Data Product Metadata Management: An Industrial Perspective

Stefan Driessen*, Geert Monsieur, Willem Jan van den Heuvel

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

5 Citations (Scopus)

Abstract

Decentralised data exchanges are promising alternatives to monolithic data lakes and warehouses which are typically emerging around complex service solutions. In theory, this removes some of the bottlenecks of traditional data management solutions. In practice, the road towards achieving such goal is a long way ahead. In this work, we provide an industry perspective on the implications for such work, with a focus on metadata management; the work in question draws from an in-vivo action research approach we enacted at a major German automotive company that is transitioning to an internal decentral data market. Our results provide insight into an industry perspective on the requirements for metadata management. Additionally, we propose and validate a solution design for metadata management in decentralised data exchanges based on semantic web service technology.

Original languageEnglish
Title of host publicationService-Oriented Computing – ICSOC 2022 Workshops - ASOCA, AI-PA, FMCIoT, WESOACS 2022, Proceedings
EditorsJavier Troya, Raffaela Mirandola, Elena Navarro, Andrea Delgado, Sergio Segura, Pablo Fernández, Guadalupe Ortiz, Cesare Pautasso, Christian Zirpins, Antonio Ruiz-Cortés
PublisherSpringer Science and Business Media Deutschland GmbH
Pages237-248
Number of pages12
ISBN (Print)9783031265068
DOIs
Publication statusPublished - 2023
EventWorkshops on ASOCA, AI-PA, FMCIoT, WESOACS 2022, held in Conjunction with the 20th International Conference on Service-Oriented Computing, ICSOC 2022 - Seville, Spain
Duration: 29 Nov 20222 Dec 2022

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume13821 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

ConferenceWorkshops on ASOCA, AI-PA, FMCIoT, WESOACS 2022, held in Conjunction with the 20th International Conference on Service-Oriented Computing, ICSOC 2022
Country/TerritorySpain
CitySeville
Period29/11/222/12/22

Keywords

  • Data market
  • Data mesh
  • Data product
  • Metadata
  • Semantic web

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