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5G for Connected and Automated Road Mobility in the European UnioN

Deliverables

Design of the secure, cross-border, and multi-domain service orchestration platform

Overall description of the system to be delivered, involving resource management, service-orchestration, lifecycle management, security/privacy/data-protection mechanisms. Deliverable describing the architecture and the functionality for the cross-border (multi-domain) operations.

Advanced prototype for secure, cross-border, and multi-domain service orchestration

Advanced prototype integrating mechanisms for resource management serviceorchestration lifecycle management securityprivacydataprotection The prototype will be evaluated and tested under realistic conditions in preparation for the integration to be performed in the third year

5G-CARMEN Pilot plan

This deliverable will illustrate the methodology used in piloting the addressed KPIs the design of experiments and a plan of the tests

5G-CARMEN Final pilot report

This deliverable will report on final pilot results in the different sites This will include testing use cases trials and data collection and management

Final dissemination, impact assessment and exploitation report

This deliverable reports the complete set of activities performed in the project after the last year related to dissemination standardisation impact assessment and a final analysis of the achieved objectives of exploitation of the partners

Intermidiate report on 5G Technological Enablers for CCAM

Intermidiate report on the implementation and validation of the 5G enabling technologies used in the project

Implementation of the project website, dissemination channels and social media communications

This deliverable describes the project website contents and settings, the most relevant dissemination channels and the social media activities

Initial report on 5G Technological Enablers for CCAM

Implementation of the hybrid radio access network and of the various 5G technological enablers used in the project at different levels of maturity. Demonstration and validation of selected prototypes in realistic conditions.

Second dissemination, impact assessment and exploitation report

This deliverable reports the complete set of activities performed in the project until the second year related to dissemination standardisation impact assessment and a refined view of the achieved objectives of exploitation of the partners

Results on the validation of the 5G-CARMEN platform

Final version of the integrated 5GCARMEN platform supporting crossborder multidomain mechanisms resource management mechanisms serviceorchestration lifecycle management and securityprivacydataprotection System validated through pilots

5G-CARMEN Final System Architecture and Interfaces Specifications

This deliverable will provide the final specifications of the 5GCARMEN system architecture including its subcomponents their interfaces and the protocols to be used for the data exchange

D2.2. 5G-CARMEN Preliminary System Architecture and Interfaces Specifications

This deliverable will provide the preliminary specifications of the 5GCARMEN system architecture including its subcomponents their interfaces and the protocols to be used for the data exchange

5G-CARMEN Use Cases and Requirements

This deliverable will detail the 5G-CARMEN use cases and the associated functional and system requirements. This deliverable will also account for the outcomes of the review of the relevant 5G-PPP Phase 1 and Phase 2 projects.

Final report on 5G Technological Enablers for CCAM

Final report on the implementation and validation of the 5G enabling technologies used in the project All components are in their final version ready for integration in T44 and the system has been validated through pilots

First dissemination, impact assessment and exploitation report

This deliverable reports the complete set of activities performed in the project after the first year related to dissemination, standardisation, impact assessment and a first view of the achieved objectives of exploitation of the partners.

Data Management Plan for 5G-CARMEN

The Data Management Plan defines the basis of cooperation between partners and the data sharing mechanisms to enable the 5G-CARMEN use cases.

Publications

A Toolkit for Visualizing V2X Messages on the Smart Highway Testbed

Author(s): Erik de Britto e Silva; Jaimie Vranckx; Tom De Bruyn; Vincent Charpentier; Seilendria A. Hadiwardoyo; Johann M. Marquez-Barja
Published in: 2021 IEEE/ACM 25th International Symposium on Distributed Simulation and Real Time Applications, 2021, Page(s) 1-4, ISBN 978-1-6654-3326-6
Publisher: IEEE
DOI: 10.1109/ds-rt52167.2021.9576123

Multi-domain MEC orchestration platform for enhanced Back Situation Awareness

Author(s): Slamnik-Kriještorac Nina, Girma M. Yilma, F. Zarrar Yousaf, Marco Liebsch, Johann M. Marquez-Barja
Published in: IEEE INFOCOM 2021-IEEE Conference on Computer Communications Workshops, 2021, Page(s) 1-2, ISBN 978-1-6654-0443-3
Publisher: IEEE
DOI: 10.1109/infocomwkshps51825.2021.9484632

π-ROAD: A learn-as-you-go framework for on-demand emergency slices in V2X scenarios

Author(s): Okic A., Zanzi L., Sciancalepore V., Redondi A., Costa-Pérez X.
Published in: IEEE INFOCOM 2021-IEEE Conference on Computer Communications, 2021, Page(s) 1-10, ISBN 978-1-6654-0325-2
Publisher: IEEE
DOI: 10.1109/infocom42981.2021.9488677

Techno-economic and Simulation Study of a V2I-based Cooperative Manoeuvring Case in a Cross-border Scenario

Author(s): Chiha Ep Harbi, Asma; Poli, F.; Denis, B.; Vannieuwenborg, Frederic; Garcia-Roger, D.; Monserrat, J.F.; Aigner, W.
Published in: 2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall), 2021, Page(s) 1-7, ISBN 9781665413688
Publisher: IEEE
DOI: 10.1109/vtc2021-fall52928.2021.9625407

Cryptographic Enforcement of Access Control Policies in the Cloud: Implementation and Experimental Assessment

Author(s): Berlato Stefano, Roberto Carbone, Silvio Ranise
Published in: SECRYPT 2021, 2021, Page(s) 370-381
Publisher: SECRYPT

A Model for Cooperative Intelligent Transport Diffusion Simulation in the European Vehicle Fleet

Author(s): Degrande Thibault, Frederic Vannieuwenborg, Sofie Verbrugge, and Didier Colle
Published in: International Telecommunication Society (ITS Europe) 2022, 2022
Publisher: ITS Europe

Cost-efficient Placement and Scaling of 5G Core Network and MEC-enabled Application VNFs

Author(s): D. Harutyunyan, R. Bahravesh, and N. Slamnik-Krijestorac
Published in: 2021 IFIP/IEEE International Symposium on Integrated Network Management (IM), 2021, Page(s) 241-249, ISBN 978-3-903176-32-4
Publisher: IEEE

Service Continuity for CCAM Platform in 5G-CARMEN

Author(s): Hamid R. Barzegar, Van Thanh Le, Nabil El Ioini, Claus Pahl
Published in: 2020 International Wireless Communications and Mobile Computing (IWCMC), 2020, Page(s) 1764-1769, ISBN 978-1-7281-3129-0
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/iwcmc48107.2020.9148380

Open source testbed for vehicular communication

Author(s): Francesco Raviglione, Marco Malinverno, Claudio Casetti
Published in: Proceedings of the Twentieth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2019, Page(s) 405-406, ISBN 9781450367646
Publisher: ACM
DOI: 10.1145/3323679.3326623

Wireless Network Evolution Towards Service Continuity in 5G enabled Mobile Edge Computing

Author(s): Hamid R. Barzegar, Nabil El Ioini, Van Thanh Le, Claus Pahl
Published in: 2020 Fifth International Conference on Fog and Mobile Edge Computing (FMEC), 2020, Page(s) 78-85, ISBN 978-1-7281-7216-3
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/fmec49853.2020.9144852

5G-CARMEN: Service Continuity in 5G-Enabled Edge Clouds

Author(s): Hamid R. Barzegar, Nabil El Ioini, Claus Pahl, Van Thanh Le
Published in: 8th European Conference On Service-Oriented And Cloud Computing, 2020
Publisher: Cretan Conference and Business Services Greece (CCBS Greece)

Analyzing the impact of VIM systems over the MEC management and orchestration in vehicular communications

Author(s): Nina Slamnik-Kriještorac, Michael Peeters, Steven Latré, Johann M. Marquez-Barja
Published in: 5th International Workshop on Vehicular Networking and Intelligent Transportation Systems (ICCCN 2020), 2020, ISBN 978-1-7281-6607-0
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/icccn49398.2020.9209636

A Multi-stack Simulation Framework for Vehicular Applications Testing

Author(s): Marco Malinverno; Francesco Raviglione; Claudio Casetti; Carla-Fabiana Chiasserini; Josep Mangues-Bafalluy; Manuel Requena-Esteso
Published in: DIVANet - Proceedings of the 10th ACM Symposium on Design and Analysis of Intelligent Vehicular Networks and Applications, 2020, Page(s) 17-24
Publisher: ACM
DOI: 10.1145/3416014.3424603

Unraveling Edge-based in-vehicle infotainment using the Smart Highway testbed

Author(s): Slamnik-Kriještorac Nina, Johann M. Marquez-Barja
Published in: 2021 IEEE 18th Annual Consumer Communications & Networking Conference (CCNC), 2021, Page(s) 1-4, ISBN 978-1-7281-9794-4
Publisher: IEEE
DOI: 10.1109/ccnc49032.2021.9369622

Demo: Open Source Platform for IEEE 802.11p NICs Evaluation

Author(s): Francesco Raviglione, Marco Malinverno, Claudio Casetti
Published in: "2019 IEEE 20th International Symposium on ""A World of Wireless, Mobile and Multimedia Networks"" (WoWMoM)", 2019, Page(s) 1-3, ISBN 978-1-7281-0270-2
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/wowmom.2019.8793023

Current 4G Networks Limitations Pleading for 5G for Cross-border CAM Services [5G-CARMEN]

Author(s): J. Hillebrand, D. Garcia-Roger, S. Inca, J. F. Monserrat, F. Poli, B. Denis, M. Gerosa, G. Avdikos, A. Heider-Aviet
Published in: IEEE 5G Virtual Summit - IEEE 5G for CAM, May 11-12, 2021, Brussels, Belgium, 2021
Publisher: IEEE

Security Considerations on 5G-Enabled Back-Situation Awareness for CCAM

Author(s): M. Centenaro, S. Berlato, R. Carbone, G. Burzio, G. F. Cordella, R. Riggio, S. Ranise
Published in: 2020 IEEE 3rd 5G World Forum (5GWF), 2020, Page(s) 245-250, ISBN 978-1-7281-7299-6
Publisher: IEEE
DOI: 10.1109/5gwf49715.2020.9221064

Cooperative Localization Enhancement through GNSS Raw Data in Vehicular Networks

Author(s): Minetto Alex, Simone Zocca, Francesco Raviglione, Marco Malinverno, Claudio Ettore Casetti, Carla-Fabiana Chiasserini, Fabio Dovis
Published in: 2021 IEEE Globecom Workshops, 2021, Page(s) 1-6, ISBN 978-1-6654-2390-8
Publisher: IEEE
DOI: 10.1109/gcwkshps52748.2021.9682163

An optimized application-context relocation approach for Connected and Automated Mobility (CAM)

Author(s): Slamnik-Krijestorac, Nina; Latré, Steven; Marquez-Barja, Johann
Published in: IEEE 5G Virtual Summit - IEEE 5G for CAM, May 11-12, 2021, Brussels, Belgium, 2021
Publisher: IEEE
DOI: 10.48550/arxiv.2109.11362

AutoMEC: LSTM-based user mobility prediction for service management in distributed MEC resources.

Author(s): U. Fattore, M. Liebsch, B. Brik, A. Ksentini
Published in: Proceedings of the 23rd International ACM Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, 2020, Page(s) 155-159
Publisher: ACM
DOI: 10.1145/3416010.3423246

Experimental Assessment of IEEE 802.11-based V2I Communications

Author(s): Raviglione Francesco, Marco Malinverno, Stefano Feraco, Giuseppe Avino, Claudio Casetti, Carla Fabiana Chiasserini, Nicola Amati, Joerg Widmer.
Published in: Proceedings of the 18th ACM Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, & Ubiquitous Networks, 2021, Page(s) 33-40, ISBN 978-1-4503-9078-1
Publisher: Association for Computing Machinery (ACM)

Characterization and performance evaluation of 802.11p NICs

Author(s): Raviglione, Francesco; Malinverno, Marco; Casetti, CLAUDIO ETTORE
Published in: Proceedings of the 1st ACM MobiHoc Workshop on Technologies, mOdels, and Protocols for Cooperative Connected Cars, 2019, Page(s) 13-18
Publisher: Association for Computing Machinery
DOI: 10.1145/3331054.3331548

CAMAF: A framework to increase safety on the road

Author(s): Charpentier Vincent, Erik de Britto e Silva, Seilendria Hadiwardoyo, Johann Marquez-Barja
Published in: 2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC), 2022, Page(s) 887-880, ISBN 978-1-6654-3161-3
Publisher: IEEE
DOI: 10.1109/ccnc49033.2022.9700523

Gossip-based monitoring of virtualized resources in 5G networks

Author(s): Mauro Femminella, Gianluca Reali
Published in: IEEE INFOCOM 2019-IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 2019, Page(s) pp. 378-384
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/infcomw.2019.8845306

Reinforcing Traffic Safety by Using CAM to Verify Velocity Accuracy

Author(s): Erik de Britto e Silva; Seilendria A. Hadiwardoyo; Cristina Costa; Johann M. Marquez-Barja
Published in: 2021 IEEE/ACM 25th International Symposium on Distributed Simulation and Real Time Applications, 2021, Page(s) 1-8, ISBN 978-1-6654-3326-6
Publisher: IEEE
DOI: 10.1109/ds-rt52167.2021.9576153

Demo Abstract: Assessing MANO Performance based on VIM Platforms within MEC Context

Author(s): Nina Slamnik-Krijestorac, Johann M. Marquez-Barja
Published in: IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 2020, Page(s) 1338-1339, ISBN 978-1-7281-8695-5
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/infocomwkshps50562.2020.9162932

Experiencing CAMAF for safer smart mobility

Author(s): Charpentier Vincent, Erik de Britto e Silva, Seilendria Hadiwardoyo, Nina Slamnik-Krijestorac, Johann Marquez-Barja
Published in: 2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC), 2022, Page(s) 935-936, ISBN 978-1-6654-3161-3
Publisher: IEEE
DOI: 10.1109/ccnc49033.2022.9700584

A Multi-domain Network Simulator based on NS-3

Author(s): Van Le, Nabil El Ioini, Hamid Barzegar, Claus Pahl
Published in: Proceedings of the 10th International Conference on Simulation and Modeling Methodologies, Technologies and Applications, 2020, Page(s) 217-224, ISBN 978-989-758-444-2
Publisher: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0009831602170224

Blockchain Based Service Continuity in Mobile Edge Computing

Author(s): Van Thanh Le, Claus Pahl, Nabil El Ioini
Published in: 2019 Sixth International Conference on Internet of Things: Systems, Management and Security (IOTSMS), 2019, Page(s) 136-141, ISBN 978-1-7281-2949-5
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/iotsms48152.2019.8939219

Leveraging Mobile Edge Computing to Improve Vehicular Communications

Author(s): Nina Slamnik-Kriještorac, Henrique Cesar Carvalho de Resende, Carlos Donato, Steven Latré, Roberto Riggio, Johann Marquez-Barja
Published in: 2020 IEEE 17th Annual Consumer Communications & Networking Conference (CCNC), 2020, Page(s) 1-4
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/ccnc46108.2020.9045698

Mobile edge cloud computing simulation tool survey and literature reviews

Author(s): Van Thanh Le, Nabil El Ioini, Claus Pahl, Hamid R Barzegar
Published in: 1st International Workshop on Edge Adoption and Migration (EdgeWays 2020), 2020
Publisher: Cretan Conference and Business Services Greece (CCBS Greece)

A Flexible, Protocol-agnostic Latency Measurement Platform

Author(s): Francesco Raviglione, Marco Malinverno, Claudio Casetti
Published in: IEEE 90th Vehicular Technology Conference (VTC2019-Fall), 2019, Page(s) 1-5
Publisher: Institute of Electrical and Electronics Engineers

Benchmarking open source NFV MANO systems: OSM and ONAP

Author(s): Girma M. Yilma, Zarrar F. Yousaf, Vincenzo Sciancalepore, Xavier Costa-Perez
Published in: Computer Communications, Issue Volume 161, 2020, Page(s) 86-98, ISSN 0140-3664
Publisher: Elsevier BV
DOI: 10.1016/j.comcom.2020.07.013

Two-Layer Network Caching for Different Service Requirements

Author(s): Gianluca Reali; Mauro Femminella
Published in: Future Internet 13(4), Issue 19995903, 2021, Page(s) 85, ISSN 1999-5903
Publisher: MDPI
DOI: 10.3390/fi13040085

Mapping the VNFs and VLs of a RAN Slice Onto Intelligent PoPs in Beyond 5G Mobile Networks

Author(s): Mohammad Asif Habibi; Faqir Zarrar Yousaf; Hans D. Schotten
Published in: IEEE Open Journal of the Communications Society 3 2022, Issue 2644125X, 2022, Page(s) 670-704, ISSN 2644-125X
Publisher: IEEE
DOI: 10.1109/ojcoms.2022.3165000

Predictive Voice-Over-Internet Protocol Fallback Over Vehicular Channels: Employing Artificial Intelligence at the Edge of 5G Networks

Author(s): Marco Centenaro, Stefano Tomasin, Nevio Benvenuto, and Shaoshi Yang
Published in: IEEE Vehicular Technology Magazine, Issue 15(2), 2020, Page(s) 72-78, ISSN 1556-6072
Publisher: Institute of Electrical and Electronics Engineers

Sharing Distributed and Heterogeneous Resources toward End-to-End 5G Networks: A Comprehensive Survey and a Taxonomy

Author(s): Nina Slamnik-Kriještorac, Haris Kremo, Marco Ruffini, Johann M. Marquez-Barja
Published in: IEEE Communications Surveys & Tutorials, 2020, ISSN 1553-877X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/comst.2020.3003818

Safety-Related Cooperative, Connected, and Automated Mobility Services: Interplay Between Functional and Security Requirements

Author(s): Marco Centenaro; Stefano Berlato; Roberto Carbone; Gianfranco Burzio; Giuseppe Faranda Cordella; Roberto Riggio; Silvio Ranise
Published in: IEEE Vehicular Technology Magazine 16.4, Issue 15566072, 2021, Page(s) 78-88, ISSN 1556-6072
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mvt.2021.3089144

Smart Card-Based Identity Management Protocols for V2V and V2I Communications in CCAM: A Systematic Literature Review

Author(s): S. Berlato, M. Centenaro, S. Ranise
Published in: IEEE Transactions on Intelligent Transportation Systems (Volume: 23, Issue: 8), Issue 15249050, 2021, Page(s) 10086 - 10103, ISSN 1524-9050
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tits.2021.3118721

SARDO: An Automated Search-and-Rescue Drone-based Solution for Victims Localization

Author(s): Albanese Antonio, Vincenzo Sciancalepore, Xavier Costa-Pérez
Published in: IEEE Transactions on Mobile Computing 21.9, Issue 15361233, 2021, Page(s) 3312-3325, ISSN 1536-1233
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tmc.2021.3051273

MANOaaS: A multi-tenant NFV MANO for 5G network slices

Author(s): Yousaf Faqir Zarrar, Vincenzo Sciancalepore, Marco Liebsch, Xavier Costa-Perez
Published in: IEEE Communications Magazine, Issue 57(5), 2019, Page(s) 103-109, ISSN 0163-6804
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mcom.2019.1800898

Network Service and Resource Orchestration: A Feature and Performance Analysis within the MEC-Enhanced Vehicular Network Context

Author(s): Nina Slamnik-Kriještorac, Erik de Britto e Silva, Esteban Municio, Henrique C. Carvalho de Resende, Seilendria A. Hadiwardoyo, Johann M. Marquez-Barja
Published in: Sensors, Issue 20/14, 2020, Page(s) 3852, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20143852

ONIX: Open Radio Network Information eXchange

Author(s): Coronado Estefanía, Francesco Raviglione, Marco Malinverno, Claudio Casetti, Ana Cantarero, Gabriel Cebrián-Márquez, Roberto Riggio
Published in: IEEE Communications Magazine 59, no. 10, Issue 01636804, 2021, Page(s) 14-20, ISSN 0163-6804
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mcom.101.2000900

V2X support in 3GPP specifications: From 4G to 5G and beyond

Author(s): David Garcia-Roger; Edgar E. González; David Martín-Sacristán; Jose F. Monserrat
Published in: IEEE access Vol 8, Issue 21693536, 2020, Page(s) 190946-190963, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2020.3028621

Edge-based collision avoidance for vehicles and vulnerable users: an architecture based on MEC

Author(s): Marco Malinverno, Giuseppe Avino, Claudio Casetti, Carla Fabiana Chiasserini, Francesco Malandrino, Salvatore Scarpina
Published in: IEEE vehicular technology magazine, Issue 15(1), 2019, Page(s) 27-35, ISSN 1556-6072
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mvt.2019.2953770

Experimental Analysis of the Application of Serverless Computing to IoT Platforms.

Author(s): Priscilla Benedetti; Mauro Femminella; Gianluca Reali; Kris Steenhaut
Published in: Sensors 21.3, Issue 14248220, 2021, Page(s) 928, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21030928

An edge abstraction layer enabling federated and hierarchical orchestration of CCAM services in 5G and beyond networks

Author(s): Mauro Femminella, Gianluca Reali
Published in: ITU Journal on Future and Evolving Technologies, Volume 3 (2022), Issue 1, Issue 26168375, 2022, Page(s) 58-80, ISSN 2616-8375
Publisher: ITU
DOI: 10.52953/lnav1342

Collaborative orchestration of multi-domain edges from a Connected, Cooperative and Automated Mobility (CCAM) perspective

Author(s): Slamnik-Krijestorac Nina, Girma M. Yilma, Marco Liebsch, Faqir Zarrar Yousaf, Johann Marquez-Barja
Published in: IEEE Transactions on Mobile Computing (2021), Issue 15580660, 2021, ISSN 1558-0660
Publisher: IEEE
DOI: 10.1109/tmc.2021.3118058

COPA: Experimenter-Level Container Orchestration for Networking Testbeds

Author(s): Henrique Cesar Carvalho de Resende; Matias Artur Klafke Schimuneck; Cristiano Bonato Both; Juliano Araujo Wickboldt; Johann M. Marquez-Barja
Published in: IEEE Access, Vol 8, Issue 21693536, 2020, Page(s) 201781-201798, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2020.3035619

How should network slice instances be provided to multiple use cases of a single vertical industry?

Author(s): M. A. Habibi, B. Han, F. Zarrar Yousaf and H. D. Schotten
Published in: IEEE Communications Standards Magazine 4.3, Issue 24712825, 2020, Page(s) 53-61, ISSN 2471-2825
Publisher: IEEE Communications Society
DOI: 10.1109/mcomstd.001.1900050

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