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CORDIS

Architecture for Scalable, Self-*, human-centric, Intelligent, Secure, and Tactile next generation IoT

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Risk Management v1 (opens in new window)

The deliverable will include the risk policy forecasted and detected risks and the mitigation measures including ethical and legal risks

Pilot Scenario Implementation - Final Version (opens in new window)

This deliverable will document the three pilots and integrated third parties, addressing the proposed use cases and scenarios.

Advisory Board Minutes - First Meeting (opens in new window)

Minutes and report of the first meeting with the Advisory Board

Legal and Regulatory Constraints Analysis and Specification (opens in new window)

Details of legal and regulatory constraints in different countries that have to be considered when designing ASSISTIoT solutions

Release and Distribution Plan - Final (opens in new window)

Final version of the software and documentation release. This version will update the initial plan

Evaluation Plan (opens in new window)

Reference document concerning all evaluation activities within the action describing in detail howwhenwho will accomplish them KPIsdata gathering methodstimeplanpartners

Ethics and Privacy Protection Manual v2 (opens in new window)

The deliverable will formally specify ways in which conformance with ethical and legal guidelines will be ensured in line with pertinent EU and local documents

Risk Management v2 (opens in new window)

The deliverable will include the risk policy forecasted and detected risks and the mitigation measures including ethical and legal risks

Pilot Scenario Implementation - First Version (opens in new window)

This deliverable will document the three pilots and integrated third parties addressing the proposed use cases and scenarios

Initial Core Enablers Specification (opens in new window)

initial specification of components of horizontal planes

State-of-the-Art and Market Analysis Report (opens in new window)

Document with main results of SotA review and stakeholders and market analysis carried out

Risk Management v3 (opens in new window)

The deliverable will include the risk policy, forecasted and detected risks and the mitigation measures, including ethical and legal risks.

Pilot Scenario Implementation - Intermediate Version (opens in new window)

This deliverable will document the three pilots and integrated third parties, addressing the proposed use cases and scenarios.

Final Report on Impact Creation (opens in new window)

Report on the achievements of the action in terms of communication, showcasing, dissemination and exploitation.

ASSIST-IoT Architecture Definition - Final (opens in new window)

Final specification of the ASSIST-IoT technical architecture and its components.

Technical and Support Documentation - Final (opens in new window)

Includes final versions of all technical and supporting documentation of components developed in WP3 and WP4.

Devsecops Methodology And Tools (opens in new window)

Specification of technologies tools and environment needed to be put in place for instantiation of the DevSecOps approach of ASSISTIoT

ASSIST-IoT Architecture Definition - Intermediate (opens in new window)

Intermediate specification of the ASSISTIoT technical architecture and its components

Advisory Board Minutes - Final Meeting (opens in new window)

Minutes and report of the final meeting with the Advisory Board

ASSIST-IoT Architecture Definition - Initial (opens in new window)

Initial specification of the ASSISTIoT technical architecture and its components

Report on Impact Creation Achievements and Plan for the First Period (opens in new window)

Summarises activities of the first half of the projects duration and summarises the revised plan for communication showcasing dissemination and exploitation

Advisory Board Minutes - Second Meeting (opens in new window)

Minutes and report of the second meeting with the Advisory Board

Technical and Support Documentation - Initial (opens in new window)

Includes initial versions of all technical and supporting documentation of components developed in WP3 and WP4

Report on Contribution to Standardisation and International Fora -Final (opens in new window)

Report on actions undertaken by the Consortium, standardisation activities and contributions to various international fora.

Impact Creation Roadmap (opens in new window)

The report summarises the initial ASSISTIoT communication dissemination showcasing and exploitation plan as well indicative activities performed so far

Release and Distribution Plan - Initial (opens in new window)

Software and documentation release and distribution plan to be followed for all components First release will provide the plan

Report on Contribution to Standardisation and International Fora - Initial (opens in new window)

Report on actions undertaken by the Consortium standardisation activities and contributions to various international fora

Technical Evaluation and Assessment Report (opens in new window)

The deliverable will provide the assessment findings from a technical perspective, covering integration, testing and trial activities.

Ethics and Privacy Protection Manual v1 (opens in new window)

The deliverable will formally specify ways in which conformance with ethical and legal guidelines will be ensured in line with pertinent EU and local documents

Final Evaluation Report (opens in new window)

The deliverable will provide action assessment covering: pilots, impact, usability and process evaluation. Verifying project objectives achievement, and how they were achieved (process evaluation).

Software Structure And Final Design (opens in new window)

Final software components, relationships and building blocks, in relationship with the architecture after improvement loop(s)

Deployment Plan and Operational Framework (opens in new window)

This deliverable will document plan of activities for deploying ASSISTIoT in pilot sites including technical organizational and operational aspects Results of smallscale demonstrations will also be reported as well as integration of third parties

Software Structure and Preliminary Design (opens in new window)

Initial software components relationships and building blocks in relationship with the architecture

Testing and Integration Plan - Final (opens in new window)

Final plan and results of testing and integration

Use Cases Manual & Requirements and Business analysis - Final (opens in new window)

Final version of use cases and scenarios definition needed to deploy the reference architecture analysis of requirements including dependencies and interrelations mapping of requirements onto business needs and definition of solutions

Project Management Handbook (opens in new window)

The deliverable will include all necessary project management procedures (reporting, approvals, etc.) to be performed by Consortium members.

Final Integration and Support Report (opens in new window)

D6.8 - Final Integration and Support Report [M36] - Report about final version of documentation, integration tests and packaging designs and configuration. Deliverable created out of the extension request of the project.

Risk Update and Status Report (opens in new window)

Risk Update and Status Report [M36] - provide an update status of the project and the risks face. Deliverable inserted as a consequence of project extension.

Web Site, Social Media Channels and Communication Support Material (opens in new window)

Details on projects Website profiles in selected Social Networks and core communication material such as posters and leaflets

Testing and Integration Plan - Initial (opens in new window)

Includes testing plan to be followed for all components belonging The initial release will outline the initial plan

Business Models and Marketing Operations - Final (opens in new window)

Compiles results of market analysis, implications (e.g., financial, industrial/manufacturing, regulatory, environmental, socioeconomic aspects) and business models to adopt by partners for ASSIST-IoT.

First Open Call Report (opens in new window)

Complete report of all proceduralformal aspects of the first open call selection procedure

Second Open Call Report (opens in new window)

Complete report of all procedural/formal aspects of the second open call selection procedure

Business Models and Marketing Operations - Initial (opens in new window)

Compiles results of market analysis implications eg financial industrialmanufacturing regulatory environmental socioeconomic aspects and business models to adopt by partners for ASSISTIoT

Use Cases Manual & Requirements and Business analysisl - Initial (opens in new window)

Initial version of use cases and scenarios definition needed to deploy the reference architecture, analysis of requirements (including dependencies and inter-relations), mapping of requirements onto business needs and definition of solutions.

Traversal Enablers Development Preliminary Version (opens in new window)

Preliminary software version

Traversal Enablers Development Intermediate Version (opens in new window)

Intermediate software version

Final Core Enablers Specification and Implementation (opens in new window)

Final specification and final version of implementation of components of horizontal planes.

Traversal Enablers Development Final Version (opens in new window)

Final software version

Core Enablers Specification and Implementation (opens in new window)

intermediate specification and first version of implementation of components of horizontal planes

Data Management Plan (opens in new window)

The deliverable will include ASSISTIoT Guidelines on Data Management and the association with the Open Research Data Pilot

Publications

Exploiting Mixed Reality in a Next-Generation IoT ecosystem of a construction site (opens in new window)

Author(s): Tina Katika, Fotios K. Konstantinidis, Thomas Papaioannou, Aris Dadoukis, Spyridon Nektarios Bolierakis, Georgios Tsimiklis, Angelos Amditis
Published in: IEEE International Workshop on Imaging Systems and Techniques (IST), 2022
Publisher: IEEE
DOI: 10.1109/ist55454.2022.9827726

Mixed Reality for health and safety monitoring (opens in new window)

Author(s): Tina Katika, Thomas Papaioannou, Fotios K. Konstantinidis, Anna Dabrowska, Spyridon Nektarios Bolierakis, Monika Kobus, Małgorzata Okrasa, Georgios Tsimiklis, and Angelos Amditis
Published in: 2023 IEEE International Conference on Imaging Systems and Techniques (IST), 2023
Publisher: IEEE
DOI: 10.1109/ist59124.2023.10355724

Design Concepts of the ASSIST-IoT Smart Orchestrator for Managing the Realization of NGIoT Systems

Author(s): Alejandro Fornés-Leal, Francisco Mahedero Biot, Rafael Vaño, Raúl Reinosa Simón, Pawel Szmeja, Ignacio Lacalle, and Carlos Enrique Palau
Published in: WFIoT2023 (accepted, to be published), 2024
Publisher: IEEE

AI Application in Next Generation Programmable Networks (opens in new window)

Author(s): Mateusz Rasmus, Stanislaw Kozdrowski, Zbigniew Kopertowski
Published in: 2022 International Conference on Software, Telecommunications and Computer Networks (SoftCOM), 2022, ISSN 1847-358X
Publisher: IEEE
DOI: 10.23919/softcom55329.2022.9911332

Implementing Autonomic Internet of Things Ecosystems – Practical Considerations (opens in new window)

Author(s): Kumar Nalinaksh, Piotr Lewandowski, Maria Ganzha, Marcin Paprzycki, Wiesław Pawłowski, Katarzyna Wasielewska-Michniewska
Published in: Parallel Computing Technologies - 16th International Conference, PaCT 2021, Kaliningrad, Russia, September 13–18, 2021, Proceedings, Issue 12942, 2021, Page(s) 420-433, ISBN 978-3-030-86358-6
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-86359-3_32

Implementation of UI methods and UX in VR in case of 3D printer tutorial (opens in new window)

Author(s): Andrzej PASZKIEWICZ, Mateusz SALACH, Maria GANZHA, Marcin PAPRZYCKI, Marek BOLANOWSKI, Grzegorz BUDZIK, Hubert WÓJCIK, Fotios KONSTANTINIDIS, and Carlos E. PALAU
Published in: Proceedings of the 21st International Conference on New Trends in Intelligent Software Methodologies, Tools and Techniques, 2022
Publisher: IOS Press
DOI: 10.3233/faia220275

Introducing Federated Learning into Internet of Things ecosystems – preliminary considerations (opens in new window)

Author(s): Karolina Bogacka; Katarzyna Wasielewska-Michniewska; Marcin Paprzycki; Maria Ganzha; Anastasiya Danilenka; Lambis Tassakos; Eduardo Garro
Published in: Crossref, Issue 65, 2022
Publisher: arXiv
DOI: 10.1109/wf-iot54382.2022.10152142

Tactile Internet in Internet of Things Ecosystems (opens in new window)

Author(s): Ignacio Lacalle, Cesar Lopez, Rafael Vaño, Carlos E. Palau, Manuel Esteve, Maria Ganzha, Marcin Paprzycki, Pawel Szmeja
Published in: International Conference on Paradigms of Communication, Computing and Data Sciences (PCCDS 2021), 2022
Publisher: Springer
DOI: 10.1007/978-981-19-1677-9_69

From OBD to connected diagnostics: a game changer at fleet, vehicle and component level (opens in new window)

Author(s): Carlos Guardiola, Christian Vigild, Frederik De Smet, Klaus Schusteritz
Published in: IFAC-PapersOnLine, Issue Volume 54, Issue 10, 2021, Page(s) 558-563
Publisher: IFAC-PapersOnLine
DOI: 10.1016/j.ifacol.2021.10.221

Conferences >2022 IEEE 8th World Forum on ...A Fuzzy Knowledge-based System for UV Exposure Management (opens in new window)

Author(s): haralampos S. Kouzinopoulos, Anastasia Kassiani Blitsi, Georgios Stavropoulos, Konstantinos Votis, Dimitrios Tzovaras
Published in: 2022 IEEE 8th World Forum on Internet of Things (WF-IoT), 2023
Publisher: IEEE
DOI: 10.1109/wf-iot54382.2022.10152116

Maritime terminals’ cargo handling equipment cooperation leveraging IoT and edge computing: The ASSIST-IoT approach (opens in new window)

Author(s): Eduardo Garro; Ignacio Lacalle; Francisco Blanquer; Adrian Ramos; Angel Martinez; Piotr Sowiński; Miguel Angel Llorente; Carlos Palau
Published in: Crossref, Issue 6, 2022
Publisher: Elsevier
DOI: 10.1016/j.trpro.2023.11.831

Towards Edge-Cloud Architectures for Personal Protective Equipment Detection (opens in new window)

Author(s): Jaroslaw Legierski; Kajetan Rachwal; Piotr Sowinski; Wojciech Niewolski; Przemyslaw Ratuszek; Zbigniew Kopertowski; Marcin Paprzycki; Maria Ganzha
Published in: Crossref, Issue 56, 2023
Publisher: ACM
DOI: 10.1145/3590837.3590921

Decentralising Access Control for IoT Environment (opens in new window)

Author(s): Charalampos Savvaidis, Christos Patsonakis, Georgios Stavropoulos, AnastasiaKassiani Blitsi, Iordanis Papoutsoglou, Konstantinos Votis, Dimitrios Tzovaras
Published in: 2022 IEEE 8th World Forum on Internet of Things (WF-IoT), 2023
Publisher: IEEE
DOI: 10.1109/wf-iot54382.2022.10152066

ASSIST-IoT: A Reference Architecture for Next Generation Internet of Things (opens in new window)

Author(s): Alejandro Fornés-Leal, Ignacio Lacalle, Carlos E. Palau, Paweł Szmeja, Maria Ganzha, Marcin Paprzycki, Eduardo Garro, Francisco Blanquer
Published in: Proceedings of the 21st International Conference on New Trends in Intelligent Software Methodologies, Tools and Techniques, 2022
Publisher: IOS Press
DOI: 10.3233/faia220243

Efficient RDF Streaming for the Edge-Cloud Continuum (opens in new window)

Author(s): Piotr Sowiński; Katarzyna Wasielewska-Michniewska; Maria Ganzha; Wies∤aw Paw∤owski; Pawe∤ Szmeja; Marcin Paprzycki
Published in: Crossref, Issue 53, 2022
Publisher: arXiv
DOI: 10.1109/wf-iot54382.2022.10152225

Ant Colony Algorithms Application for Telco Networks Performance with Multi-criteria Optimization (opens in new window)

Author(s): Michał Berliński, Mateusz Rasmus, Zbigniew Kopertowski, Stanisław Kozdrowski
Published in: 2023 International Conference on Software, Telecommunications and Computer Networks (SoftCOM), 2023, ISSN 1847-358X
Publisher: IEEE
DOI: 10.23919/softcom58365.2023.10271586

Eficiency of REST and gRPC realizing communication tasks in microservice-based ecosystems (opens in new window)

Author(s): Marek BOLANOWSKI, Kamil ŻAK, Andrzej PASZKIEWICZ, Maria GANZHA, Marcin PAPRZYCKI, Ignacio LACALLE, Carlos E. PALAU
Published in: Proceedings of the 21st International Conference on New Trends in Intelligent Software Methodologies, Tools and Techniques, 2022
Publisher: IOS Press
DOI: 10.48550/arxiv.2208.00682

Application of Genetic Algorithm to Load Balancing in Networks with a Homogeneous Traffic Flow (opens in new window)

Author(s): Marek Bolanowski; Alicja Gerka; Andrzej Paszkiewicz; Maria Ganzha; Marcin Paprzycki
Published in: Computational Science – ICCS 2023 ISBN: 9783031360206, Issue 54, 2023
Publisher: Springer
DOI: 10.1007/978-3-031-36021-3_32

Evolution of MANO towards the Cloud-Native Paradigm for the Edge Computing (opens in new window)

Author(s): Alejandro Fornés-Leal, Ignacio Lacalle, Rafael Vaño, Carlos E. Palau, Fernando Boronat, Maria Ganzha and Marcin Paprzycki
Published in: Proceedings of ICACIT 2022, Issue Advanced Computing and Intelligent Technologies, 2022
Publisher: Springer
DOI: 10.1007/978-981-19-2980-9_1

Reviewing SDN Adoption Strategies for Next Generation Internet of Things Networks (opens in new window)

Author(s): César López, Ignacio Lacalle, Andreu Belsa, Zbigniew Kopertowski, Carlos E.Palau, Manuel Esteve
Published in: Smart Systems: Innovations in Computing - Proceedings of SSIC 2021, Issue 235, 2022, Page(s) 619-631, ISBN 978-981-16-2876-4
Publisher: Springer Singapore
DOI: 10.1007/978-981-16-2877-1_57

Towards autonomous configuration management for IoT ecosystems

Author(s): Piotr Lewandowski, Wiesław Pawłowski, Marcin Paprzycki, Maria Ganzha and Ignacio Lacalle Ubeda
Published in: WFIoT2023 (accepted, to be published), 2024
Publisher: IEEE

Monitoring of NOx sensor drift in automotive fleets in a cloud/edge framework (opens in new window)

Author(s): Carlos Guardiola; Francisco Mahedero; Alejandro Fornés-Leal; Ignacio Lacalle; Carlos E. Palau; Christian W. Vigild; Klaus Schusteritz
Published in: Crossref, Issue 46, 2023
Publisher: Elsevier
DOI: 10.1016/j.ifacol.2023.10.1271

Sunday-FL – Developing Open Source Platform for Federated Learning (opens in new window)

Author(s): Piotr Niedziela, Anastasiya Danilenka, Dominik Kolasa, Maria Ganzha, Marcin Paprzycki, Kumar Nalinaksh
Published in: IEEE Xplore: 2021 Emerging Trends in Industry 4.0 (ETI 4.0), Issue 01 December 2021, 2021, ISBN 978-1-6654-2237-6
Publisher: IEEE Xplore
DOI: 10.1109/eti4.051663.2021.9619338

Enhancing health and safety monitoring of construction sites with Mixed Reality

Author(s): Thomas Papaioannou, Tina Katika, Fotios K. Konstantinidis, Konstantinos Routsis, Spyridon Nektarios Bolierakis, Georgios Tsimiklis, Giannis Karaseitanidis, and Angelos Amditis
Published in: 20th EuroXR International Conference – EuroXR 2023, 2023
Publisher: EuroXR

Integration of Active Clothing with a Personal Cooling System within the NGIoT Architecture for the Improved Comfort of Construction Workers (opens in new window)

Author(s): Anna Dąbrowska; Monika Kobus; Piotr Sowiński; Łukasz Starzak; Bartosz Pękosławski
Published in: Applied Sciences, Vol 14, Iss 2, p 586 (2024), Issue 36, 2024, ISSN 2076-3417
Publisher: MDPI
DOI: 10.3390/app14020586

Real-Time AI-Driven Fall Detection Method for Occupational Health and Safety (opens in new window)

Author(s): Anastasiya Danilenka; Piotr Sowiński; Kajetan Rachwał; Karolina Bogacka; Anna Dąbrowska; Monika Kobus; Krzysztof Baszczyński; Małgorzata Okrasa; Witold Olczak; Piotr Dymarski; Ignacio Lacalle; Maria Ganzha; Marcin Paprzycki
Published in: Electronics, Vol 12, Iss 20, p 4257 (2023), Issue 70, 2023, ISSN 2079-9292
Publisher: MDPI
DOI: 10.3390/electronics12204257

ASSIST-IoT: A Modular Implementation of a Reference Architecture for the Next Generation Internet of Things (opens in new window)

Author(s): Paweł Szmeja; Alejandro Fornés-Leal; Ignacio Lacalle; Carlos E. Palau; Maria Ganzha; Wiesław Pawłowski; Marcin Paprzycki; Johan Schabbink
Published in: Electronics, Vol 12, Iss 4, p 854 (2023), Issue 37, 2023, ISSN 2079-9292
Publisher: MDPI
DOI: 10.3390/electronics12040854

Modelling and Evaluation of the Absorption of the 866 MHz Electromagnetic Field in Humans Exposed near to Fixed I-RFID Readers Used in Medical RTLS or to Monitor PPE (opens in new window)

Author(s): Patryk Zradziński, Jolanta Karpowicz, Krzysztof Gryz, Grzegorz Owczarek, Victoria Ramos
Published in: Sensors, Issue 21/12, 2021, Page(s) 4251, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21124251

Frugal Heart Rate Correction Method for Scalable Health and Safety Monitoring in Construction Sites (opens in new window)

Author(s): Piotr Sowiński; Kajetan Rachwał; Anastasiya Danilenka; Karolina Bogacka; Monika Kobus; Anna Dąbrowska; Andrzej Paszkiewicz; Marek Bolanowski; Maria Ganzha; Marcin Paprzycki
Published in: Sensors; Volume 23; Issue 14; Pages: 6464, Issue 89, 2023, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23146464

In-Cabin and Outdoor Environmental Monitoring in Vehicular Scenarios with Distributed Computing (opens in new window)

Author(s): José Santa Lozano, Emilio Ramos-Sorroche, Jesus Rubio-Aparicio, Carlos Guardiola, Esteban Egea-Lopez
Published in: Internet of Things journal, Issue 25, 2024, ISSN 2542-6605
Publisher: Elsevier
DOI: 10.1016/j.iot.2023.101009

DEVSECOPS METHODOLOGY FOR NG-IOT ECOSYSTEM DEVELOPMENT LIFECYCLE – ASSIST-IOT PERSPECTIVE (opens in new window)

Author(s): Marcin Paprzycki, Maria Ganzha, Katarzyna Wasielewska, Piotr Lewandowski
Published in: Journal of Computer Science and Cybernetics, Issue 37/3, 2021, Page(s) 321-337, ISSN 1813-9663
Publisher: Journal of Computer Science and Cybernetics
DOI: 10.15625/1813-9663/37/3/16245

Flexible Deployment of Machine Learning Inference Pipelines in the Cloud–Edge–IoT Continuum (opens in new window)

Author(s): Karolina Bogacka, Piotr Sowinski, Anastasiya Danilenka, Francisco Mahedero Biot, Katarzyna Wasielewska-Michniewska, Maria Ganzha, Marcin Paprzycki and Carlos E. Palau
Published in: Electronics, Issue 13(10), 2024, Page(s) 1888, ISSN 2079-9292
Publisher: MDPI
DOI: 10.3390/electronics13101888

EU-IoT Framework for Internet of Things Skills: Closing the Talent Gap (White paper)

Author(s): EU-IoT
Published in: 2023
Publisher: NGIoT

The research community booklet (White paper) (opens in new window)

Author(s): EUCEI
Published in: 2023
Publisher: EUCEI
DOI: 10.5281/zenodo.11085511

A Replicability and Scalability Assessment tool (White paper)

Author(s): AIOTI
Published in: 2023
Publisher: AIOTI

RiverBench: an Open RDF Streaming Benchmark Suite (opens in new window)

Author(s): Sowinski, Piotr; Ganzha, Maria; Paprzycki, Marcin
Published in: Issue 34, 2023
Publisher: arXiv
DOI: 10.48550/arxiv.2305.06226

Guidance for the Integration of IoT and Edge Computing in Data Spaces (white paper)

Author(s): AIOTI
Published in: 2023
Publisher: AIOTI

Decentralized Strategy for Artificial Intelligence in Distributed IoT Ecosystems: Federation in ASSIST-IoT

Author(s): Eduardo Garro, Ignacio Lacalle, Karolina Bogacka, Anastasiya Danilenka, Katarzyna Wasielewska-Michniewska, Charalambos Tassakos, Anastasia Theodouli, Anastasia Kassiani Blitsi, Konstantinos Votis, Dimitrios Tzovaras, Marcin Paprzycki,and Carlos E. Palau
Published in: 2023
Publisher: River Publishers

Tactile IoT Architecture for the IoT–Edge–Cloud Continuum: The ASSIST-IoT Approach (opens in new window)

Author(s): A. Fornes-Leal, I. Lacalle, C. E. Palau, P. Szmeja, M. Ganzha, F. Konstantinidis, and E. Garro
Published in: 2023
Publisher: River Publishers
DOI: 10.13052/rp-9788770040266

A Practical Deployment of Tactile IoT: 3D Models and Mixed Reality to Increase Safety at Construction Sites

Author(s): Piotr Sowínski, Tina Katika, Fotios K. Konstantinidis, Anna Dabrowska, Ignacio Lacalle, Angelos Amditis, Carlos E. Palau, and Marcin Paprzycki
Published in: 2023
Publisher: River Publishers

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