TY - GEN
T1 - ProMoTe
T2 - 42nd International Conference on Conceptual Modeling, ER 2023
AU - Driessen, Stefan
AU - den Heuvel, Willem Jan van
AU - Monsieur, Geert
N1 - Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Switzerland AG 2023.
PY - 2023
Y1 - 2023
N2 - As the shortcomings of monolithic data platforms such as data lakes are quickly becoming more grave and evident, many organisations are struggling to transition to data meshes, making data available for consumption in a decentralised manner. However, the emerging data mesh paradigm fails to provide sufficient (modelling) support to effectively create, manage, and describe data products, the architectural quanta of a data mesh. In this work, we introduce the data Product Model Template (ProMoTe): a formal meta-model of data products that is fully aligned with a data mesh. ProMoTe was devised, explored and partially validated based on industry requirements in tandem with academic literature and is currently being used by a major Dutch Telecom company to enable their data mesh transition.
AB - As the shortcomings of monolithic data platforms such as data lakes are quickly becoming more grave and evident, many organisations are struggling to transition to data meshes, making data available for consumption in a decentralised manner. However, the emerging data mesh paradigm fails to provide sufficient (modelling) support to effectively create, manage, and describe data products, the architectural quanta of a data mesh. In this work, we introduce the data Product Model Template (ProMoTe): a formal meta-model of data products that is fully aligned with a data mesh. ProMoTe was devised, explored and partially validated based on industry requirements in tandem with academic literature and is currently being used by a major Dutch Telecom company to enable their data mesh transition.
KW - Data Mesh
KW - Data Product
KW - Industry Report
KW - Modelling
UR - http://www.scopus.com/inward/record.url?scp=85177451624&partnerID=8YFLogxK
U2 - 10.1007/978-3-031-47262-6_7
DO - 10.1007/978-3-031-47262-6_7
M3 - Conference contribution
AN - SCOPUS:85177451624
SN - 9783031472619
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 125
EP - 142
BT - Conceptual Modeling - 42nd International Conference, ER 2023, Proceedings
A2 - Almeida, João Paulo A.
A2 - Borbinha, José
A2 - Guizzardi, Giancarlo
A2 - Link, Sebastian
A2 - Zdravkovic, Jelena
PB - Springer Science and Business Media Deutschland GmbH
Y2 - 6 November 2023 through 9 November 2023
ER -