5G-INDUCE

Outcomes

Public Deliverables

# Deliverable No. - Title Download
1D2.1 - 5G platform design and requirements in support of Industrial sector NetApps
2D2.2 - Targeted use cases and NetApp related requirements
3D2.3 - 5G technology and strategic investment sectors in Industry 4.0
4D3.6 - The 5G-INDUCE orchestration framework platform
5D5.2 - Description of the Experimentation Facilities
6D7.2 - Data Management Plan
7D7.3 - Dissemination, communication and standardization activities - Version a
8D7.4 - Dissemination, communication and standardization activities - Version b

Publications

# Authors Publication Download
1R. Bolla, R. Bruschi, F. Davoli, C. Lombardo, J. F. Pajo, B. Siccardi
Publication in Conference proceedings / Workshop
"Machine-Learning-Based 5G Network Function Scaling via Black- and White-Box KPIs"
Proc. 21st Mediterranean Communication and Computer Networking Conference (MedComNet), Ponza, Italy, June 2023, p. 143-150, IEEE, Piscataway, NJ, USA, 2023
2Etienne-Victor Depasquale, Franco Davoli, Humaira Rajput
Article in Journal
"Dynamics of Research into Modeling the Power Consumption of Virtual Entities Used in the Telco Cloud"
MDPI Sensors, vol. 23, no.1, art. 255, Jan. 2023, p. 1-69, MDPI, Basel, Switzerland, 2023
3R. Bolla, R. Bruschi, F. Davoli, L. Ivaldi, C. Lombardo, B. Siccardi
Publication in Conference proceedings / Workshop
"An AI Framework for Fostering 6G towards Energy Efficiency"
Proc. 61st FITCE International Congress "Future Telecommunications: Infrastructure and Sustainability" - Special Session 2 Intelligence at the Network Edge, Rome, Italy, Sept. 2022, p. 1-6, IEEE, Piscatawy, NJ, 2022
4F. Davoli, M. Marchese, F. Patrone
Article in Journal
"Flow Assignment and Processing on a Distributed Edge Computing Platform"
IEEE Transactions on Vehicular Technology, vol. 71, no. 8, Aug. 2022, p. pp. 8783-8795, IEEE, Piscataway, NJ, USA, 2022
5R. Bolla, R. Bruschi, C. Lombardo, F. Davoli, J. F. Pajo
Article in Journal
"Multi-site resource allocation in a QoS-aware 5G infrastructure"
IEEE Transactions on Network and Service Management, vol. 19, no. 3, Sept. 2022, p. pp. 2034-2047, IEEE, Piscataway, NJ, USA, 2022
6S. Giannakidou (K3Y), P. Radoglou-Grammatikis (K3Y), S. Koussouris (Suite5), M. Pertselakis (Suite5), N. Kanakaris (PPC), A. Lekidis (PPC), K. Kaltakis (8Bells), M. Koidou, C. Metallidou, K. Psannis, S. Goudos, P. Sarigiannidis
Publication in Conference proceedings / Workshop
"5G-Enabled NetApp for Predictive Maintenance in Critical Infrastructures"
5th World Symposium on Communication Engineering (WSCE 2022), 16-18 Sept. 2022 , IEEE, Nagoya, Japan, 2022
7R. Ušaj, R. Sušnik, L.Koršič, J. Sterle (all ININ)
Publication in Conference proceedings / Workshop
"Collecting mobile network radio parameters using consumer CPE modem"
Proceedings of the 31st International Electrotechnical and Computer Science Conference ERK 2022, 19-20 Sept. 2022, p. 123-126, IEEE Slovenia section, Portorož, Slovenia, 2022
8G. Golcarenarenji, I. Martinez-Alpiste, Q. Wang, J. M. Alcaraz Calero
Article in Journal
"Illumination-aware image fusion for around-the-clock human detection in adverse environments from Unmanned Aerial Vehicle"
Expert Systems with Applications, Volume 204, Elsevier, Amsterdam, Netherlands, 2022
9Raffaele Bolla, Roberto Bruschi, Alessandro Carrega, Franco Davoli, Chiara Lombardo
Publication in Conference proceedings / Workshop
"Trading off Power Consumption and Delay in the Execution of Network Functions by Dynamic Activation of Processing Units"
2022 1st International Workshop on Network Energy Efficiency in the Softwarization Era, in conjunction with IEEE NetSoft 2022, Milan, Italy, June 2022, p. 1-6, IEEE, Piscataway, NJ, USA, 2022
10Alireza Mohammadpour, Chiara Lombardo, Raffaele Bolla, Roberto Bruschi, Franco Davoli, Lorenzo Ivaldi
Publication in Conference proceedings / Workshop
"A Zero-Touch as-a-Service Active Monitoring Framework for Virtualized Network Environments"
2022 4th International Workshop on Performance Evaluation of Next Generation Virtualized Environments and Software-Defined Networks, in conjunction with IEEE NetSoft 2022, Milan, Italy, June 2022, p. 103-108, IEEE, Piscataway, NJ, USA, 2022
11A. Fernández Sierra, R. Lozano, I. Ibáñez, D. Gomez-Barquero, M. Lorenzo and M. Fuentes
Article in Journal
"5G-enabled AGVs for industrial and logistics environments"
Waves Magazine, 2021, p. 5-11, iTEAM, Universitat Politecnica de Valencia, Valencia, Spain, 2021
12Th. Lagkas, D. Klonidis, P. Sarigiannidis, I. Tomkos
Article in Journal
"Optimized Joint Allocation of Radio, Optical, and MEC Resources for the 5G and Beyond"
IEEE Transactions on Network and Service Management , July 2021, IEEE, New York, NY, USA, 2021
13I. Martinez-Alpiste, G. Golcarenarenji, Q. Wang, J. Alcaraz Calero
Article in Journal
"Smartphone-based real-time object recognition architecture for portable and constrained systems"
Journal of Real-Time Image Processing, Springer, Germany, 2021
14Jane Frances Pajo, George Kousiouris, Dimosthenis Kyriazis, Roberto Bruschi, Franco Davoli
Publication in Conference proceedings / Workshop
"Evaluating Urban Network Activity Hotspots through Granular Cluster Analysis of Spatio-Temporal Data"
17th International Conference on Network and Service Management (CNSM 2021), Izmir, Turkey, Oct. 2021, IFIP, Online, 2021
(Virtual event)
15R. Bolla, R. Bruschi, K, Burow, F. Davoli, Z. Ghrairi, P. Gouvas, C. Lombardo, J. F. Pajo, A. Zafeiropoulos
Publication in Conference proceedings / Workshop
"From cloud-native to 5G-ready vertical applications: An industry 4.0 use case"
Proc. IEEE Intern. Conf. on High Performance Switching and Routing (HPSR), Paris, France, June 2021, IEEE, USA, 2021
(Virtual event)
16J. F. Pajo, G. Kousiouris, D. Kyriazis, R. Bruschi, F. Davoli
Article in Journal
"ANNs going beyond time series forecasting: An urban network perspective"
IEEE Communications Magazine, vol. 59, no. 5, May 2021, p. 88-94, IEEE, USA, 2021

Communication & Dissemination

# Dissemination/Communication activity and contribution Date Location Download
1Exhibition
5G-INDUCE Booth at the IEEE ICC 2023 in Rome

Booth
Organized by Franco Davoli (CNIT) and Chiara Lombardo (CNIT) on behalf of the 5G-INDUCE Consortium
28/5/2023Rome, Italy
2Participation to a Conference
The 5th World Symposium on Communication Engineering (WSCE 2022)

Paper presentation
5G-Enabled NetApp for Predictive Maintenance in Critical Infrastructures

S. Giannakidou (K3Y), P. Radoglou-Grammatikis (K3Y), S. Koussouris (Suite5), M. Pertselakis (Suite5), N. Kanakaris (PPC), A. Lekidis (PPC), K. Kaltakis (8Bells), M. Koidou, C. Metallidou, K. Psannis, S. Goudos, P. Sarigiannidis

Winner of best oral presentation
16/09/2022Nagoya University, Japan
3Participation to a Conference
31th International Electrotechnical and Computer Science Conference

Paper presentation
Collecting mobile network radio parameters using consumer CPE modem

R. Ušaj, R. Sušnik, L.Koršič, J. Sterle (all ININ)
19/09/2022Portorož, Slovenia
4Exhibition
The MRT/SAR Drone Show 2022

Participation and promotion of the 5G-INDUCE drone-based NetApps
UWS

https://www.eventbrite.com/e/mrt-sar-drone-show-29th-april-2022-from-edinburgh-drone-company-tickets-314746935557
29/04/2022Edinburgh, UK
5Participation to a Conference
The 30th International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2022)

Paper presentation
NetApps Approach for Accelerating Vertical Adoption of 5G Networks: A UAV Case

I. Martinez-Alpiste (UWS), G. Golcarenarenji (UWS), D. Klonidis (UBITECH), J. M. Alcaraz Calero (UWS), Q. Wang (UWS)
22/09/2022Split, Croatia
6Other
UWS-UV dissemination and research seminar

Face-to-face discussions
UWS, University of Valencia (UV)
15/07/2022Paisley, UK
7Participation to a Conference
LOGISTICS CONFERENCES (LOGI.C 2022) – Urban Connected Supply Chains

Presentation, Participant Panel and Booth
Last Mile Delivery Solutions​

S.Vlachos (iLink)
24/06/2022Athens, Greece and Online
8Participation to an Event other than a Conference or a Workshop
"Organization and execution of a transport project in a complex and subversive environment" webinar

Dynamic Routing - Redesign the last mile

P.Zikos (iLink)
10/06/2022Online
9Participation to a Conference
"Managing for Green: Management for sustainable and energy-efficient networks" at 2022 IEEE/IFIP Network Operations and Management Symposium (NOMS 2022), Budapest, Hungary, April 2022

Panel discussion – https://noms2022.ieee-noms.org/program/panel-discussions
F. Davoli
April 26, 2022Budapest, Hungary
10Participation to a Conference
V5G Days - Valencia 2022

Presentation
Automatización e Innovación en procesos industriales de Ford, en Valencia

Manuel Lorenzo - Head of Technology & Innovation, Ericsson Spain.

https://www.youtube.com/watch?v=EQywuLO_Vjs&t=5979s
30/05/2022Valencia
11Participation to a Conference
25th Seminar on Radio Communications

Paper presentation
Testing and optimizing 5G for industrial verticals

R Susnik, J Sterle, L Korsic (all ININ)

The presentation has been published in the proceedings of 25th Seminar on Radio Communications.
02/02/2022Ljubljana, Slovenia + Online
12Participation to a Conference
FITCE Technology Forum – Chania 2022

Presentation
5G infrastructures for Non-Public Networks: The case of 5G-INDUCE project

Manuel Lorenzo - Head of Technology & Innovation, Ericsson Spain.
03/06/2022Chania, Greece
13Participation to a Conference
7th ITS Hellas Conference

5G-Induce, indoors Crossroads collision avoidance

P. Zikos (iLink)
08/12/2021Athens, Greece and Online
14Exhibition
Supply Chain Logistics & CARGO TRUCK & VAN EXPO 2021

PowerFleet Dynamic Routing

P. Zikos (ILink)
02/10/2021Greece
15Participation to a Conference
Infocom Mobile Connected World 2021

Possible Synergies of Blockchain & 5G​: the BiAM (Blockchain in Asset Maintenance)​

P. Zikos (iLink)
23/06/2021Online
16Participation to a Conference
Athens Summit '21 for Industry 4.0 digital conference

Smart Logistics in Last Mile Delivery

P. Zikos (iLink)
18/03/2021Online
17Press release
5G-INDUCE – Predictive Maintenance

K3Y
09/12/2021Online
18Press release
5G set to transform Ford's factory in Valencia with automotive industrial innovation

ERICSSON
08/02/2021Online
19Participation to a Workshop
3rd Vision of Future Communications Summit

Presentation
Toward 6G Network Management and Control in Industrial IoT

F. Davoli
24/11/2021Lisbon, Portugal
20Press release
5G will transform the Ford factory in Valencia by applying industrial innovation to the automotive sector

ERICSSON
10/02/2021Online
21Press release
Transformation Ford Factory: ASTI Mobile Robotics implements 5G

ERICSSON
09/02/2021Online
22Press release
5G will transform the Ford factory in Valencia applying industrial innovation to the automotive sector

ERICSSON
12/01/2021Online
23Press release
Fivecomm joins 5tonic for the integration and validation of their 5g modem

ERICSSON
24/02/2021Online
24Participation to a Workshop
Infocom World Conference 2021: Scientific Section "More than 5G!"

Presentation
5G Networks in Industry 4.0: 5G-INDUCE and VITAL-5G Use Cases

C. Lessi (OTE), S. Androulidakis (OTE)
26/11/2021Online
25Press release
Ford engine production to benefit from Ericsson connectivity in pilot EU initiative

ERICSSON
08/02/2021Madrid, Spain
26Participation to a Conference
IEEE 22nd International Conference on High Performance Switching and Routing (HPSR)

Paper presentation
From Cloud-Native to 5G-Ready Vertical Applications: An Industry 4.0 Use Case

C. Lombardo (CNIT)

Virtual event
07/06/2021Paris, France
27Participation to a Workshop
Workshop 6 at EuCNC/6G Summit “5G Private Networks”

Presentation
5G-enabled AGVs for NPN Production Lines in Manufacturing

M. Fuentes (Fivecomm)
08/06/2021Online
28Participation to a Conference
2021 IEEE Internat. Conf. on Communications, Computing, Cybersecurity and Informatics (CCCI 2021)

Invited Keynote Speech
Mobile Applications in 5G and Beyond – Orchestration, Performance Management and Energy Efficiency

F. Davoli

Virtual event
15/10/2021Beijing, China
29Participation to an Event other than a Conference or a Workshop
5G-PPP Software Networks WG Virtual Meeting

Invited Talk
5G-INDUCE Project Overview

Q. Wang (UWS), J. M. Alcaraz Calero (UWS), D. Klonidis (Ubitech), T. Xirofotos (Ubitech)
21/07/2021Online
30Participation to an Event other than a Conference or a Workshop
5G-PPP Software Networks WG Virtual Meeting

Invited Talk
5G INDUCE NetApp Orchestration Introduction

Q. Wang (UWS), J. Alcaraz-Calero (UWS), and T. Xirofotos (Ubitech)
07/07/2021Online
31Participation to an Event other than a Conference or a Workshop
The 1st Virtual Plenary Meeting of ITU-T Focus Group on Autonomous Networks (FG-AN)

Invited Talk
Autonomous Network Management for 5G and Beyond Services and Vertical Applications

Q. Wang and J. M. Alcaraz Calero (UWS)

Participating organizations include ITU/TSB, ETSI ZSM, ETSI AFI, NGMN Alliance, TM Forum, IRTF, Ministry of Communications India, Department for Digital, Culture, Media & Sport (DCMS) UK, etc.
02/02/2021Online
32Participation to an Event other than a Conference or a Workshop
The 5th Virtual Plenary Meeting of ITU-T Focus Group on Autonomous Networks (FG-AN)

Invited Talk
Intelligent Network Applications (NetApps) over 5G and Beyond Networks

Q. Wang and J. M. Alcaraz Calero (UWS)

UWS presented "Intelligent Network Applications (NetApps) over 5G and Beyond Networks" [ITU-AN-I-156], highlighting Machine Learning based industrial use cases and the 5G-INDUCE overall architecture
03/11/2021Online
33Participation to an Event other than a Conference or a Workshop
The 2nd Virtual Plenary Meeting of ITU-T Focus Group on Autonomous Networks (FG-AN)

Invited Talk
Autonomous Network Management for 5G and Beyond Services and Vertical Applications: Case Studies

Q. Wang and J. M. Alcaraz Calero (UWS)
13/04/2021Online
34Participation to a Workshop
Workshop 8 at EuCNC/6G Summit “From 5G to 6G Automated and Intelligent SecuriTy: FAST”, Porto, Portugal (virtual event)

Paper presentation
5G-INDUCE – A NetApp orchestration platform enabling on-demand deployment of security services

D. Klonidis, F. Davoli, N. Sgouros, G. Amponis, G. Katsikas1, T. Xirofotos, R. Bruschi, C. Lombardo, I. Giannoulakis, E. Kafetzakis, P. Gouvas
08/06/2021Porto, Portugal
35Participation in activities organized jointly with other H2020 projects
5GPPP webinar on ICT-41 projects

Presentation
5G-INDUCE: Project Overview

Dimitrios Klonidis
05/02/2021Online
36Participation to a Conference
6TH ITS HELLAS DIGITAL CONFRENCE

5G INDUCE

P. Zikos (iLink)
14/12/2020Online