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

Informations projet

TEADAL

N° de convention de subvention: 101070186

DOI

10.3030/101070186

Projet clôturé

Date de signature de la CE 23 Juin 2022

Date de début 1 Septembre 2022

Date de fin 31 Octobre 2025

Financé au titre de

• Digital, Industry and Space

Coût total

€ 8 846 422,51

Contribution de l’UE

€ 8 846 422,50

Coordonné par

UBIWHERE LDA
Portugal

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

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.

Publications

Conference proceedings (13)

Learning-Driven Zero Trust in Distributed Computing Continuum Systems

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

Advocate - Trustworthy Evidence in Cloud Systems

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

Towards Intelligent Data Protocols for the Edge

Auteurs: Praveen Kumar Donta, Schahram Dustdar
Publié dans: 2023 IEEE International Conference on Edge Computing and Communications (EDGE), 2023
Éditeur: IEEE
DOI: 10.1109/EDGE60047.2023.00060

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

Auteurs: Boris Sedlak, Victor Casamayor Pujol, Praveen Kumar Donta, Schahram Dustdar
Publié dans: 2023 IEEE International Conference on Software Services Engineering (SSE), 2023
Éditeur: IEEE
DOI: 10.1109/SSE60056.2023.00017

Adopting Data Mesh principles to Boost Data Sharing for Clinical Trials

Auteurs: Matteo Falconi, Pierluigi Plebani
Publié dans: 2023 IEEE International Conference on Digital Health (ICDH), 2023
Éditeur: IEEE
DOI: 10.1109/ICDH60066.2023.00051

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

Auteurs: Sepideh Masoudi
Publié dans: 2025 IEEE 22nd International Conference on Software Architecture Companion (ICSA-C), 2025
Éditeur: IEEE
DOI: 10.1109/ICSA-C65153.2025.00035

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

Auteurs: Pierluigi Plebani; Ronen I. Kat; Frank Pallas; Sebastian Werner; Giacomo Inches; Peeter Laud; Rita Santiago
Publié dans: 2023, ISSN 1613-0073
Éditeur: CEUR Workshop Proceedings

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

Auteurs: Cynthia Marcelino, Stefan Nastic
Publié dans: Proceedings of the Eighth ACM/IEEE Symposium on Edge Computing, 2025
Éditeur: ACM
DOI: 10.1145/3583740.3626611

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

Auteurs: Cynthia Marcelino, Sebastian Gollhofer-Berger, Thomas Pusztai, Stefan Nastic
Publié dans: 2025 IEEE International Conference on Smart Computing (SMARTCOMP), 2025
Éditeur: IEEE
DOI: 10.1109/SMARTCOMP65954.2025.00072

Refactoring ETL Flows in The Wild

Auteurs: Dolev Adas, Ohad Eytan, Guy Khazma, Josep Sampé, Paula Ta-Shma
Publié dans: 2023 IEEE International Conference on Big Data (BigData), 2024
Éditeur: IEEE
DOI: 10.1109/BIGDATA59044.2023.10386531

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

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

Enriching Cloud-native Applications with Sustainability Features

Auteurs: Vitali, Monica; Schmiedmayer, Paul; Bootz, Valentin
Publié dans: 2023 IEEE International Conference on Cloud Engineering (IC2E), 2023
Éditeur: IEEE
DOI: 10.1109/IC2E59103.2023.00011

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

Auteurs: Cynthia Marcelino; Jack Shahhoud; Stefan Nastic
Publié dans: Proceedings of the 14th International Conference on the Internet of Things, 2024
Éditeur: ACM
DOI: 10.48550/ARXIV.2412.02867

Peer reviewed articles (12)

IEEE Transactions on Emerging Topics in Computing

Auteurs: Boris Sedlak, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar
Publié dans: IEEE Transactions on Emerging Topics in Computing, Numéro 12, 2024, ISSN 2168-6750
Éditeur: IEEE Computer Society
DOI: 10.1109/TETC.2023.3315131

Equilibrium in the Computing Continuum through Active Inference

Auteurs: Sedlak, Boris; Casamayor Pujol, Víctor; Donta, Praveen Kumar; Dustdar, Schahram
Publié dans: Future Generation Computer Systems, 2024, ISSN 1872-7115
Éditeur: Elsevier
DOI: 10.34726/5944

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

Auteurs: Praveen Kumar Donta, Boris Sedlak, Victor Casamayor Pujol, Schahram Dustdar
Publié dans: Journal of Big Data, Numéro 10, 2023, ISSN 2196-1115
Éditeur: 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

Auteurs: Monica Vitali, Philipp Wiesner, Kevin Kreutz, Roberto Gandola
Publié dans: Future Generation Computer Systems, Numéro 176, 2025, ISSN 1872-7115
Éditeur: Elsevier BV
DOI: 10.1016/J.FUTURE.2025.108143

Lecture Notes in Business Information Processing

Auteurs: Eduardo Brito; Fernando Castillo; Pille Pullonen-Raudvere; Sebastian Werner
Publié dans: Crossref, 2025, ISSN 1865-1348
Éditeur: Springer Verlag
DOI: 10.48550/ARXIV.2412.03201

Journal of Systems Architecture

Auteurs: Cynthia Marcelino; Leonard Guelmino; Thomas Pusztai; Stefan Nastic
Publié dans: Journal of Systems Architecture, 2025, ISSN 1383-7621
Éditeur: Elsevier
DOI: 10.48550/ARXIV.2508.15351

Exploring the Potential of Distributed Computing Continuum Systems

Auteurs: Praveen Kumar Donta; Ilir Murturi; Victor Casamayor Pujol; Boris Sedlak; Schahram Dustdar
Publié dans: Computers, 2023, ISSN 2073-431X
Éditeur: MDPI AG
DOI: 10.3390/COMPUTERS12100198

Lecture Notes in Computer Science

Auteurs: Sedlak, Boris; Casamayor Pujol, Víctor; Donta, Praveen Kumar; Dustdar, Schahram
Publié dans: Lecture Notes in Computer Science ISBN: 9783031484209, 2023, ISSN 0302-9743
Éditeur: Springer Verlag
DOI: 10.34726/5943

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

Auteurs: Plebani, P; Rossetto, D; Tiezzi, F
Publié dans: Frontiers in Blockchain, 2023, ISSN 2624-7852
Éditeur: Front. Blockchain
DOI: 10.3389/FBLOC.2023.1141760

Future Generation Computer Systems

Auteurs: Sebastian Werner, Stefan Tai
Publié dans: Future Generation Computer Systems, Numéro 155, 2024, ISSN 0167-739X
Éditeur: Elsevier BV
DOI: 10.1016/J.FUTURE.2024.01.029

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

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

IEEE Internet Computing

Auteurs: Praveen Kumar Donta, Boris Sedlak, Ilir Murturi, Victor Casamayor Pujol, Schahram Dustdar
Publié dans: IEEE Internet Computing, Numéro 29, 2025, ISSN 1089-7801
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/MIC.2024.3460908

Book chapters (5)

Towards Serverless Data Exchange Within Federations

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

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

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

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

Auteurs: Martín Anselmo, Monica Vitali
Publié dans: Lecture Notes in Computer Science, Advanced Information Systems Engineering, 2025, ISSN 1611-3349
Éditeur: 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

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

Towards Designing Energy-Aware Cybersecurity Policies

Auteurs: Mattia Salnitri, Pierluigi Plebani, Alessandra Raffone
Publié dans: Lecture Notes in Business Information Processing, Intelligent Information Systems, 2023, ISSN 1865-1356
Éditeur: 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

Auteurs: Pusztai, Thomas; Arcanjo Marcelino, Cynthia Kenia; Nastic, Stefan
Publié dans: 2024 IEEE/ACM Symposium on Edge Computing (SEC), 2024
Éditeur: IEEE
DOI: 10.34726/8462

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

Auteurs: Arcanjo Marcelino, Cynthia Kenia; Nastic, Stefan
Publié dans: 2024 IEEE/ACM 17th International Conference on Utility and Cloud Computing (UCC), 2024
Éditeur: IEEE
DOI: 10.34726/8460

Active Inference on the Edge: A Design Study

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

Monographic books (1)

Learning Techniques for the Internet of Things

Publié dans: 2024
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-50514-0