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5G Development and validation platform for global industry-specific network services and Apps

Deliverables

Service Platform operational first release

The detailed design and the first available SP version with prioritised functionalities.

Integrated lab-based 5GTANGO platform

Implementation of Integration and Qualification environments and the definition of the sandbox environment

Final release of the service validation SDK toolset

Final 5GTANGO SDK release with implementations of validation, stat emigration support and profiling tools.

Final release of 5GTANGO platform

The final releases of tested and integrated 5GTANGO platform and sandbox environments.

Service Platform final release

The final SP version with full functionalities to be demonstrated in a vertical scenario.

First open-source release of the SDK toolset

The first release of the 5GTANGO service validation SDK will provide first validation workflows and functionalities

First prototype of VNFs/NS Store

This is the first prototype of the Store for NS qualification with basic V&V functionalities and associated NS metadata

Enriched Store for VNF/NS qualification

Enhanced version of the Store adding new functionalities in terms of more metadata treatment and V&V tests

Project website and communication guidelines

The hub of the project’s internet presence that will grow in both content and functionality throughout the execution. It also provides the guidelines for communication activities and links to the social network activities.

Dissemination and communication report P1

D8.2 will report achievements in Y1 and provide an assessment towards the targets set for Y1. It will also outline period 2 plan. (Synchronised with reporting period closure)

Implementation of pilots and first evaluation

First deployment of the pilots and initial evaluation analysis

Final demonstrators and evaluation report

Final releases of the pilots experimental evaluation and roadmap

Architecture design

The first version of the architecture is described in the chosen formal description technique.

Infrastructures, Continuous integration approach

Description of 5GTANGO infrastructures and CI/CD tools and way of working

Dissemination and communication report P2

D8.2 will report achievements in Y1 and provide an assessment towards the targets set for Y1. It will also outline period 2 plan.

Evaluation strategy and testbed setup report

Settle evaluation strategy, analysis of sites to support the pilots and specification of necessary VNFs

Verification and Validation strategy and Automated metadata management

Elaborates the V&V strategy, methodology across 3 service stages and associated sources of relevant metadata

Updated requirements, architecture design and V&V elements

T3.1 Based on experiences with the first architecture, an updated version with V&V task collaboration is described.

Pilots defnition and Requirements

Definition of use cases and specification of requirements for the 5GTANGO platform.

Publications

5G & SLAs: Automated proposition and management of agreements towards QoS enforcement

Author(s): Evgenia Kapassa, Marios Touloupou, Argyro Mavrogiorgou, Dimosthenis Kyriazis
Published in: 2018 21st Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN), 2018, Page(s) 1-5
DOI: 10.1109/ICIN.2018.8401587

Cheapo: An algorithm for runtime adaption of time intervals applied in 5G networks

Author(s): Marios Touloupou, Evgenia Kapassa, Athanasios Kiourtis, Dimosthenis Kyriazis
Published in: 2018 Fifth International Conference on Software Defined Systems (SDS), 2018, Page(s) 40-44
DOI: 10.1109/SDS.2018.8370420

SLAs in 5G: A Complete Framework Facilitating VNF- and NS- Tailored SLAs Management

Author(s): Evgenia Kapassa, Marios Touloupou, Dimosthenis Kyriazis
Published in: 2018 32nd International Conference on Advanced Information Networking and Applications Workshops (WAINA), 2018, Page(s) 469-474
DOI: 10.1109/WAINA.2018.00130

A Survey on the Programmable Data Plane: Abstractions, Architectures, and Open Problems

Author(s): Roberto Bifulco, Gabor Retvari
Published in: IEEE International Conference on High Performance Switching and Routing, 2018

Verification and validation framework for 5G network services and apps

Author(s): Mengxuan Zhao, Franck Le Gall, Philippe Cousin, Ricard Vilalta, Raul Munoz, Sonia Castro, Manuel Peuster, Stefan Schneider, Maria Siapera, Evgenia Kapassa, Dimosthenis Kyriazis, Peer Hasselmeyer, George Xilouris, Christos Tranoris, Spyros Denazis, Josep Martrat
Published in: 2017 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2017, Page(s) 321-326
DOI: 10.1109/NFV-SDN.2017.8169878

Enabling Vertical Industries Adoption of 5G Technologies: a Cartography of Evolving Solutions

Author(s): Anastasios Zafeiropoulos, Panagiotis Gouvas, Eleni Fotopoulou, George Tsiolis, Thanos Xirofotos, Jose Bonnet, Gino Carrozzo, Stamatia Rizou, Anastasius Gavras, Maria Barros, Xavier Costa-Perez, Athul Prasad, Marco Gramaglia, Anna Tzanakaki, Dimitra Simeonidou, John Cosmas, Mikael Fallgren, Raul Muñoz, Ricard Vilalta
Published in: IEEE European Conference on Networks and Communications (EuCNC) 2018, 2018

5G Development and Validation Platform for global Industry-specific Network Services and Apps

Author(s): Martrat, Josep; Castro, Sonia; Bredel, Michael; Vilalta, Ricard
Published in: European Conference on Networks and Communications (EuCNC 2017), Issue 3, 2017
DOI: 10.5281/zenodo.1155672

Fully Automated Peer Service Orchestration of Cloud and Network Resources Using ACTN and CSO

Author(s): Ricard Vilalta, Young Lee, Haomian Zhang, Yi Lin, Ramon Casellas, Arturo Mayoral, Ricardo Martínez, Raul Muñoz, Luis Miguel Contreras, Victor López
Published in: Optical Fiber Communication Conference, 2017, Page(s) Tu3L.2
DOI: 10.1364/ofc.2017.tu3l.2

5GTANGO: A Beyond-MANO Service Platform

Author(s): Marios Touloupou, Dimosthenis Kyriazis, Evgenia Kapassa, Ricard Vilalta, Raul Muñoz, Ramon Casellas, Ricardo Martinez, George K Xilouris
Published in: IEEE European Conference on Networks and Communications (EuCNC) 2018, 2018

Optical Networks Virtualization and Slicing in the 5G era

Author(s): Ricard Vilalta, Arturo Mayoral López-de-Lerma, Raul Muñoz, Ricardo Martínez, Ramon Casellas
Published in: Optical Fiber Communication Conference, 2018, Page(s) M2A.4
DOI: 10.1364/ofc.2018.m2a.4

Towards IP & Transport Network Transformation Using Standardized Transport NorthBound Interfaces

Author(s): Ricard Vilalta, Victor López, Young Lee, Haomian Zheng, Yi Lin, Ramon Casellas, Oscar González-de-Dios, Ricardo Martínez, Raul Muñoz
Published in: Optical Fiber Communication Conference, 2018, Page(s) Tu3D.8
DOI: 10.1364/ofc.2018.tu3d.8

Network Slicing Resource Allocation and Monitoring over Multiple Clouds and Networks

Author(s): Ricardo Martínez, Ricard Vilalta, Ramon Casellas, Raul Muñoz, Li Fei, Pengcheng Tang, Victor López
Published in: Optical Fiber Communication Conference, 2018, Page(s) Tu3D.11
DOI: 10.1364/ofc.2018.tu3d.11

Scaling and Placing Bidirectional Services with Stateful Virtual and Physical Network Functions

Author(s): Sevil Dräxler, Stefan Schneider, Holger Karl
Published in: IEEE Conference on Network Softwarization (NetSoft), 2018

Emulation-based Smoke Testing of NFV Orchestrators in Large Multi-PoP Environments

Author(s): Manuel Peuster, Michael Marchetti, Gerardo Garcia De Blas, Holger Karl
Published in: 2018 European Conference on Networks and Communications (EuCNC), 2018, Page(s) 1-9
DOI: 10.1109/eucnc.2018.8442701

5GTANGO: An Approach for Testing NFV Deployments

Author(s): Peter Twamley, Marcel Müller, Patrick-Benjamin Bök, George K Xilouris, Christos Sakkas, Manuel Peuster, Stefan Schneider, Michail Alexandros Kourtis, Dimosthenis Kyriazis, Panagiotis Stavrianos
Published in: IEEE European Conference on Networks and Communications (EuCNC) 2018, 2018

Containernet 2.0: A Rapid Prototyping Platform for Hybrid Service Function Chains

Author(s): Manuel Peuster, Johannes Kampmeyer, Holger Karl
Published in: 2018 4th IEEE Conference on Network Softwarization and Workshops (NetSoft), 2018, Page(s) 335-337
DOI: 10.1109/netsoft.2018.8459905

Let the state follow its flows: An SDN-based flow handover protocol to support state migration

Author(s): Manuel Peuster, Hannes Kuttner, Holger Karl
Published in: 2018 4th IEEE Conference on Network Softwarization and Workshops (NetSoft), 2018, Page(s) 97-104
DOI: 10.1109/netsoft.2018.8460007

Dynamic 5G Slices for IoT Applications with Diverse Requirements

Author(s): Evgenia Kapassa, Marios Touloupou, Panagiotis Stavrianos, Dimosthenins Kyriazis
Published in: 2018 Fifth International Conference on Internet of Things: Systems, Management and Security, 2018, Page(s) 195-199
DOI: 10.1109/iotsms.2018.8554386

FlowBlaze: Stateful Packet Processing in Hardware

Author(s): Salvatore Pontarelli, Roberto Bifulco, Marco Bonola, Carmelo Cascone, Marco Spaziani, Valerio Bruschi, Davide Sanvito, Giuseppe Siracusano, Antonio Capone, Michio Honda, Felipe Huici, Giuseppe Bianchi
Published in: USENIX NSDI '19, 2019, Page(s) 531-547

Can the Network be the AI Accelerator?

Author(s): Davide Sanvito, Giuseppe Siracusano, Roberto Bifulco
Published in: Proceedings of the 2018 Morning Workshop on In-Network Computing - NetCompute '18, 2018, Page(s) 20-25
DOI: 10.1145/3229591.3229594

An Innovative eHealth System Powered By 5G Network Slicing

Author(s): Evgenia Kapassa, Marios Touloupou, Argyro Mavrogiorgou, Athanasios Kiourtis, Dimitra Giannouli, Konstantina Katsigianni, Dimosthenis Kyriazis
Published in: Sixth International Conference on Internet of Things: Systems, Management and Security 2019 (IoTSMS 2019), 2019

Introducing Licensing throughout SLAs in NFV Environment

Author(s): Evgenia Kapassa, Marios Touloupou,Dimosthenis Kyriazis,José Bonnet,Carlos Parada,Thomas Soenen, Ana Po
Published in: 16th International Conference on the Economics of Grids, Clouds, Systems and Services (GECON '19), 2019

INTRA: INTRODUCING ADAPTATION IN 5G MONITORING FRAMEWORKS

Author(s): Marios Touloupou,Evgenia Kapassa, Athanasios Kiourtis, Panayiotis Stavrianos, Dimosthenis Kyriazis
Published in: e-Society 2019 (ES2019), 2019

An Integrated SLA Management Framework in a 5G Environment

Author(s): Marios Touloupou, Evgenia Kapassa, Chrysostomos Symvoulidis, Panagiotis Stavrianos, Dimosthenis Kyriazis
Published in: 2019 22nd Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN), 2019, Page(s) 233-235
DOI: 10.1109/icin.2019.8685916

Towards Optimized Verification and Validation of 5G Services

Author(s): Marios Touloupou, Evgenia Kapassa, Argyro Mavrogiorgou, Dimosthenis Kyriazis
Published in: 2019 Sixth International Conference on Software Defined Systems (SDS), 2019, Page(s) 5-10
DOI: 10.1109/sds.2019.8768615

Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets

Author(s): Stefan Schneider, Arnab Sharma, Holger Karl, Heike Wehrheim
Published in: IFIP/IEEE International Symposium on Integrated Network Management (IM), 2019, Page(s) 116-124

A Generic Emulation Framework for Reusing and Evaluating VNF Placement Algorithms

Author(s): Stefan Schneider, Manuel Peuster, Holger Karl
Published in: 2018 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2018, Page(s) 1-6
DOI: 10.1109/nfv-sdn.2018.8725795

A Fully Integrated Multi-Platform NFV SDK

Author(s): Stefan Schneider, Manuel Peuster, Wouter Tavernier, Holger Karl
Published in: 2018 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2018, Page(s) 1-2
DOI: 10.1109/nfv-sdn.2018.8725794

Trade-Offs in Dynamic Resource Allocation in Network Function Virtualization

Author(s): Stefan Schneider, Sevil Draxler, Holger Karl
Published in: 2018 IEEE Globecom Workshops (GC Wkshps), 2018, Page(s) 1-3
DOI: 10.1109/glocomw.2018.8644352

Putting 5G into Production: Realizing a Smart Manufacturing Vertical Scenario

Author(s): Stefan Schneider, Manuel Peuster, Daniel Behnke, Marcel Muller, Patrick-Benjamin Bok, Holger Karl
Published in: 2019 European Conference on Networks and Communications (EuCNC), 2019, Page(s) 305-309
DOI: 10.1109/eucnc.2019.8802016

A Prototyping Platform to Validate and Verify Network Service Header-based Service Chains

Author(s): Manuel Peuster, Stefan Schneider, Frederic Tobias Christ, Holger Karl
Published in: 2018 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2018, Page(s) 1-5
DOI: 10.1109/nfv-sdn.2018.8725614

Understand your chains and keep your deadlines: Introducing time-constrained profiling for NFV

Author(s): Manuel Peuster, Holger Karl
Published in: IEEE/IFIP 14th International Conference on Network and Service Management (CNSM), 2018

Prototyping and Demonstrating 5G Verticals: The Smart Manufacturing Case

Author(s): Manuel Peuster, Stefan Schneider, Daniel Behnke, Marcel Muller, Patrick-Benjamin Bok, Holger Karl
Published in: 2019 IEEE Conference on Network Softwarization (NetSoft), 2019, Page(s) 236-238
DOI: 10.1109/netsoft.2019.8806685

"""Producing Cloud-Native"": Smart Manufacturing Use Cases on Kubernetes"

Author(s): Stefan Schneider, Manuel Peuster, Kai Hannemann, Daniel Behnke, Marcel Müller, Patrick-Benjamin Bök, Holger Karl
Published in: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN) Demo Track, 2019

The Softwarised Network Data Zoo

Author(s): Manuel Peuster, Stefan Schneider, Holger Karl
Published in: IEEE/IFIP 15th International Conference on Network and Service Management (CNSM), 2019

Demonstrating FOP4: A Flexible Platform to Prototype NFV Offloading Scenarios

Author(s): Daniele Moro, Manuel Peuster, Holger Karl, Antonio Capone
Published in: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2019

FOP4: Function Offloading Prototyping in Heterogeneous and Programmable Network Scenarios

Author(s): Daniele Moro, Manuel Peuster, Holger Karl, Antonio Capone
Published in: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2019

Fully automated peer service orchestration of cloud and network resources using ACTN and CSO

Author(s): Ricard Vilalta, Ramon Casellas, Ricardo Martinez, Raul Munoz, Young Lee, Haomian Zheng, Yi Lin, Victor Lopez, Luis Miguel Contreras
Published in: 2018 International Conference on Optical Network Design and Modeling (ONDM), 2018, Page(s) 124-129
DOI: 10.23919/ONDM.2018.8396118

Experimental Validation of Network Slicing Management for Vertical Applications on Multimedia Real-Time Communications over a Packet/Optical Network

Author(s): Alemany, Pol; Vilalta, Ricard; de la Cruz, Juan Luis; Pol, Ana; Román, Antón; Casellas, Ramon; Martínez, Ricardo; Muñoz, Raül
Published in: 21st International Conference on Transparent Optical Networks (ICTON), 9-13 July 2019, Issue 11, 2019
DOI: 10.5281/zenodo.3633218

Hierarchical and Recursive NFV Service Platform for End-to-End Network Service Orchestration Across Multiple NFVI Domains

Author(s): Raul Munoz, Ricard Vilalta, Ramon Casellas, Ricardo Martinez, Felipe Vicens, Josep Martrat, Victor Lopez, Diego Lopez
Published in: 2018 20th International Conference on Transparent Optical Networks (ICTON), 2018, Page(s) 1-5
DOI: 10.1109/ICTON.2018.8473616

Advanced NFV Features Applied to Multimedia Real-Time Communications Use Case

Author(s): Ana Pol, Ricard Vilalta, Raul Munoz, Felipe Vicens, Sonia Castro Carrillo, Anton Roman, Panagiotis Trakadas, Panagiotis Karkazis, Evgenia Kapassa, Marios Touloupou, Dimosthenis Kyriazis, Juan L. de la Cruz, Pol Alemany
Published in: 2019 IEEE 2nd 5G World Forum (5GWF), 2019, Page(s) 323-328
DOI: 10.1109/5GWF.2019.8911662

End-to-end network service deployment over multiple VIMs using a disaggregated transport optical network

Author(s): Vilalta, Ricard; de la Cruz, Juan Luis; Alemany, Pol; Casellas, Ramon; Martínez, Ricardo; Muqaddas, Abubakar
Published in: International Conference on Transparent Optical Networks (ICTON), Issue 29, 2019
DOI: 10.5281/zenodo.3678595

Network Programmability and Automation in Optical Networks

Author(s): Vilalta, Ricard; Casellas, Ramon; Martínez, Ricardo; Muñoz, Raül
Published in: Conference on Optical Network Design and Modelling (ONDM 2019), Issue 23, 2019
DOI: 10.5281/zenodo.3524321

Network Slicing Over A Packet/Optical Network For Vertical Applications Applied To Multimedia Real-Time Communications

Author(s): P. Alemany, J. de la Cruz, A. Pol, A. Roman, P. Tradakas, P. karkazis, M. Touloupou, E. Kapassa, D. Kyriazis, T. Soenen, C. Parada, J. Bonnet, R. Casellas, R. Martínez, R. Vilalta, R. Muñoz
Published in: 2019 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN) Demo Track, 2019
DOI: 10.5281/zenodo.3626871

Zero-Touch Network Slicing Through Multi-Domain Transport Networks

Author(s): Ricard Vilalta, Pol Alemany, Ramon Casellas, Ricardo Martinez, Carlos Parada, Jose Bonnet, Felipe Vicens, Raul Munoz
Published in: 2018 20th International Conference on Transparent Optical Networks (ICTON), 2018, Page(s) 1-4
DOI: 10.1109/ICTON.2018.8473898

Machine Learning for Dynamic Resource Allocation in Network Function Virtualization

Author(s): Stefan Schneider, N. P. Satheeschandran, Manuel Peuster, Holger Karl
Published in: IEEE Conference on Network Softwarization (NetSoft), 2020

Business Process Logic Controller: Business Process-aware Network Optimization for Smart Manufacturing

Author(s): Behnke, Daniel; Müller, Marcel; Patrick-Benjamin Bök
Published in: Issue 19, 2019
DOI: 10.5281/zenodo.3339126

Intelligent Network Services enabling Industrial IoT Systems for Flexible Smart Manufacturing

Author(s): Daniel Behnke, Marcel Muller, Patrick-Benjamin Bok, Jose Bonnet
Published in: 2018 14th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), 2018, Page(s) 1-4
DOI: 10.1109/WiMOB.2018.8589088

Putting NFV into Reality: Physical Smart Manufacturing Testbed

Author(s): Müller, Marcel; Behnke, Daniel; Bök, Patrick-Benjamin; Schneider, Stefan; Peuster, Manuel; Karl, Holger
Published in: Issue 24, 2019
DOI: 10.5281/zenodo.3707800

NFV-driven intrusion detection for smart manufacturing

Author(s): Behnke, Daniel; Müller, Marcel; Bök, Patrick-Benjamin; Schneider, Stefan; Peuster, Manuel; Karl, Holger; Rocha, Alberto; Mesquita, Miguel; Bonnet, José
Published in: Issue 17, 2019
DOI: 10.5281/zenodo.3707816

5G as Key Technology for Networked Factories: Application of Vertical-specific Network Services for Enabling Flexible Smart Manufacturing

Author(s): Müller, Marcel; Behnke, Daniel; Bök, Patrick-Benjamin; Peuster, Manuel; Schneider, Stefan; Karl, Holger
Published in: Issue 6, 2019
DOI: 10.5281/zenodo.3626751

SLA-controlled Proxy Service Through Customisable MANO Supporting Operator Policies

Author(s): Soenen, Thomas; Vicens, Felipe; Bonnet, José; Parada, Carlos; Kapassa, Eugenia; Touloupou, Marios; Fotopoulou, Eleni; Zafeiropoulos, Anastasios; Pol, Ana; Kolometsos, Stavros; Xilouris, George; Alemany, Pol; Vilalta, Ricard; Trakadas, Panos; Karkadis, Panos; Peuster, Manuel; Tavernier, Wouter
Published in: IFIP/IEEE International Symposium on Integrated Network Management (IM), Issue 8, 2019
DOI: 10.5281/zenodo.3690834

Towards Autonomic Policy-based Network Service Deployment with SLA and Monitoring

Author(s): Xilouris, G.; Kolometsos, S.; Parada, C.; Bonnet, J.; Stavrianos, P.; Kapassa, E.; Touloupou, M.; Kyriazis, D.; Gouvas, P.; Fotopoulou, E.; Zafeiropoulos, A.; Vicens, F.; Martrat, J.; Alemany, P.; Muñoz, Raül; Vilalta, Ricard
Published in: IEEE Conference on Network Function Virtualization and Sodtware Defined Networks, Issue 8, 2018
DOI: 10.5281/zenodo.2549537

A framework for functional testing of VNFs

Author(s): Askhat Nuriddinov, Wouter Tavernier, Didier Colle, Mario Pickavet
Published in: 2018 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2018, Page(s) 1-2
DOI: 10.1109/nfv-sdn.2018.8725698

SLA-controlled Proxy Service Through Customisable MANO Supporting Operator Policies

Author(s): T. soenen et al.
Published in: 2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2019

Managing and Optimizing Quality of Service in 5G Environments Across the Complete SLA Lifecycle

Author(s): Evgenia Kapass, Marios Touloupou, Panagiotis Stavrianos, Georgios Xylouris, Dimosthenis Kyriazis
Published in: Advances in Science, Technology and Engineering Systems Journal, Issue 4/1, 2019, ISSN 2415-6698
DOI: 10.25046/aj040132

Automated testing of NFV orchestrators against carrier-grade multi-PoP scenarios using emulation-based smoke testing

Author(s): Manuel Peuster, Michael Marchetti, Gerardo García de Blas, Holger Karl
Published in: EURASIP Journal on Wireless Communications and Networking, Issue 2019/1, 2019, ISSN 1687-1499
DOI: 10.1186/s13638-019-1493-2

Introducing Automated Verification and Validation for Virtualized Network Functions and Services

Author(s): Manuel Peuster, Stefan Schneider, Mengxuan Zhao, George Xilouris, Panagiotis Trakadas, Felipe Vicens, Wouter Tavernier, Thomas Soenen, Ricard Vilalta, George Andreou, Dimosthenis Kyriazis, Holger Karl
Published in: IEEE Communications Magazine, Issue 57/5, 2019, Page(s) 96-102, ISSN 0163-6804
DOI: 10.1109/mcom.2019.1800873

Joint testing and profiling of microservice-based network services using TTCN-3

Author(s): Manuel Peuster, Christian Dröge, Clemens Boos, Holger Karl
Published in: ICT Express, Issue 5/2, 2019, Page(s) 150-153, ISSN 2405-9595
DOI: 10.1016/j.icte.2019.02.001

A flow handover protocol to support state migration in softwarized networks


Published in: ISSN 1055-7148
DOI: 10.1002/nem.2067

The Road to the Future of Healthcare: Transmitting Interoperable Healthcare Data Through a 5G Based Communication Platform

Author(s): Argyro Mavrogiorgou, Athanasios Kiourtis, Marios Touloupou, Evgenia Kapassa, Dimosthenis Kyriazis, Marinos Themistocleous
Published in: Information Systems - 15th European, Mediterranean, and Middle Eastern Conference, EMCIS 2018, Limassol, Cyprus, October 4-5, 2018, Proceedings, Issue 341, 2019, Page(s) 383-401
DOI: 10.1007/978-3-030-11395-7_30