Deliverables Documents, reports (19) 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). 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 Other (8) 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 Publications Conference proceedings (29) 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, ISBN 978-1-7281-4355-2 Publisher: IEEE 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, ISBN 978-1-7281-5089-5 Publisher: IEEE 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, ISBN 978-1-7281-5089-5 Publisher: IEEE DOI: 10.1109/icc40277.2020.9149426 Demo: Scaling composite NFV-network services Author(s): Jorge Baranda, Josep mangues-Bafalluy, Ricardo Martínez, Luca Vettori Published in: 2020 Publisher: Mobihoc DOI: 10.1145/3397166.3415277 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, ISBN 978-1-7281-4355-2 Publisher: IEEE DOI: 10.1109/eucnc48522.2020.9200919 On the Integration of AI/ML-based scaling operations in the 5Growth platform Author(s): 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 Published in: 2020 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2020, Page(s) 105-109, ISBN 978-1-7281-8159-2 Publisher: IEEE DOI: 10.1109/nfv-sdn50289.2020.9289863 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, ISBN 978-1-7281-4832-8 Publisher: IEEE DOI: 10.1109/cloudnet47604.2019.9064072 Bayesian online learning for energy-aware resource orchestration in virtualized RANs Author(s): Ayala Romero, José A.; Garcia-Saavedra, Andres; Costa-Perez, Xavier; Iosifidis, George Published in: IEEE INFOCOM’21, 2021, ISBN 978-1-6654-0325-2 Publisher: IEEE DOI: 10.1109/infocom42981.2021.9488845 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, ISBN 978-1-7281-8695-5 Publisher: IEEE DOI: 10.1109/infocomwkshps50562.2020.9162679 An RL Approach to Radio Resource Management in Heterogeneous Virtual RANs Author(s): Sharda Tripathi; Corrado Puligheddu; Carla-Fabiana Chiasserini Published in: WONS, Issue 12, 2021, ISBN 978-3-903176-35-5 Publisher: IEEE DOI: 10.23919/wons51326.2021.9415591 Serving HTC and critical MTC in a RAN slice Author(s): Mancuso, Vincenzo; Castagno, Paolo; Sereno, Matteo; Marsan, Marco Ajmone Published in: IEEE WOWMOM’21, 2021, ISBN 978-1-6654-2263-5 Publisher: IEEE DOI: 10.1109/wowmom51794.2021.00032 5 Growth: Secure and reliable network slicing for verticals Author(s): 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 Published in: EUCNC’21, 2021, ISBN 978-1-6654-1526-2 Publisher: IEEE DOI: 10.1109/eucnc/6gsummit51104.2021.9482536 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 Publisher: IEEE 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, ISBN 978-1-7281-6412-0 Publisher: IEEE DOI: 10.1109/infocom41043.2020.9155263 5Growth data-driven AI-based scaling Author(s): 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 Published in: EUCNC’21, 2021, ISBN 978-1-6654-1526-2 Publisher: 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 Author(s): F. Civerchia, F. Giannone, K. Kondepu, P. Castoldi, L. Valcarenghi, A. Bragagnini, F. Gatti, A. Napolitano Published in: 2020, ISBN 978-1-7281-6762-6 Publisher: 2020 Optimal Fiber Communications Conference and Exhibition (OFC) Efficiency gains due to network function sharing in CDN-as-a-Service slicing scenarios Author(s): Contreras, Luis M.; Solano, Alberto; Cano, Francisco; Folgueira, Jesus Published in: IEEE NetSoft’21, 2021, ISBN 978-1-6654-0522-5 Publisher: IEEE DOI: 10.1109/netsoft51509.2021.9492721 R-Learning-based admission control for service federation in multi-domain 5G networks Author(s): Bakhshi, Bahador; Mangues-Bafalluy, Josep; Baranda, Jorge Published in: IEEE GlobeCom 2021, 2021, ISBN 978-1-7281-8104-2 Publisher: IEEE DOI: 10.1109/globecom46510.2021.9685936 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, ISBN 978-1-7281-8695-5 Publisher: IEEE 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, ISBN 9781450370066 Publisher: ACM DOI: 10.1145/3360468.3368189 Cloud native computing for Industry 4.0: Challenges and opportunities Author(s): Gil, Guilherme; Corujo, Daniel; Pedreiras, Paulo Published in: IEEE ETFA’21, 2021, ISBN 978-1-7281-2989-1 Publisher: IEEE DOI: 10.1109/etfa45728.2021.9613386 Experimental validation of compute and network resource abstraction and allocation mechanisms within an NFV infrastructure Author(s): Martínez, Ricardo; Vettori, Luca; Baranda, Jorge; Mangues-Bafalluy, Josep; Zeydan, Engin Published in: IEEE IM’21, 2021, ISSN 1573-0077 Publisher: IEEE On slice isolation options in the transport network and associated feasibility indicators Author(s): Contreras Murillo, Luis Miguel; Ordoñez Lucena, Jose Antonio Published in: IEEE NetSoft’21, 2021, ISBN 978-1-6654-0522-5 Publisher: IEEE DOI: 10.1109/netsoft51509.2021.9492546 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, ISBN 9781-450361699 Publisher: ACM Press 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, ISBN 9781-450361699 Publisher: ACM Press 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 Publisher: IEEE Efficient restoration of simultaneous transport services within an NFV infrastructure Author(s): Martínez, Ricardo; Vettori, Luca; Baranda, Jorge; Mangues-Bafalluy, Josep; Zeydan, Engin Published in: IEEE GlobeCom 2021, 2021, ISBN 978-1-7281-8104-2 Publisher: IEEE DOI: 10.1109/globecom46510.2021.9685511 DLT federation for Edge robotics Author(s): Antevski, Kiril; Groshev, Milan; Baldoni, Gabriele; Bernardos, Carlos J. Published in: Issue 7, 2020 Publisher: IEEE Information Exchange to Support Multi-Domain Slice Service Provision for 5G/NFV Author(s): Solano, Alberto; Contreras, Luis M. Published in: 2020, ISBN 978-3-903176-28-7 Publisher: IEEE Peer reviewed articles (46) 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 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tnsm.2020.2964392 FlexDRAN: Flexible centralization in disaggregated radio access networks Author(s): Chang, Chia-Yu; Nikaein, Navid; Spyropoulos, Thrasyvoulos; De Schepper, Koen Published in: IEEE Access, 2022, ISSN 2169-3536 Publisher: 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 Author(s): Groshev, Milan; Magalhaes Guimaraes, Carlos Eduardo; Oliva Delgado, Antonio de la; Gazda, Robert Published in: IEEE Access, 2021, ISSN 2169-3536 Publisher: 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 Author(s): Antevski, Kiril; Bernardos Cano, Carlos Jesús; Cominardi, Luca; Oliva Delgado, Antonio de la; Mourad, Alain Published in: Elsevier Computer Networks, 2020, ISSN 1389-1286 Publisher: Elsevier BV DOI: 10.1016/j.comnet.2020.107274 DQN dynamic pricing and revenue driven service federation strategy Author(s): Martín Pérez, Jorge; Antevski, Kiril; Garcia Saavedra, Andres; Li, Xi; Bernardos Cano, Carlos Jesús Published in: IEEE Transactions on Network and Service Management, 2021, ISSN 1932-4537 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tnsm.2021.3117589 Support for availability attributes in network slices in GANSO Author(s): Guimarães, Carlos; Oliva Delgado, Antonio de la; Contreras Murillo, Luis Miguel Published in: Wiley Internet Techonology Letters, 2021, ISSN 2476-1508 Publisher: ISSN National Centre for the USA DOI: 10.1002/itl2.295 Towards node liability in federated learning: Computational cost and network overhead Author(s): Malandrino, Francesco; Chiasserini, Carla Fabiana Published in: IEEE Communications Magazine, 2021, ISSN 0163-6804 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.48550/arxiv.2107.02006 KPI guarantees in network slicing Author(s): Martín Pérez, Jorge; Groshev, Milan; Bernardos Cano, Carlos Jesús Published in: IEEE Transactions on Networking, 2021, ISSN 1063-6692 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tnet.2021.3120318 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 Publisher: Institute of Electrical and Electronics Engineers 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 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tnsm.2020.3034688 Intelligent service orchestration in edge cloud networks Author(s): Zeydan, Engin; Mangues-Bafalluy, Josep; Turk, Yekta Published in: IEEE Network Magazine, 2021, ISSN 0890-8044 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/mnet.101.2100214 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 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tnet.2019.2945127 Distributed Ledger Technologies for Network Slicing: A Survey Author(s): Javed, Farhana; Antevski, Kiril; Mangues-Bafalluy, Josep; Giupponi, Lorenza; Bernardos Cano, Carlos Jesús Published in: IEEE Access, 2022, ISSN 2169-3536 Publisher: 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 Author(s): 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 Published in: IEEE Access, 2021, ISSN 2169-3536 Publisher: Institute of Electrical and Electronics Engineers Inc. DOI: 10.1109/access.2021.3135827 Federation of 5G services using distributed ledger technologies † Author(s): Kiril Antevski, Carlos J. 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Schotten, Xavier Costa-Perez Published in: IEEE Transactions on Wireless Communications, 2020, Page(s) 1-1, ISSN 1536-1276 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/twc.2020.3027963 Monitoring in fog computing: state-of-the-art and research challenges Author(s): Abreha, Haftay Gebreslasie; Bernardos Cano, Carlos Jesús; Oliva Delgado, Antonio de la; Cominardi, Luca; Azcorra Saloña, Arturo Published in: Inderscience International Journal of Ad Hoc and Ubiquitous Computing (IJAHUC), 2021, ISSN 1743-8225 Publisher: Inderscience Enterprises DOI: 10.1504/ijahuc.2021.113384 ML-driven Provisioning and Management of Vertical Services in Automated Cellular Networks Author(s): Casetti, C.; Chiasserini, C.; Marcato, S.; Puligheddu, C.; Mangues-Bafalluy, Josep; Baranda, Jorge; Brenes, Juan; Bocchi, F.; Landi, Giada; Bakhshi, Bahador Published in: IEEE Transactions on Network and Service Management, 2022, ISSN 1932-4537 Publisher: 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 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 Publisher: 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 Author(s): Magoula, Lina; Barmpounakis, Sokratis; Stavrakakis, Ioannis; Alonistioti, Nancy Published in: Elsevier Computer Networks, 2021, ISSN 1389-1286 Publisher: Elsevier BV DOI: 10.1016/j.comnet.2021.108157 Delay and reliability-constrained VNF placement on mobile and volatile 5G infrastructure Author(s): Németh, Balázs; Molner, Nuria; Martín Pérez, Jorge; Bernardos Cano, Carlos Jesús; Oliva Delgado, Antonio de la; Sonkoly, Balázs Published in: IEEE Transactions on Mobile Computing, 2021, ISSN 1536-1233 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tmc.2021.3055426 Toward intelligent cyber-physical systems: Digital twin meets artificial intelligence Author(s): Groshev, Milan; Magalhaes Guimaraes, Carlos Eduardo; Martín Pérez, Jorge; Oliva Delgado, Antonio de la Published in: IEEE Communications Magazine, 2021, ISSN 0163-6804 Publisher: 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 Author(s): Zeydan, Engin; Mangues-Bafalluy, Josep; Baranda, Jorge; Martínez, Ricardo; Vettori, Luca Published in: Springer Journal of Network and Systems Management, 2021, ISSN 1064-7570 Publisher: Kluwer Academic Publishers DOI: 10.1007/s10922-022-09645-9 Resource orchestration strategies with retrials for latency-sensitive network slicing over distributed telco clouds Author(s): Gharbaoui, M.; Martini, B.; Cecchetti, G.; Castoldi, P. 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DOI: 10.1109/access.2021.3115173 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 Publisher: Institute of Electrical and Electronics Engineers 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 Publisher: Institute of Electrical and Electronics Engineers 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 Publisher: Institute of Electrical and Electronics Engineers Inc. 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 Publisher: MDPI 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 Publisher: Optical Society of America DOI: 10.1364/jocn.390701 Automated service provisioning and hierarchical SLA management in 5G systems Author(s): Li, Xi; Chiasserini, Carla Fabiana; Mangues-Bafalluy, Josep; Baranda, Jorge; Landi, Giada; Martini, Barbara; Costa-Pérez, Xavier; Puligheddu, Corrado; Valcarenghi, Luca Published in: IEEE Transactions on Network and Service Management, 2021, ISSN 1932-4537 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tnsm.2021.3102890 Service based virtual RAN architecture for next generation cellular systems Author(s): Zeydan, Engin; Mangues-Bafalluy, Josep; Baranda, Jorge; Requena, Manuel; Turk, Yekta Published in: IEEE Access, 2022, ISSN 2169-3536 Publisher: Institute of Electrical and Electronics Engineers Inc. DOI: 10.1109/access.2022.3144534 A model-based approach to multi-domain monitoring data aggregation Author(s): Pastor, Antonio; López, Diego R.; Ordonez-Lucena, Jose; Fernández, Sonia; Folgueira, Jesús Published in: Journal of ICT Standardization, 2021, ISSN 2245-800X Publisher: River Publishers DOI: 10.13052/jicts2245-800x.9210 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 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/twc.2020.3040791 TOTP Moving Target Defense for sensitive network services Author(s): Cunha, Vitor A.; Corujo, Daniel; Barraca, Joao P.; Aguiar, Rui L. Published in: Elsevier Pervasive and Mobile Computing Journal, 2021, ISSN 1574-1192 Publisher: Elsevier BV DOI: 10.1016/j.pmcj.2021.101412 Multi-domain solutions for the deployment of private 5G networks Author(s): 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 Published in: IEEE Access, 2021, ISSN 2169-3536 Publisher: 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 Author(s): 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. Published in: IEEE Communications Magazine, 2021, ISSN 0163-6804 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/mcom.001.2000730 Monitoring Platform Evolution towards Serverless Computing for 5G and Beyond Systems Author(s): 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 Published in: IEEE Transactions on Network and Service Management, 2022, ISSN 1932-4537 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tnsm.2022.3150586 Dimensioning V2N services in 5G networks through forecast-based scaling Author(s): Martín Pérez, Jorge; Kondepu, Koteswararao; De Vleeschauwer, Danny; Reddy, Venkatarami; Magalhaes Guimaraes, Carlos Eduardo; Sgambelluri, Andrea; Valcarenghi, Luca; Papagianni, Chrysa; Bernardos Cano, Carlos Jesús Published in: IEEE Access, 2022, ISSN 2169-3536 Publisher: 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 Author(s): Ramanathan, Shunmugapriya; Kondepu, Koteswararao; Razo, Miguel; Tacca, Marco; Valcarenghi, Luca; Fumagalli, Andrea Published in: IEEE Access, 2021, ISSN 2169-3536 Publisher: 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 Author(s): 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 Published in: IEEE Communications Magazine, 2021, ISSN 0163-6804 Publisher: 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 Author(s): Antevski, Kiril; Girletti, Luigi; Bernardos Cano, Carlos Jesús; Oliva Delgado, Antonio de la; Baranda, Jorge; Mangues-Bafalluy, Josep Published in: IEEE Access, 2021, ISSN 2169-3536 Publisher: Institute of Electrical and Electronics Engineers Inc. DOI: 10.1109/access.2021.3114593 AI-driven, Context-Aware Profiling for 5G and Beyond Networks Author(s): Koursioumpas, Nikolaos; Barmpounakis, Sokratis; Stavrakakis, Ioannis; Alonistioti, Nancy Published in: IEEE Transactions on Network and Service Management, 2021, ISSN 1932-4537 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tnsm.2021.3126948 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 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tmc.2020.3043100 Searching for OpenAIRE data... There was an error trying to search data from OpenAIRE No results available
