Scientific publications
Papers, reports and much more.
On this page, you can find all the scientific publications (papers, reports…) produced by the consortium to promote and explain the project research.
- Data Friction: Physics-Inspired Metaphor to Evaluate the Technical Difficulties in Trustworthy Data Sharing by M. Falconi, G. Lombardo, P. Plebani, and S. Werner.
Conference paper published in the “Advanced Information Systems Engineering” (CAiSE Conference 2024), June 2024 - Learning Techniques for the Internet of Things by P.K. Donta, A. Hazra, and L. Loven (Editors).
Springer Nature Switzerland AG 2024, February 2024 (download the pdf) - Equilibrium in the Computing Continuum through Active Inference by B. Sedlak, V. Casamayor Pujol, P.K. Donta, S. Dustdar.
Article published in the “Future Generation Computing Systems” journal, January 2024 (download the pdf) - A reference architecture for serverless big data processing by S. Werner, S. Tai.
Article published in the “Future Generation Computing Systems” journal, January 2024 (download the pdf)
- Refactoring ETL Flows in The Wild by D. Adas, O. Eytan, G. Khazma, J. Sampé, P. Ta-ShmaI.
Proceedings of the 2023 IEEE International Conference on Big Data (IEEE BigData2023), 15-18 December 2023 (download the pdf) - CWASI: A WebAssembly Runtime Shim for Inter-function Communication in the Serverless Edge-Cloud Continuum by C. Marcelino, S. Nastic.
Proceedings of the 8th ACM/IEEE Symposium on Edge Computing (SEC 2023), Wilmington, Germany, 6-9 December 2023 - Designing Reconfigurable Intelligent Systems With Markov Blankets by B. Sedlak, V. Casamayor Pujol, P.K. Donta, S. Dustdar.
Proceedings of the 21st International Conference on Service-Oriented Computing (ICSOC 2023), Rome, Italy, 28 November – 1 December 2023 (download the pdf) - Learning-driven Zero Trust in Distributed Computing Continuum Systems by I. Murturi, P.K. Donta, V. Casamayor Pujol, A. Morichetta, S. Dustdar.
Proceedings of the 2023 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (IEEE CyberSciTech/PICom/DASC/CBDCom 2023), Abu Dhabi, UAE, 14-17 November 2023 (download the pdf) - Exploring the Potential Distributed Computing Continuum Systems by P.K. Donta, I. Murturi, V. Casamayor Pujol, B. Sedlak, S. Dustdar.
Article published in the Computers – MDPI Journal, October 2023 (download the pdf) - Enriching Cloud-native Applications with Sustainability Features by M. Vitali; P. Schmiedmayer, V. Bootz.
Proceedings of the 11th IEEE International Conference on Cloud Engineering (IC2E 2023), Boston, USA, 25-28 September 2023 (download the pdf) - A Privacy Enforcing Framework for Data Streams on the Edge by B. Sedlak, I. Murturi, P.K. Donta, S. Dustdar.
Article published in the IEEE Transactions on Emerging Topics in Computing Journal, September 2023 (download the pdf) - TEADAL: Trustworthy, Energy-Aware federated DAta Lakes along the computing continuum by P. Plebani, R. Kat, F. Pallas, S. Werner, G. Inches, P. Laud, R. Santiago.
Proceedings of the CAISE ForumRPE@CAiSE’23: Research Projects Exhibition at the International Conference on Advanced Information Systems Engineering (CAiSE 2023), Zaragoza, Spain, 12-16 July 2023 (download the pdf) - Towards Designing Energy-Aware Cybersecurity Policies by M. Salnitri, P. Plebani.
Proceedings of the 35th International Conference on Advanced Information Systems Engineering (CAiSE 2023), Zaragoza, Spain, 12-16 July 2023 (download the pdf) - A Data-Centric Approach for Reducing Carbon Emissions in Deep Learning by A. Vitali.
Proceedings of the 35th International Conference on Advanced Information Systems Engineering (CAiSE 2023), Zaragoza, Spain, 12-16 July 2023 (download the pdf) - Controlling Data Gravity and Data Friction: From Metrics to Multidimensional Elasticity Strategies by B. Sedlak, V. Casamayor Pujol, P.K. Donta, S. Dustdar.
Proceedings of the 2023 International Conference on Software Services Engineering (IEEE SERVICES 2023), Chicago, USA, 2-8 July 2023 (download the pdf) - Towards Intelligent Data Protocols for the Edge by P.K. Donta, S. Dustdar.
Proceedings of the 2023 International Conference on Software Services Engineering (IEEE SERVICES 2023), Chicago, USA, 2-8 July 2023 (download the pdf) - Adopting Data Mesh principles to Boost Data Sharing for Clinical Trials by M. Falconi, P. Plebani.
Proceedings of the 2023 IEEE International Conference on Digital Health (ICDH 2023), Chicago, USA, 2-8 July 2023 (download the pdf) - Towards Serverless Data Exchange Within Federations by B. Sedlak, V. Casamayor Pujol , P.K. Donta, S. Werner, K. Wolf, M. Falconi, F. Pallas, S. Dustdar, S. Tai, P. Plebani.
Proceedings of the 17th Symposium and Summer School On Service-Oriented Computing (SummerSOC 2023), Heraklion, Greece, 25 June – 1 July 2023 (download the pdf) - Governance and sustainability of distributed continuum systems: a big data approach by P.K. Donta, B. Sedlak, V. Casamayor Pujol, S. Dustdar.
Article published in the Journal of Big Data vol 10, Springer, April 2023 (download the pdf) - Empowering trusted data sharing for data analytics in a federated environment: A blockchain-based approach by P. Plebani, D. Rossetto, F. Tiezzi.
Article published in the “Frontiers in Blockchain” journal, April 2023 (download the pdf) - Active Inference on the Edge: A Design Study by B. Sedlak, V. Casamayor Pujol, P.K. Donta, S. Dustdar.
Proceedings of the 3rd IEEE Workshop on Pervasive and Resource-constrained Artificial Intelligence (PeRConAI 2023), 15-17 March 2023