5G-enabled Growth in Vertical Industries

Rezultaty

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

Execution report of in-house use cases for Pilots

Report presenting the results obtained of the execution of the Pilots in the vertical premises

Project handbook

Set-up of management procedures and documentation handbook.

Final Project Report

This report constitutes the nonfinancial part of the Final Report to be delivered after the end of the project

5G facility validation and verification report

Initial report containing the results of the project verification and validation campaigns performed at the 5G ICT17 facilities and the findings derived from them

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.

Final design and evaluation of the innovations of 5G End-to-End Service Platform

This deliverable presents in detail the 5Growth system along will all innovations to support the project field trials including the specification of all functional blocks and interfaces and an exhaustive performance validation of individual components

Report on WP5 progress and update of CoDEP

Report on the progress of this WP and an update of CoDEP

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.

Final validation and verification report

Final report containing the results of the project verification and validation campaigns at the pilot sites and the findings derived from them

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 validation with its complemented SLA

Validation of the new business models developed and validated in the framework of the 5Growth project per vertical industries use cases as well as the validated SLA elicitation that will be used in 5G business layer OSSBSS modelling to provide future advanced network services for vertical industries scenarios

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

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

This final deliverable will report the achievements of WP5 during the project lifetime and will present an update of the Communication Dissemination and Exploitation Plan CoDEP which will focus on the actions after the finalization of the project

Technical and Exploitation Workshops

The project commits to organize at least one workshop on the technical contents of the project during the second year and an internal Exploitation workshop at the end of the project intended to maximize and find new ways of exploiting the results produced by the project This deliverable corresponds to both workshops As metrics for validation we will check the attendance and will produce a satisfaction poll on the audience The workshop will be satisfactory if the poll results in higher than 70 of positive votes

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.

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

Reference implementation of 5Growth system Software

Final version of software implementation for the platform

Software implementation available in the Git repository of the document

Demonstrations at Mobile World Congress and EUCNC or equivalent

Demonstration Technology demonstration in a high impact venue such as Mobile World Congress preferable andor 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

Publikacje

Orchestrating Edge- and Cloud-based Predictive Analytics Services

Autorzy: Venkatarami Reddy Chintapalli, Koteswararao Kondepu, Andrea Sgambelluri, Antony Franklin A, Bheemarjuna Reddy Tamma, Piero Castoldi, Luca Valcarenghi
Opublikowane w: 2020 European Conference on Networks and Communications (EuCNC), 2020, Strona(/y) 214-218, ISBN 978-1-7281-4355-2
Wydawca: IEEE
DOI: 10.1109/eucnc48522.2020.9200902

A Q-learning strategy for federation of 5G services

Autorzy: Kiril Antevski, Jorge Martin-Perez, Andres Garcia-Saavedra, Carlos J. Bernardos, Xi Li, Jorge Baranda, Josep Mangues-Bafalluy, Ricardo Martnez, Luca Vettori
Opublikowane w: ICC 2020 - 2020 IEEE International Conference on Communications (ICC), 2020, Strona(/y) 1-6, ISBN 978-1-7281-5089-5
Wydawca: IEEE
DOI: 10.1109/icc40277.2020.9149082

Handover Prediction Integrated with Service Migration in 5G Systems

Autorzy: Hadeel Abdah, Joao Paulo Barraca, Rui L. Aguiar
Opublikowane w: ICC 2020 - 2020 IEEE International Conference on Communications (ICC), 2020, Strona(/y) 1-7, ISBN 978-1-7281-5089-5
Wydawca: IEEE
DOI: 10.1109/icc40277.2020.9149426

Demo: Scaling composite NFV-network services

Autorzy: Jorge Baranda, Josep mangues-Bafalluy, Ricardo Martínez, Luca Vettori
Opublikowane w: 2020
Wydawca: Mobihoc
DOI: 10.1145/3397166.3415277

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

Autorzy: 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
Opublikowane w: 2020 European Conference on Networks and Communications (EuCNC), 2020, Strona(/y) 17-22, ISBN 978-1-7281-4355-2
Wydawca: IEEE
DOI: 10.1109/eucnc48522.2020.9200919

On the Integration of AI/ML-based scaling operations in the 5Growth platform

Autorzy: J. Baranda, J. Mangues-Bafalluy, Engin Zeydan, L. Vettori, R. Martinez, Xi Li, A. Garcia-Saavedra, C.F. Chiasserini, C. Casetti, K. Tomakh, O. Kolodiazhnyi, C. J. Bernardos
Opublikowane w: 2020 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2020, Strona(/y) 105-109, ISBN 978-1-7281-8159-2
Wydawca: IEEE
DOI: 10.1109/nfv-sdn50289.2020.9289863

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

Autorzy: Flavio Meneses, Manuel Fernandes, Daniel Corujo, Rui L. Aguiar
Opublikowane w: 2019 IEEE 8th International Conference on Cloud Networking (CloudNet), 2019, Strona(/y) 1-6, ISBN 978-1-7281-4832-8
Wydawca: IEEE
DOI: 10.1109/cloudnet47604.2019.9064072

Bayesian online learning for energy-aware resource orchestration in virtualized RANs

Autorzy: Ayala Romero, José A.; Garcia-Saavedra, Andres; Costa-Perez, Xavier; Iosifidis, George
Opublikowane w: IEEE INFOCOM’21, 2021, ISBN 978-1-6654-0325-2
Wydawca: IEEE
DOI: 10.1109/infocom42981.2021.9488845

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

Autorzy: 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
Opublikowane w: 2020, ISBN 978-1-7281-8695-5
Wydawca: IEEE
DOI: 10.1109/infocomwkshps50562.2020.9162679

An RL Approach to Radio Resource Management in Heterogeneous Virtual RANs

Autorzy: Sharda Tripathi; Corrado Puligheddu; Carla-Fabiana Chiasserini
Opublikowane w: WONS, Numer 12, 2021, ISBN 978-3-903176-35-5
Wydawca: IEEE
DOI: 10.23919/wons51326.2021.9415591

Serving HTC and critical MTC in a RAN slice

Autorzy: Mancuso, Vincenzo; Castagno, Paolo; Sereno, Matteo; Marsan, Marco Ajmone
Opublikowane w: IEEE WOWMOM’21, 2021, ISBN 978-1-6654-2263-5
Wydawca: IEEE
DOI: 10.1109/wowmom51794.2021.00032

5 Growth: Secure and reliable network slicing for verticals

Autorzy: Cunha, Vitor A.; Maroulis, Nikolaos; Papagianni, Chrysa; Sacido, Javier; Jiménez, Manuel; Ubaldi, Fabio; Gharbaoui, Molka; Chang, Chia-Yu; Koursioumpas, Nikolaos; Tomakhxi, Konstantin; Corujo, Daniel; Barraca, Joao P.; Barmpounakis, Sokratis; Kucherenkoxi, Denys; Giorgetti, Alessio; Boddi, Andrea; Valcarenghi, Luca; Kolodiazhnyixi, Oleksii; Zabala Orive, Aitor; Salvat, Josep Xavier; Garcia-Saaved
Opublikowane w: EUCNC’21, 2021, ISBN 978-1-6654-1526-2
Wydawca: IEEE
DOI: 10.1109/eucnc/6gsummit51104.2021.9482536

An Intelligent Edge-based Digital Twin for Robotics

Autorzy: Luigi Girletti, Milan Groshev, Carlos Guimarães, Carlos J. Bernardos, Antonio de la Oliva
Opublikowane w: 2020
Wydawca: IEEE

OKpi: All-KPI Network Slicing Through Efficient Resource Allocation

Autorzy: J. Martin-Perez, F. Malandrino, C. F. Chiasserini, C. J. Bernardos
Opublikowane w: IEEE INFOCOM 2020 - IEEE Conference on Computer Communications, 2020, Strona(/y) 804-813, ISBN 978-1-7281-6412-0
Wydawca: IEEE
DOI: 10.1109/infocom41043.2020.9155263

5Growth data-driven AI-based scaling

Autorzy: De Vleeschauwer, Danny; Baranda, Jorge; Mangues-Bafalluy, Josep; Chiasserini, Carla Fabiana; Malinverno, Marco; Puligheddu, Corrado; Magoula, Lina; Martín Pérez, Jorge; Barmpounakis, Sokratis; Kondepu, Koteswararao; Valcarenzhi, Luca; Li, Xi; Papagianni, Chrysa; García Saavedra, Andrés
Opublikowane w: EUCNC’21, 2021, ISBN 978-1-6654-1526-2
Wydawca: IEEE
DOI: 10.1109/eucnc/6gsummit51104.2021.9482476

Demo: Remote Control of a Robot Rover Combining 5G, AI, and GPU Image Processing at the Edge

Autorzy: F. Civerchia, F. Giannone, K. Kondepu, P. Castoldi, L. Valcarenghi, A. Bragagnini, F. Gatti, A. Napolitano
Opublikowane w: 2020, ISBN 978-1-7281-6762-6
Wydawca: 2020 Optimal Fiber Communications Conference and Exhibition (OFC)

Efficiency gains due to network function sharing in CDN-as-a-Service slicing scenarios

Autorzy: Contreras, Luis M.; Solano, Alberto; Cano, Francisco; Folgueira, Jesus
Opublikowane w: IEEE NetSoft’21, 2021, ISBN 978-1-6654-0522-5
Wydawca: IEEE
DOI: 10.1109/netsoft51509.2021.9492721

R-Learning-based admission control for service federation in multi-domain 5G networks

Autorzy: Bakhshi, Bahador; Mangues-Bafalluy, Josep; Baranda, Jorge
Opublikowane w: IEEE GlobeCom 2021, 2021, ISBN 978-1-7281-8104-2
Wydawca: IEEE
DOI: 10.1109/globecom46510.2021.9685936

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

Autorzy: 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
Opublikowane w: 2020, ISBN 978-1-7281-8695-5
Wydawca: IEEE
DOI: 10.1109/infocomwkshps50562.2020.9162873

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

Autorzy: Chrysa Papagianni, Koen De Schepper
Opublikowane w: Proceedings of the 15th International Conference on emerging Networking EXperiments and Technologies, 2019, Strona(/y) 84-86, ISBN 9781450370066
Wydawca: ACM
DOI: 10.1145/3360468.3368189

Cloud native computing for Industry 4.0: Challenges and opportunities

Autorzy: Gil, Guilherme; Corujo, Daniel; Pedreiras, Paulo
Opublikowane w: IEEE ETFA’21, 2021, ISBN 978-1-7281-2989-1
Wydawca: IEEE
DOI: 10.1109/etfa45728.2021.9613386

Experimental validation of compute and network resource abstraction and allocation mechanisms within an NFV infrastructure

Autorzy: Martínez, Ricardo; Vettori, Luca; Baranda, Jorge; Mangues-Bafalluy, Josep; Zeydan, Engin
Opublikowane w: IEEE IM’21, 2021, ISSN 1573-0077
Wydawca: IEEE

On slice isolation options in the transport network and associated feasibility indicators

Autorzy: Contreras Murillo, Luis Miguel; Ordoñez Lucena, Jose Antonio
Opublikowane w: IEEE NetSoft’21, 2021, ISBN 978-1-6654-0522-5
Wydawca: IEEE
DOI: 10.1109/netsoft51509.2021.9492546

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

Autorzy: Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Perez, Albert Banchs, Juan J. Alcaraz
Opublikowane w: The 25th Annual International Conference on Mobile Computing and Networking - MobiCom '19, 2019, Strona(/y) 1-3, ISBN 9781-450361699
Wydawca: ACM Press
DOI: 10.1145/3300061.3343370

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

Autorzy: Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Perez, Albert Banchs, Juan J. Alcaraz
Opublikowane w: The 25th Annual International Conference on Mobile Computing and Networking - MobiCom '19, 2019, Strona(/y) 1-16, ISBN 9781-450361699
Wydawca: ACM Press
DOI: 10.1145/3300061.3345431

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

Autorzy: Takeru Infiesta, José; Guimarães, Carlos; Contreras Murillo, Luis Miguel; Oliva Delgado, Antonio de la
Opublikowane w: Numer 8, 2020
Wydawca: IEEE

Efficient restoration of simultaneous transport services within an NFV infrastructure

Autorzy: Martínez, Ricardo; Vettori, Luca; Baranda, Jorge; Mangues-Bafalluy, Josep; Zeydan, Engin
Opublikowane w: IEEE GlobeCom 2021, 2021, ISBN 978-1-7281-8104-2
Wydawca: IEEE
DOI: 10.1109/globecom46510.2021.9685511

DLT federation for Edge robotics

Autorzy: Antevski, Kiril; Groshev, Milan; Baldoni, Gabriele; Bernardos, Carlos J.
Opublikowane w: Numer 7, 2020
Wydawca: IEEE

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

Autorzy: Solano, Alberto; Contreras, Luis M.
Opublikowane w: 2020, ISBN 978-3-903176-28-7
Wydawca: IEEE

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

Autorzy: F. Civerchia, M. Pelcat, L. Maggiani, K. Kondepu, P. Castoldi, and L. Valcarenghi
Opublikowane w: IEEE Transactions on Network and Service Management, 2020, ISSN 1932-4537
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnsm.2020.2964392

FlexDRAN: Flexible centralization in disaggregated radio access networks

Autorzy: Chang, Chia-Yu; Nikaein, Navid; Spyropoulos, Thrasyvoulos; De Schepper, Koen
Opublikowane w: IEEE Access, 2022, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3145378

Dissecting the impact of information and communication technologies on digital twins as a service

Autorzy: Groshev, Milan; Magalhaes Guimaraes, Carlos Eduardo; Oliva Delgado, Antonio de la; Gazda, Robert
Opublikowane w: IEEE Access, 2021, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3098109

On the integration of NFV and MEC technologies: architecture analysis and benefits for edge robotics

Autorzy: Antevski, Kiril; Bernardos Cano, Carlos Jesús; Cominardi, Luca; Oliva Delgado, Antonio de la; Mourad, Alain
Opublikowane w: Elsevier Computer Networks, 2020, ISSN 1389-1286
Wydawca: Elsevier BV
DOI: 10.1016/j.comnet.2020.107274

DQN dynamic pricing and revenue driven service federation strategy

Autorzy: Martín Pérez, Jorge; Antevski, Kiril; Garcia Saavedra, Andres; Li, Xi; Bernardos Cano, Carlos Jesús
Opublikowane w: IEEE Transactions on Network and Service Management, 2021, ISSN 1932-4537
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnsm.2021.3117589

Support for availability attributes in network slices in GANSO

Autorzy: Guimarães, Carlos; Oliva Delgado, Antonio de la; Contreras Murillo, Luis Miguel
Opublikowane w: Wiley Internet Techonology Letters, 2021, ISSN 2476-1508
Wydawca: ISSN National Centre for the USA
DOI: 10.1002/itl2.295

Towards node liability in federated learning: Computational cost and network overhead

Autorzy: Malandrino, Francesco; Chiasserini, Carla Fabiana
Opublikowane w: IEEE Communications Magazine, 2021, ISSN 0163-6804
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.2107.02006

KPI guarantees in network slicing

Autorzy: Martín Pérez, Jorge; Groshev, Milan; Bernardos Cano, Carlos Jesús
Opublikowane w: IEEE Transactions on Networking, 2021, ISSN 1063-6692
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnet.2021.3120318

Decomposing SLAs for Network Slicing

Autorzy: Danny De Vleeschauwer, Chrysa Papagianni, Anwar Walid
Opublikowane w: IEEE Communications Letters, 2020, Strona(/y) 1-1, ISSN 1089-7798
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lcomm.2020.3033042

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

Autorzy: V. Mancuso, P. Castagno, M. Sereno and M. Ajmone Marsan
Opublikowane w: IEEE Transactions on Network and Service Management, 2020, ISSN 1932-4537
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnsm.2020.3034688

Intelligent service orchestration in edge cloud networks

Autorzy: Zeydan, Engin; Mangues-Bafalluy, Josep; Turk, Yekta
Opublikowane w: IEEE Network Magazine, 2021, ISSN 0890-8044
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mnet.101.2100214

Reducing Service Deployment Cost Through VNF Sharing

Autorzy: Francesco Malandrino, Carla Fabiana Chiasserini, Gil Einziger, Gabriel Scalosub
Opublikowane w: IEEE/ACM Transactions on Networking, Numer 27/6, 2019, Strona(/y) 2363-2376, ISSN 1063-6692
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnet.2019.2945127

Distributed Ledger Technologies for Network Slicing: A Survey

Autorzy: Javed, Farhana; Antevski, Kiril; Mangues-Bafalluy, Josep; Giupponi, Lorenza; Bernardos Cano, Carlos Jesús
Opublikowane w: IEEE Access, 2022, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3151150

Performance isolation for network slices in Industry 4.0: The 5Growth approach

Autorzy: Chang, Chia-Yu; Giner Ruiz, Teresa; Paolucci, Francesco; Jiménez, Manuel A.; Sacido, Javier; Papagianni, Chrysa; Ubaldi, Fabio; Scano, Davide; Gharbaoui, Molka; Giorgetti, Alessio; Valcarenghi, Luca; Tomakh, Konstantin; Boddi, Andrea; Caparrós, Agustín; Pergolesi, Matteo; Martini, Barbara
Opublikowane w: IEEE Access, 2021, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3135827

Federation of 5G services using distributed ledger technologies †

Autorzy: Kiril Antevski, Carlos J. Bernardos
Opublikowane w: Internet Technology Letters, Numer 3/6, 2020, ISSN 2476-1508
Wydawca: Wiley Periodicals
DOI: 10.1002/itl2.193

RISMA: Reconfigurable Intelligent Surfaces Enabling Beamforming for IoT Massive Access

Autorzy: Placido Mursia, Vincenzo Sciancalepore, Andres Garcia-Saavedra, Laura Cottatellucci, Xavier Costa-Perez, David Gesbert
Opublikowane w: IEEE Journal on Selected Areas in Communications, 2020, Strona(/y) 1-1, ISSN 0733-8716
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsac.2020.3018829

Orchestrating energy-efficient vRANs: Bayesian learning and experimental results

Autorzy: Ayala Romero, José A.; Garcia-Saavedra, Andres; Costa-Perez, Xavier; Iosifidis, George
Opublikowane w: IEEE Transactions on Mobile Computing, 2021, ISSN 1536-1233
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tmc.2021.3123794

Federation in dynamic environments: Can Blockchain be the solution?

Autorzy: Antevski, Kiril; Bernardos Cano, Carlos Jesús
Opublikowane w: EEE Communications Magazine, 2021, ISSN 0163-6804
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mcom.001.2100585

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

Autorzy: Lanfranco Zanzi, Vincenzo Sciancalepore, Andres Garcia-Saavedra, Hans D. Schotten, Xavier Costa-Perez
Opublikowane w: IEEE Transactions on Wireless Communications, 2020, Strona(/y) 1-1, ISSN 1536-1276
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2020.3027963

Monitoring in fog computing: state-of-the-art and research challenges

Autorzy: Abreha, Haftay Gebreslasie; Bernardos Cano, Carlos Jesús; Oliva Delgado, Antonio de la; Cominardi, Luca; Azcorra Saloña, Arturo
Opublikowane w: Inderscience International Journal of Ad Hoc and Ubiquitous Computing (IJAHUC), 2021, ISSN 1743-8225
Wydawca: Inderscience Enterprises
DOI: 10.1504/ijahuc.2021.113384

ML-driven Provisioning and Management of Vertical Services in Automated Cellular Networks

Autorzy: Casetti, C.; Chiasserini, C.; Marcato, S.; Puligheddu, C.; Mangues-Bafalluy, Josep; Baranda, Jorge; Brenes, Juan; Bocchi, F.; Landi, Giada; Bakhshi, Bahador
Opublikowane w: IEEE Transactions on Network and Service Management, 2022, ISSN 1932-4537
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnsm.2022.3153087

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

Autorzy: Luis M. Contreras, Samier Barguil, Ricard Vilalta, Victor López
Opublikowane w: EURASIP Journal on Wireless Communications and Networking, Numer 2021/1, 2021, ISSN 1687-1499
Wydawca: Springer Nature
DOI: 10.1186/s13638-021-01992-6

A genetic algorithm approach for service function chain placement in 5G and beyond, virtualized edge networks

Autorzy: Magoula, Lina; Barmpounakis, Sokratis; Stavrakakis, Ioannis; Alonistioti, Nancy
Opublikowane w: Elsevier Computer Networks, 2021, ISSN 1389-1286
Wydawca: Elsevier BV
DOI: 10.1016/j.comnet.2021.108157

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

Autorzy: Németh, Balázs; Molner, Nuria; Martín Pérez, Jorge; Bernardos Cano, Carlos Jesús; Oliva Delgado, Antonio de la; Sonkoly, Balázs
Opublikowane w: IEEE Transactions on Mobile Computing, 2021, ISSN 1536-1233
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tmc.2021.3055426

Toward intelligent cyber-physical systems: Digital twin meets artificial intelligence

Autorzy: Groshev, Milan; Magalhaes Guimaraes, Carlos Eduardo; Martín Pérez, Jorge; Oliva Delgado, Antonio de la
Opublikowane w: IEEE Communications Magazine, 2021, ISSN 0163-6804
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mcom.001.2001237

A multi-criteria decision making approach for scaling and placement of virtual network functions

Autorzy: Zeydan, Engin; Mangues-Bafalluy, Josep; Baranda, Jorge; Martínez, Ricardo; Vettori, Luca
Opublikowane w: Springer Journal of Network and Systems Management, 2021, ISSN 1064-7570
Wydawca: Kluwer Academic Publishers
DOI: 10.1007/s10922-022-09645-9

Resource orchestration strategies with retrials for latency-sensitive network slicing over distributed telco clouds

Autorzy: Gharbaoui, M.; Martini, B.; Cecchetti, G.; Castoldi, P.
Opublikowane w: IEEE Access, 2021, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3115173

Service Shifting: A Paradigm for Service Resilience in 5G

Autorzy: Francesco Malandrino, Carla Fabiana Chiasserini, Giada Landi
Opublikowane w: IEEE Communications Magazine, Numer 57/9, 2019, Strona(/y) 120-125, ISSN 0163-6804
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/MCOM.2019.1800986

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

Autorzy: Dario Bega, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Perez
Opublikowane w: IEEE Journal on Selected Areas in Communications, 2020, Strona(/y) 1-1, ISSN 0733-8716
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/JSAC.2019.2959245

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Wydawca: Institute of Electrical and Electronics Engineers Inc.
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Overview of Architectural Alternatives for the Integration of ETSI MEC Environments from Different Administrative Domains

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Wydawca: MDPI
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Wydawca: Optical Society of America
DOI: 10.1364/jocn.390701

Automated service provisioning and hierarchical SLA management in 5G systems

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Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnsm.2021.3102890

Service based virtual RAN architecture for next generation cellular systems

Autorzy: Zeydan, Engin; Mangues-Bafalluy, Josep; Baranda, Jorge; Requena, Manuel; Turk, Yekta
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Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3144534

A model-based approach to multi-domain monitoring data aggregation

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Wydawca: River Publishers
DOI: 10.13052/jicts2245-800x.9210

Optimal Deployment Framework for Multi-Cloud Virtualized Radio Access Networks

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Opublikowane w: IEEE Transactions on Wireless Communications, 2020, Strona(/y) 1-1, ISSN 1536-1276
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2020.3040791

TOTP Moving Target Defense for sensitive network services

Autorzy: Cunha, Vitor A.; Corujo, Daniel; Barraca, Joao P.; Aguiar, Rui L.
Opublikowane w: Elsevier Pervasive and Mobile Computing Journal, 2021, ISSN 1574-1192
Wydawca: Elsevier BV
DOI: 10.1016/j.pmcj.2021.101412

Multi-domain solutions for the deployment of private 5G networks

Autorzy: Li, Xi; Magalhaes Guimaraes, Carlos Eduardo; Landi, Giada; Brenes, Juan; Mangues-Bafalluy, Josep; Baranda, Jorge; Corujo, Daniel; Cunha, Vitor; Fonseca, João; Alegria, João; Zabala Orive, Aitor; Ordonez-Lucena, Jose; Iovanna, Paola; Bernardos Cano, Carlos Jesús; Mourad, Alain; Costa-Pérez, Xavier
Opublikowane w: IEEE Access, 2021, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3100120

5Growth: An end-to-end service platform for automated deployment and management of vertical services over 5G networks

Autorzy: Li, Xi; García-Saavedra, Andrés; Costa-Pérez, Xavier; Bernardos Cano, Carlos Jesús; Magalhaes Guimaraes, Carlos Eduardo; Antevski, Kiril; Mangues-Bafalluy, Josep; Baranda, Jorge; Zeydan, Engin; Corujo, Daniel; Iovanna, Paola; Landi, Giada; Alonso, Jesus; Paixão, Paulo; Martins, Hugo; Lorenzo, Manuel; Ordonez-Lucena, Jose; López, Diego R.
Opublikowane w: IEEE Communications Magazine, 2021, ISSN 0163-6804
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mcom.001.2000730

Monitoring Platform Evolution towards Serverless Computing for 5G and Beyond Systems

Autorzy: Pérez Hernández, Ramón; Benedetti, Priscilla; Pergolesi, Matteo; García Reinoso, Jaime José; Zabala Orive, Aitor; Serrano Yáñez-Mingot, Pablo; Femminella, Mauro; Reali, Gianluca; Steenhaut, Kris; Banchs Roca, Albert
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Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnsm.2022.3150586

Dimensioning V2N services in 5G networks through forecast-based scaling

Autorzy: Martín Pérez, Jorge; Kondepu, Koteswararao; De Vleeschauwer, Danny; Reddy, Venkatarami; Magalhaes Guimaraes, Carlos Eduardo; Sgambelluri, Andrea; Valcarenghi, Luca; Papagianni, Chrysa; Bernardos Cano, Carlos Jesús
Opublikowane w: IEEE Access, 2022, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3142346

Live migration of virtual machine and container based mobile core network components: A comprehensive study

Autorzy: Ramanathan, Shunmugapriya; Kondepu, Koteswararao; Razo, Miguel; Tacca, Marco; Valcarenghi, Luca; Fumagalli, Andrea
Opublikowane w: IEEE Access, 2021, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3099370

Public and non-public network integration for 5Growth Industry 4.0 use cases

Autorzy: Magalhaes Guimaraes, Carlos Eduardo; Li, Xi; Papagianni, Chrysa; Mangues-Bafalluy, Josep; Contreras Murillo, Luis Miguel; Garcia-Saavedra, Andres; Brenes, Juan; San Cristobal, Diego; Alonso, Jesus; Zabala Orive, Aitor; Kainulainen, Jani-Pekka; Mourad, Alain; Lorenzo, Manuel; Bernardos Cano, Carlos Jesús
Opublikowane w: IEEE Communications Magazine, 2021, ISSN 0163-6804
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mcom.001.2000853

A 5G-based eHealth monitoring and emergency response system: experience and lessons learned

Autorzy: Antevski, Kiril; Girletti, Luigi; Bernardos Cano, Carlos Jesús; Oliva Delgado, Antonio de la; Baranda, Jorge; Mangues-Bafalluy, Josep
Opublikowane w: IEEE Access, 2021, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3114593

AI-driven, Context-Aware Profiling for 5G and Beyond Networks

Autorzy: Koursioumpas, Nikolaos; Barmpounakis, Sokratis; Stavrakakis, Ioannis; Alonistioti, Nancy
Opublikowane w: IEEE Transactions on Network and Service Management, 2021, ISSN 1932-4537
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnsm.2021.3126948

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

Autorzy: Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Perez, Albert Banchs, Juan J. Alcaraz
Opublikowane w: IEEE Transactions on Mobile Computing, 2020, Strona(/y) 1-1, ISSN 1536-1233
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tmc.2020.3043100

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