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DataPACT: Compliance by Design of Data/AI Operations and Pipelines

Abstract

DataPACT is a key initiative that develops novel tools and methodologies for efficient, compliant, ethical, and sustainable data/AI operations and pipelines. DataPACT contributes to their design, implementation, and management by embedding compliance, privacy, and environmental sustainability at their core design. It delivers compliance-by-design for data/AI operations and pipelines by developing innovative technical tools (Compliance Toolbox) and supportive methodologies (Compliance Framework) for compliance assessment and realization of data/AI pipelines designed, deployed, and executed through a set of management tools and techniques (Compliance-aware Data/AI Pipeline Toolbox). This paper presents an overview of DataPACT, focusing on motivation, methodology, and use cases.
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Category

Academic article

Language

Other

Author(s)

  • Titi Roman
  • George Konstantinidis
  • Matteo Palmonari
  • Marta Musidlowska
  • Radu Prodan

Affiliation

  • SINTEF Digital / Sustainable Communication Technologies
  • University of Leuven
  • University of Milan-Bicocca
  • University of Southampton
  • University of Innsbruck

Year

2025

Published in

CEUR Workshop Proceedings

Volume

3996

Page(s)

39 - 47

View this publication at Norwegian Research Information Repository