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5G-enabled Growth in Vertical Industries

Deliverables

First periodic report of the project

This report constitutes the non-financial part of the Periodic Report to be delivered two months after the end of the period (M20).

Project handbook

Set-up of management procedures and documentation handbook.

Initial design of 5G End-to-End Service Platform

This deliverable will present the gap analysis made over 5G-TRANSFORMER and other 5G systems in terms of functional and technical requirements to satisfy 5Growth use cases. This deliverable will use 5G-TRANSFORMER system design as a baseline, including vertical slicer, service orchestrator, resource layer and interfaces among them, to propose an initial 5G end-to-end system design that incorporate functional and technical innovations (e.g. algorithms, new functional blocks and interfaces).

Specification of ICT17 in-house deployment

Deliverable containing the technical solution for an in-house business validation of the vertical use cases.

Techno-economic analysis and business model validation methodology

Development of a techno-economic analysis focused on the defined business models and identification of the methodology that will be used to validate the business model.

Communication, Dissemination, and Exploitation achievements of Y1 and plan for Y2

This deliverable will report the achievements of WP5 during the first year and will present an update of the Communication, Dissemination, and Exploitation Plan (CoDEP) after the initial phase of the project.

Initial Communication, Dissemination, and Exploitation Plan (CoDEP) draft including Standardization roadmap

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

Service and core KPI specification

Definition of service and core KPIs, and their relationships.

ICT-17 facilities Gap analysis

Deliverable of the result of the gap analysis with the ICT-17 platforms

Business model design

Revision of the technical and functional requirements and designing the business models from different stakeholders in the framework of the 5Growth Project.

Verification methodology and tool design

Measurement and data collection methodologies and tools. Report on initial results in ICT-17 premises

Plan for Pilot deployments

Document explaining the step by step approach to the deployment of the pilots in vertical industries premises.

Demonstrations at EUCNC or equivalent

Demonstration: Technology demonstration in a high impact venue, such as EuCNC or similar venue.

Initial implementation of 5G End-to-End Service Platform

Reference implementation of 5Growth baseline system and skeleton for enhancements and innovations. Software

First version of software implementation for the platform

First version of the platform software will be available in the Git of the project. Software

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Publications

Orchestrating Edge- and Cloud-based Predictive Analytics Services

Author(s): Venkatarami Reddy Chintapalli, Koteswararao Kondepu, Andrea Sgambelluri, Antony Franklin A, Bheemarjuna Reddy Tamma, Piero Castoldi, Luca Valcarenghi
Published in: 2020 European Conference on Networks and Communications (EuCNC), 2020, Page(s) 214-218
DOI: 10.1109/eucnc48522.2020.9200902

A Q-learning strategy for federation of 5G services

Author(s): Kiril Antevski, Jorge Martin-Perez, Andres Garcia-Saavedra, Carlos J. Bernardos, Xi Li, Jorge Baranda, Josep Mangues-Bafalluy, Ricardo Martnez, Luca Vettori
Published in: ICC 2020 - 2020 IEEE International Conference on Communications (ICC), 2020, Page(s) 1-6
DOI: 10.1109/icc40277.2020.9149082

Handover Prediction Integrated with Service Migration in 5G Systems

Author(s): Hadeel Abdah, Joao Paulo Barraca, Rui L. Aguiar
Published in: ICC 2020 - 2020 IEEE International Conference on Communications (ICC), 2020, Page(s) 1-7
DOI: 10.1109/icc40277.2020.9149426

5Growth: AI-driven 5G for Automation in Vertical Industries

Author(s): Chrysa Papagianni, Josep Mangues-Bafalluy, Pedro Bermudez, Sokratis Barmpounakis, Danny De Vleeschauwer, Juan Brenes, Engin Zeydan, Claudio Casetti, Carlos Guimaraes, Pablo Murillo, Andres Garcia-Saavedra, Daniel Corujo, Teresa Pepe
Published in: 2020 European Conference on Networks and Communications (EuCNC), 2020, Page(s) 17-22
DOI: 10.1109/eucnc48522.2020.9200919

SliMANO: An Expandable Framework for the Management and Orchestration of End-to-end Network Slices

Author(s): Flavio Meneses, Manuel Fernandes, Daniel Corujo, Rui L. Aguiar
Published in: 2019 IEEE 8th International Conference on Cloud Networking (CloudNet), 2019, Page(s) 1-6
DOI: 10.1109/cloudnet47604.2019.9064072

Demo: Arbitrating Network Services in 5G Networks for Automotive Vertical Industry

Author(s): J. Baranda, J. Mangues-Bafalluy, L. Vettori, R. Martínez, G. Avino, C. F. Chiasserini, C. Puligheddu, C. Casetti, J. Brenes, G.Landi, K. Kondepu, F. Paolucci, S. Fichera, L. Valcarenghi
Published in: 2020
DOI: 10.1109/infocomwkshps50562.2020.9162679

An Intelligent Edge-based Digital Twin for Robotics

Author(s): Luigi Girletti, Milan Groshev, Carlos Guimarães, Carlos J. Bernardos, Antonio de la Oliva
Published in: 2020

OKpi: All-KPI Network Slicing Through Efficient Resource Allocation

Author(s): J. Martin-Perez, F. Malandrino, C. F. Chiasserini, C. J. Bernardos
Published in: IEEE INFOCOM 2020 - IEEE Conference on Computer Communications, 2020, Page(s) 804-813
DOI: 10.1109/infocom41043.2020.9155263

Demo: NFV Service Federation: enabling Multi-Provider eHealth Emergency Services

Author(s): J. Baranda, J. Mangues-Bafalluy, L. Vettori, R. Martínez, K. Antevski, L. Girletti, C.J. Bernardos, K. Tomakh, D. Kucherenkoz, G. Landi, J. Brenes, Xi Li, X. Costa-Pérez, F. Ubaldi, G. Imbarlina, M. Gharbaoui
Published in: 2020
DOI: 10.1109/infocomwkshps50562.2020.9162873

PI2 for P4 - An Active Queue Management Scheme for Programmable Data Planes

Author(s): Chrysa Papagianni, Koen De Schepper
Published in: Proceedings of the 15th International Conference on emerging Networking EXperiments and Technologies, 2019, Page(s) 84-86
DOI: 10.1145/3360468.3368189

Demo - vrAIn Proof-of-Concept -- A Deep Learning Approach for Virtualized RAN Resource Control

Author(s): Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Perez, Albert Banchs, Juan J. Alcaraz
Published in: The 25th Annual International Conference on Mobile Computing and Networking - MobiCom '19, 2019, Page(s) 1-3
DOI: 10.1145/3300061.3343370

vrAIn - A Deep Learning Approach Tailoring Computing and Radio Resources in Virtualized RANs

Author(s): Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Perez, Albert Banchs, Juan J. Alcaraz
Published in: The 25th Annual International Conference on Mobile Computing and Networking - MobiCom '19, 2019, Page(s) 1-16
DOI: 10.1145/3300061.3345431

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

Author(s): Takeru Infiesta, José; Guimarães, Carlos; Contreras Murillo, Luis Miguel; Oliva Delgado, Antonio de la
Published in: Issue 8, 2020

DLT federation for Edge robotics

Author(s): Antevski, Kiril; Groshev, Milan; Baldoni, Gabriele; Bernardos, Carlos J.
Published in: Issue 7, 2020

Information Exchange to Support Multi-Domain Slice Service Provision for 5G/NFV

Author(s): Solano, Alberto; Contreras, Luis M.
Published in: 2020

Is OpenCL Driven Reconfigurable Hardware Suitable for Virtualising 5G Infrastructure?

Author(s): F. Civerchia, M. Pelcat, L. Maggiani, K. Kondepu, P. Castoldi, and L. Valcarenghi
Published in: IEEE Transactions on Network and Service Management, 2020, ISSN 1932-4537
DOI: 10.1109/tnsm.2020.2964392

Decomposing SLAs for Network Slicing

Author(s): Danny De Vleeschauwer, Chrysa Papagianni, Anwar Walid
Published in: IEEE Communications Letters, 2020, Page(s) 1-1, ISSN 1089-7798
DOI: 10.1109/lcomm.2020.3033042

Modeling MTC and HTC Radio Access in a Sliced 5G Base Station

Author(s): V. Mancuso, P. Castagno, M. Sereno and M. Ajmone Marsan
Published in: IEEE Transactions on Network and Service Management, 2020, ISSN 1932-4537
DOI: 10.1109/tnsm.2020.3034688

Reducing Service Deployment Cost Through VNF Sharing

Author(s): Francesco Malandrino, Carla Fabiana Chiasserini, Gil Einziger, Gabriel Scalosub
Published in: IEEE/ACM Transactions on Networking, Issue 27/6, 2019, Page(s) 2363-2376, ISSN 1063-6692
DOI: 10.1109/tnet.2019.2945127

Federation of 5G services using distributed ledger technologies †

Author(s): Kiril Antevski, Carlos J. Bernardos
Published in: Internet Technology Letters, Issue 3/6, 2020, ISSN 2476-1508
DOI: 10.1002/itl2.193

RISMA: Reconfigurable Intelligent Surfaces Enabling Beamforming for IoT Massive Access

Author(s): Placido Mursia, Vincenzo Sciancalepore, Andres Garcia-Saavedra, Laura Cottatellucci, Xavier Costa-Perez, David Gesbert
Published in: IEEE Journal on Selected Areas in Communications, 2020, Page(s) 1-1, ISSN 0733-8716
DOI: 10.1109/jsac.2020.3018829

LACO: A Latency-Driven Network Slicing Orchestration in Beyond-5G Networks

Author(s): Lanfranco Zanzi, Vincenzo Sciancalepore, Andres Garcia-Saavedra, Hans D. Schotten, Xavier Costa-Perez
Published in: IEEE Transactions on Wireless Communications, 2020, Page(s) 1-1, ISSN 1536-1276
DOI: 10.1109/twc.2020.3027963

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, Issue 2021/1, 2021, ISSN 1687-1499
DOI: 10.1186/s13638-021-01992-6

Service Shifting: A Paradigm for Service Resilience in 5G

Author(s): Francesco Malandrino, Carla Fabiana Chiasserini, Giada Landi
Published in: IEEE Communications Magazine, Issue 57/9, 2019, Page(s) 120-125, ISSN 0163-6804
DOI: 10.1109/MCOM.2019.1800986

DeepCog: Optimizing Resource Provisioning in Network Slicing with AI-based Capacity Forecasting

Author(s): Dario Bega, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Perez
Published in: IEEE Journal on Selected Areas in Communications, 2020, Page(s) 1-1, ISSN 0733-8716
DOI: 10.1109/JSAC.2019.2959245

An Edge-Based Framework for Enhanced Road Safety of Connected Cars

Author(s): Marco Malinverno, Josep Mangues-Bafalluy, Claudio Ettore Casetti, Carla Fabiana Chiasserini, Manuel Requena-Esteso, Jorge Baranda
Published in: IEEE Access, Issue 8, 2020, Page(s) 58018-58031, ISSN 2169-3536
DOI: 10.1109/access.2020.2980902

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, Issue 9/9, 2020, Page(s) 1392, ISSN 2079-9292
DOI: 10.3390/electronics9091392

Optical transport for Industry 40 [Invited]

Author(s): Roberto Sabella, Paola Iovanna, Giulio Bottari, Fabio Cavaliere
Published in: Journal of Optical Communications and Networking, Issue 12/8, 2020, Page(s) 264, ISSN 1943-0620
DOI: 10.1364/jocn.390701

Optimal Deployment Framework for Multi-Cloud Virtualized Radio Access Networks

Author(s): Fahri Wisnu Murti, Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-Perez, George Iosifidis
Published in: IEEE Transactions on Wireless Communications, 2020, Page(s) 1-1, ISSN 1536-1276
DOI: 10.1109/twc.2020.3040791

vrAIn: Deep Learning based Orchestration for Computing and Radio Resources in vRANs

Author(s): Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Perez, Albert Banchs, Juan J. Alcaraz
Published in: IEEE Transactions on Mobile Computing, 2020, Page(s) 1-1, ISSN 1536-1233
DOI: 10.1109/tmc.2020.3043100