Trustworthy, Energy-Aware federated DAta Lakes along the computing continuum

Información del proyecto

TEADAL

Identificador del acuerdo de subvención: 101070186

DOI

10.3030/101070186

Proyecto cerrado

Fecha de la firma de la CE 23 Junio 2022

Fecha de inicio 1 Septiembre 2022

Fecha de finalización 31 Octubre 2025

Financiado con arreglo a

• Digital, Industry and Space

Coste total

€ 8 846 422,51

Aportación de la UE

€ 8 846 422,50

Coordinado por

UBIWHERE LDA
Portugal

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Documents, reports (6)

Exploitation and sustainability plan

This deliverable will give the then-current exploitation plans of partners, as well as community outreach plans of the consortium, discussing their potential impact and ways to increase it.

Trustworthy data lakes federation first release report

Initial proof-of-concept demonstration of core mechanisms for federation, tracking/monitoring and distributed, privacy-preserving computation for at least one use-case pattern, including the results of at least three KPI-related intermediate experiments for the overall platform

Gravity and friction-based data governance

This deliverable reports the studied gravity and friction model to capture the influence of privacy/confidentiality and other non-functional aspects in data management in data lakes.

Testbed design

This deliverable gives the appropriate definition of the concrete testbed architecture that will support each pilot case definition, including underlying hardware (components and sizing), virtualization environment, physical location of data centers, and networking design.

Communication and dissemination plan

This deliverable will outline all communication and dissemination activities planned for the duration of the project.

Stretched data lakes first release report

Technical summary of the initial demonstration of each of the components: control plane, data management, and trustworthy data flows, covering the core functionality.

Publicaciones

Conference proceedings (13)

Learning-Driven Zero Trust in Distributed Computing Continuum Systems

Autores: Murturi, Ilir; Donta, Praveen Kumar; Casamayor-Pujol, Victor; Morichetta, Andrea; Dustdar, Schahram
Publicado en: Crossref, 2023
DOI: 10.5281/zenodo.10657927

Advocate - Trustworthy Evidence in Cloud Systems

Autores: Werner, Sebastian; Masoudi, Sepideh; Castillo, Fernando; Piper, Fabian; Heiss, Jonathan
Publicado en: 2024 6th Conference on Blockchain Research & Applications for Innovative Networks and Services (BRAINS), 2024, ISSN 2835-3021
Editor: IEEE
DOI: 10.48550/ARXIV.2410.13477

Towards Intelligent Data Protocols for the Edge

Autores: Praveen Kumar Donta, Schahram Dustdar
Publicado en: 2023 IEEE International Conference on Edge Computing and Communications (EDGE), 2023
Editor: IEEE
DOI: 10.1109/EDGE60047.2023.00060

Controlling Data Gravity and Data Friction: From Metrics to Multidimensional Elasticity Strategies

Autores: Boris Sedlak, Victor Casamayor Pujol, Praveen Kumar Donta, Schahram Dustdar
Publicado en: 2023 IEEE International Conference on Software Services Engineering (SSE), 2023
Editor: IEEE
DOI: 10.1109/SSE60056.2023.00017

Adopting Data Mesh principles to Boost Data Sharing for Clinical Trials

Autores: Matteo Falconi, Pierluigi Plebani
Publicado en: 2023 IEEE International Conference on Digital Health (ICDH), 2023
Editor: IEEE
DOI: 10.1109/ICDH60066.2023.00051

PRE-Share Data: Assistance Tool for Resource-Aware Designing of Data-Sharing Pipelines

Autores: Sepideh Masoudi
Publicado en: 2025 IEEE 22nd International Conference on Software Architecture Companion (ICSA-C), 2025
Editor: IEEE
DOI: 10.1109/ICSA-C65153.2025.00035

TEADAL: Trustworthy, Energy-Aware federated DAta Lakes along the computing continuum

Autores: Pierluigi Plebani; Ronen I. Kat; Frank Pallas; Sebastian Werner; Giacomo Inches; Peeter Laud; Rita Santiago
Publicado en: 2023, ISSN 1613-0073
Editor: CEUR Workshop Proceedings

CWASI: A WebAssembly Runtime Shim for Inter-function Communication in the Serverless Edge-Cloud Continuum

Autores: Cynthia Marcelino, Stefan Nastic
Publicado en: Proceedings of the Eighth ACM/IEEE Symposium on Edge Computing, 2025
Editor: ACM
DOI: 10.1145/3583740.3626611

Cosmos: A Cost Model for Serverless Workflows in the 3D Compute Continuum

Autores: Cynthia Marcelino, Sebastian Gollhofer-Berger, Thomas Pusztai, Stefan Nastic
Publicado en: 2025 IEEE International Conference on Smart Computing (SMARTCOMP), 2025
Editor: IEEE
DOI: 10.1109/SMARTCOMP65954.2025.00072

Refactoring ETL Flows in The Wild

Autores: Dolev Adas, Ohad Eytan, Guy Khazma, Josep Sampé, Paula Ta-Shma
Publicado en: 2023 IEEE International Conference on Big Data (BigData), 2024
Editor: IEEE
DOI: 10.1109/BIGDATA59044.2023.10386531

Towards Sustainable Deployment of Microservices over the Cloud-IoT Continuum, with FREEDA

Autores: Jacopo Soldani; Roberto Amadini; Antonio Brogi; Stefano Forti; Saverio Giallorenzo; Pierluigi Plebani; Monica Vitali; Gianluigi Zavattaro
Publicado en: Proceedings of the 4th Workshop on Flexible Resource and Application Management on the Edge, 2024
Editor: ACM
DOI: 10.1145/3659994.3660311

Enriching Cloud-native Applications with Sustainability Features

Autores: Vitali, Monica; Schmiedmayer, Paul; Bootz, Valentin
Publicado en: 2023 IEEE International Conference on Cloud Engineering (IC2E), 2023
Editor: IEEE
DOI: 10.1109/IC2E59103.2023.00011

GoldFish: Serverless Actors with Short-Term Memory State for the Edge-Cloud Continuum

Autores: Cynthia Marcelino; Jack Shahhoud; Stefan Nastic
Publicado en: Proceedings of the 14th International Conference on the Internet of Things, 2024
Editor: ACM
DOI: 10.48550/ARXIV.2412.02867

Peer reviewed articles (12)

IEEE Transactions on Emerging Topics in Computing

Autores: Boris Sedlak, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar
Publicado en: IEEE Transactions on Emerging Topics in Computing, Edición 12, 2024, ISSN 2168-6750
Editor: IEEE Computer Society
DOI: 10.1109/TETC.2023.3315131

Equilibrium in the Computing Continuum through Active Inference

Autores: Sedlak, Boris; Casamayor Pujol, Víctor; Donta, Praveen Kumar; Dustdar, Schahram
Publicado en: Future Generation Computer Systems, 2024, ISSN 1872-7115
Editor: Elsevier
DOI: 10.34726/5944

Governance and sustainability of distributed continuum systems: a big data approach

Autores: Praveen Kumar Donta, Boris Sedlak, Victor Casamayor Pujol, Schahram Dustdar
Publicado en: Journal of Big Data, Edición 10, 2023, ISSN 2196-1115
Editor: Springer Science and Business Media LLC
DOI: 10.1186/S40537-023-00737-0

Adaptive green cloud applications: Balancing emissions, revenue, and user experience through approximate computing

Autores: Monica Vitali, Philipp Wiesner, Kevin Kreutz, Roberto Gandola
Publicado en: Future Generation Computer Systems, Edición 176, 2025, ISSN 1872-7115
Editor: Elsevier BV
DOI: 10.1016/J.FUTURE.2025.108143

Lecture Notes in Business Information Processing

Autores: Eduardo Brito; Fernando Castillo; Pille Pullonen-Raudvere; Sebastian Werner
Publicado en: Crossref, 2025, ISSN 1865-1348
Editor: Springer Verlag
DOI: 10.48550/ARXIV.2412.03201

Journal of Systems Architecture

Autores: Cynthia Marcelino; Leonard Guelmino; Thomas Pusztai; Stefan Nastic
Publicado en: Journal of Systems Architecture, 2025, ISSN 1383-7621
Editor: Elsevier
DOI: 10.48550/ARXIV.2508.15351

Exploring the Potential of Distributed Computing Continuum Systems

Autores: Praveen Kumar Donta; Ilir Murturi; Victor Casamayor Pujol; Boris Sedlak; Schahram Dustdar
Publicado en: Computers, 2023, ISSN 2073-431X
Editor: MDPI AG
DOI: 10.3390/COMPUTERS12100198

Lecture Notes in Computer Science

Autores: Sedlak, Boris; Casamayor Pujol, Víctor; Donta, Praveen Kumar; Dustdar, Schahram
Publicado en: Lecture Notes in Computer Science ISBN: 9783031484209, 2023, ISSN 0302-9743
Editor: Springer Verlag
DOI: 10.34726/5943

Empowering trusted data sharing for data analytics in a federated environment: A blockchain-based approach

Autores: Plebani, P; Rossetto, D; Tiezzi, F
Publicado en: Frontiers in Blockchain, 2023, ISSN 2624-7852
Editor: Front. Blockchain
DOI: 10.3389/FBLOC.2023.1141760

Future Generation Computer Systems

Autores: Sebastian Werner, Stefan Tai
Publicado en: Future Generation Computer Systems, Edición 155, 2024, ISSN 0167-739X
Editor: Elsevier BV
DOI: 10.1016/J.FUTURE.2024.01.029

Model-based verification of data protection mechanisms in collaborative business processes

Autores: Belluccini, Sara; De Nicola, Rocco; Dumas, Marlon; Pullonen-Raudvere, Pille; Re, Barbara; Tiezzi, Francesco
Publicado en: Software and Systems Modeling, 2025, ISSN 1619-1374
Editor: Springer
DOI: 10.1007/S10270-024-01217-6

IEEE Internet Computing

Autores: Praveen Kumar Donta, Boris Sedlak, Ilir Murturi, Victor Casamayor Pujol, Schahram Dustdar
Publicado en: IEEE Internet Computing, Edición 29, 2025, ISSN 1089-7801
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/MIC.2024.3460908

Book chapters (5)

Towards Serverless Data Exchange Within Federations

Autores: Boris Sedlak, Victor Casamayor Pujol, Praveen Kumar Donta, Sebastian Werner, Karl Wolf, Matteo Falconi, Frank Pallas, Schahram Dustdar, Stefan Tai, Pierluigi Plebani
Publicado en: Communications in Computer and Information Science, Service-Oriented Computing, 2023, ISSN 1865-0937
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-45728-9_9

Energy Profiling of Data-Sharing Pipelines: Modeling, Estimation, and Reuse Strategies

Autores: Sepideh Masoudi, Sebastian Werner, Pierluigi Plebani, Stefan Tai
Publicado en: Lecture Notes in Computer Science, Advanced Information Systems Engineering, 2025, ISSN 1611-3349
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-94569-4_6

A Data-Centric Approach for Reducing Carbon Emissions in Deep Learning

Autores: Martín Anselmo, Monica Vitali
Publicado en: Lecture Notes in Computer Science, Advanced Information Systems Engineering, 2025, ISSN 1611-3349
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-34560-9_8

Data Friction: Physics-Inspired Metaphor to Evaluate the Technical Difficulties in Trustworthy Data Sharing

Autores: Matteo Falconi, Giacomo Lombardo, Pierluigi Plebani, Sebastian Werner
Publicado en: Lecture Notes in Computer Science, Advanced Information Systems Engineering, 2024, ISSN 1611-3349
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-61057-8_18

Towards Designing Energy-Aware Cybersecurity Policies

Autores: Mattia Salnitri, Pierluigi Plebani, Alessandra Raffone
Publicado en: Lecture Notes in Business Information Processing, Intelligent Information Systems, 2023, ISSN 1865-1356
Editor: Springer International Publishing
DOI: 10.1007/978-3-031-34674-3_4

Other (3)

HyperDrive: Scheduling Serverless Functions in the Edge-Cloud-Space 3D Continuum

Autores: Pusztai, Thomas; Arcanjo Marcelino, Cynthia Kenia; Nastic, Stefan
Publicado en: 2024 IEEE/ACM Symposium on Edge Computing (SEC), 2024
Editor: IEEE
DOI: 10.34726/8462

Truffle: Efficient Data Passing for Data-Intensive Serverless Workflows in the Edge-Cloud Continuum

Autores: Arcanjo Marcelino, Cynthia Kenia; Nastic, Stefan
Publicado en: 2024 IEEE/ACM 17th International Conference on Utility and Cloud Computing (UCC), 2024
Editor: IEEE
DOI: 10.34726/8460

Active Inference on the Edge: A Design Study

Autores: Sedlak, Boris; Casamayor Pujol, Víctor; Donta, Praveen Kumar; Dustdar, Schahram
Publicado en: 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), 2024
Editor: IEEE
DOI: 10.34726/5939

Monographic books (1)

Learning Techniques for the Internet of Things

Publicado en: 2024
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-50514-0