020-09524-1

Overview of Architectural Alternatives for the Integration of ETSI MEC Environments from Different Administrative Domains

Author(s): Luis M. Contreras, Carlos J. Bernardos
Published in: Electronics, 2020, ISSN 2079-9292
Publisher: MDPI
DOI: 10.3390/electronics9091392

MEC Support for Network Slicing: Status and Limitations from a Standardization Viewpoint

Author(s): Luca Cominardi, Thomas Deiss, Miltiadis Filippou, Vincenzo Sciancalepore, Fabio Giust, Dario Sabella
Published in: IEEE Communications Standards Magazine, 4/2, 2020, Page(s) 22-30, ISSN 2471-2825
Publisher: IEEE
DOI: 10.1109/mcomstd.001.1900046

On Slice Isolation Options in the Transport Network and Associated Feasibility Indicators

Author(s): L.M. Contreras, J. Ordonez-Lucena
Published in: 2021 IEEE 7th International Conference on Network Softwarization (NetSoft), 2021
Publisher: IEEE

DLT federation for Edge robotics

Author(s): Kiril Antevski, Milan Groshev, Gabriele Baldoni, Carlos J. Bernardos
Published in: NFV-SDN'20, 2020
Publisher: IEEE

5G-DIVE: eDge Intelligence for Vertical Experimentation

Author(s): Guimarães, Carlos; Oliva Delgado, Antonio de la; Azcorra Saloña, Arturo
Published in: Global Experimentation for Future Internet (GEFI) 2019 Workshop, 6, 2019
Publisher: GEFI Meeting

EagleEYE: Aerial Edge-enabled Disaster Relief Response System

Author(s): Muhammad Febrian Ardiansyah, Timothy William, Osamah Ibrahiem Abdullaziz, Li-Chun Wang, Po-Lung Tien, Maria C. Yuang
Published in: 2020 European Conference on Networks and Communications (EuCNC), 2020, Page(s) 321-325, ISBN 978-1-7281-4355-2
Publisher: IEEE
DOI: 10.1109/eucnc48522.2020.9200963

Demo: Assessing the need for 5G driven Edge and Fog solution for Digital Twin systems

Author(s): Milan Groshev and Carlos Guimarães
Published in: ACM WiNTECH 2020, 2020
Publisher: Association For Computing Machinery

Data collection and utilization framework for edge AI applications

Author(s): Rexha, Hergys; Lafond, Sébastien
Published in: IEEE/ACM 1st Workshop on AI Engineering - Software Engineering for AI (WAIN), 2021
Publisher: IEEE
DOI: 10.1109/wain52551.2021.00023

Assessing the need for 5G driven Edge and Fog solution for Digital Twin systems

Author(s): Milan Groshev, Carlos Guimarães
Published in: Proceedings of the 14th International Workshop on Wireless Network Testbeds, Experimental evaluation & Characterization, 2020, Page(s) 126-127, ISBN 9781450380829
Publisher: ACM
DOI: 10.1145/3411276.3414697

5G-DIVE: eDge Intelligence for Vertical Experimentation

Author(s): Carlos Guimarães, Antonio de la Oliva, Arturo Azcorra
Published in: 2019
Publisher: Global Experimentation for Future Internet (GEFI) 2019 Workshop

Towards Very Low-Power Mobile Terminals through Optimized Computational Offloading

Author(s): Hergys Rexha, Sebastien Lafond, Jani-Pekka Kainulainen, Giovanni Rigazzi
Published in: 2020 IEEE International Conference on Communications Workshops (ICC Workshops), 7-11 June 2020, 2020, ISBN 978-1-7281-7440-2
Publisher: IEEE

Multi-Radio Access Technology IoT Gateway

Author(s): Saptarshi Hazra, Thiemo Voigt, Bengt Ahlgren, Chenguang Lu, Daniel Cederholm, Gyanesh Patra
Published in: International Conference on Embedded Wireless Systems and Networks (EWSN), 2020
Publisher: Association for Computer Machinery

Computing at the Edge: But, what Edge?

Author(s): Luis M. Contreras, Javier Baliosian, Pedro Martinez-Julia, Joan Serrat
Published in: IEEE/IFIP Network Operations and Management Symposium (NOMS), 2020, ISBN 978-1-7281-4973-8
Publisher: IEEE

GANSO: Automate Network Slicing at the Transport Network Interconnecting the Edge

Author(s): José Takeru Infiesta, Carlos Guimarães, Luis M. Contreras, Antonio de la Oliva
Published in: NFV-SDN'20 Workshop on Mobility Support in Slice-based Network Control for Heterogeneous Environments (MOBISLICE III), 2020
Publisher: IEEE

An Intelligent Edge-based Digital Twin for Robotics

Author(s): Luigi Girletti, Milan Groshev, Carlos Guimaraes, Carlos J. Bernardos, Antonio de la Oliva
Published in: 2020 IEEE Globecom Workshops (GC Wkshps, 2020, Page(s) 1-6, ISBN 978-1-7281-7307-8
Publisher: IEEE
DOI: 10.1109/gcwkshps50303.2020.9367549

PLIO: Physical Layer Identification using One-shot Learning

Author(s): Hazra, Saptarshi; Voigt, Thiemo; Yan, Wenqing
Published in: IEEE 18th International Conference on Mobile Ad Hoc and Smart Systems MASS 2021, 2021, ISBN 978-1-6654-4935-9
Publisher: IEEE
DOI: 10.1109/mass52906.2021.00050

Demo: AIML-as-a-Service for SLA management of a Digital Twin Virtual Network Service

Author(s): Baranda, Jorge; Mangues-Bafalluy, Josep; Zeydan, Engin; Casetti, C.; Chiasserini, C.F.; Malinverno, M.; Puligheddu, C.; Groshev, M.; Guimaraes, C.; Tomakh, K.; Kucherenko, D.; Kolodiazhnyi, O.;
Published in: Proceedings of the International Conference on Computer Communications (IEEE INFOCOM), 0-13 May 2021, 2021
DOI: 10.5281/zenodo.4742619

OpenFlowMon: A Fully Distributed Monitoring Framework for Virtualized Environments

Author(s): Antonio Cobos, Carlos Guimarães, Antonio de la Oliva and Aitor Zabala
Published in: 2021 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2021, ISBN 978-1-6654-3983-1
Publisher: IEEE
DOI: 10.1109/nfv-sdn53031.2021.9665014

COTORRA: Context-Aware testbed for robotic applications

Author(s): Groshev, Milan; Martín Pérez, Jorge; Antevski, Kiril; Oliva Delgado, Antonio de la; Bernardos Cano, Carlos Jesús
Published in: MobileServerless’21 – 1st Workshop on Serverless mobile networking for 6G Communications, 2021, ISBN 978-1-4503-8603-6
Publisher: Association for Computing Machinery (ACM)
DOI: 10.1145/3469263.3469857