Publications

2024
  • Giebler, Corinna; Gröger, Christoph; Hoos, Eva; Schwarz, Holger; Mitschang, Bernhard: Implementation Patterns for Zone Architectures in Enterprise-Grade Data Lakes. In: Proceedings of the 36th International Conference on Advanced Information Systems Engineering (CAiSE), Limassol, Cyprus, 2024. [DOI]
  • Schneider, Jan; Lutsch, Arnold; Gröger, Christoph; Schwarz, Holger; Mitschang, Bernhard: First Experiences on the Application of Lakehouses in Industrial Practice. In: Proceedings of the 35th GI-Workshop on Foundations of Databases (Grundlagen von Datenbanken), Herdecke, Germany, 2024. (to be published)
  • Schneider, Jan; Gröger, Christoph; Lutsch, Arnold; Schwarz, Holger; Mitschang, Bernhard: The Lakehouse: State of the Art on Concepts and Technologies. In: SN Computer Science, Springer Nature, 2024. (to be published)
2023
  • Schneider, Jan; Gröger, Christoph; Lutsch, Arnold: The Data Platform Evolution: From Data Warehouses over Data Lakes to Lakehouses. In: Proceedings of the 34th GI-Workshop on Foundations of Databases (Grundlagen von Datenbanken), Hirsau, Germany, 2023. (to be published)
  • Gröger, Christoph; Schwarz, Holger; Härder, Theo: Editorial to the Special Issue “Managing Data and Metadata in Complex Enterprise Landscapes”. In: Datenbank-Spektrum, vol. 23, pp. 85 – 87, Springer, 2023. [DOI]
  • Schneider, Jan; Gröger, Christoph; Lutsch, Arnold; Schwarz, Holger; Mitschang, Bernhard: Assessing the Lakehouse: Analysis, Requirements and Definition. In: Proceedings of the 25th International Conference on Enterprise Information Systems (ICEIS), Prague, Czech Republic, pp. 44 – 56, SciTePress, 2023. [DOI]
2022
  • Eichler, Rebecca; Gröger, Christoph; Hoos, Eva; Stach, Christoph; Schwarz, Holger: Establishing the Enterprise Data Marketplace: Characteristics, Architecture, and Challenges. Presented at the Workshop on Data Science for Data Marketplaces (DSDM) in Conjunction with the 48th International Conference on Very Large Data Bases (VLDB), Sydney, Australia, 2022.
  • Eichler, Rebecca; Gröger, Christoph; Hoos, Eva; Schwarz, Holger; Mitschang, Bernhard: From Data Asset to Data Product – The Role of the Data Provider in the Enterprise Data Marketplace. In: Proceedings of the 16th Symposium and Summer School On Service-Oriented Computing (SummerSOC), Crete, Greece, pp. 119 – 138, Springer, 2022. [DOI]
  • Eichler, Rebecca; Gröger, Christoph; Hoos, Eva; Schwarz, Holger; Mitschang, Bernhard: Data Shopping – How an Enterprise Data Marketplace Supports Data Democratization in Companies. In: Proceedings of the 34th International Conference on Advanced Information Systems Engineering (CAiSE), Leuven, Belgium, pp. 19 – 26, Springer, 2022. [DOI]
  • Gröger, Christoph: Industrial analytics – An overview. In: it – Information Technology, vol. 64, pp. 55 – 65, De Gruyter Oldenbourg, 2022. [DOI]
  • Schneider, Jan: The Data Platforms Landscape: An Overview (Poster).
    Presented at the 16th Symposium and Summer School On Service-Oriented Computing (SummerSOC), Crete, Greece, 2022. [PDF]
2021
  • Eichler, Rebecca; Giebler, Corinna; Gröger, Christoph; Hoos, Eva; Schwarz, Holger; Mitschang, Bernhard: Enterprise-Wide Metadata Management – An Industry Case on the Current State and Challenges. In: Proceedings of the 24th International Conference on Business Information Systems (BIS), Hannover, Germany, pp. 269 – 279, TIB Open Publishing, 2021. [DOI]
  • Eichler, Rebecca; Giebler, Corinna; Gröger, Christoph; Schwarz, Holger; Mitschang, Bernhard: Modeling metadata in data lakes – A generic model. Data & Knowledge Engineering. In: Data & Knowledge Engineering (DKE), vol. 136, Elsevier, 2021. [DOI]
  • Giebler, Corinna; Gröger,  Christoph; Hoos, Eva; Eichler, Rebecca; Schwarz, Holger; Mitschang, Bernhard: The Data Lake Architecture Framework: A Foundation for Building a Comprehensive Data Lake Architecture. In: Proceedings of the 19th Conference for Database Systems for Business, Technology and Web (BTW), Dresden, Germany, pp. 351 – 370, Gesellschaft für Informatik, 2021. [DOI]
  • Gröger, Christoph: There Is No AI Without Data. In: Communications of the ACM (CACM), vol. 64, pp. 98 – 108, ACM, 2021. [DOI]
2020
  • Eichler, Rebecca; Giebler, Corinna; Gröger, Christoph; Schwarz, Holger; Mitschang, Bernhard: HANDLE – A Generic Metadata Model for Data Lakes. In: Proceedings of the 22nd International Conference on Big Data Analytics and Knowledge Discovery (DaWaK), Bratislava, Slovakia, pp. 73 – 88, Springer, 2020. [DOI]
  • Giebler, Corinna; Gröger, Christoph; Hoos, Eva; Eichler, Rebecca; Schwarz, Holger; Mitschang, Bernhard: Data Lakes auf den Grund gegangen. In: Datenbank-Spektrum, vol. 20, pp. 57 – 69, Springer, 2020. [DOI]
  • Giebler, Corinna; Gröger, Christoph; Hoos, Eva; Schwarz, Holger; Mitschang, Bernhard: A Zone Reference Model for Enterprise-Grade Data Lake Management. In: Proceedings of the 24th IEEE Enterprise Computing Conference (EDOC), Eindhoven, Netherlands, pp. 57 – 66, Springer, 2020. [DOI]
2019
  • Giebler,  Corinna; Gröger, Christoph; Hoos, Eva; Schwarz, Holger; Mitschang; Bernhard: Leveraging the Data Lake – Current State and Challenges. In: Proceedings of the 21st International Conference on Big Data Analytics and Knowledge Discovery (DaWaK), Linz, Austria, pp. 179 – 188, Springer, 2019. [DOI]
  • Gröger, Christoph; Hoos, Eva: Ganzheitliches Metadatenmanagement im Data Lake: Anforderungen, IT-Werkzeuge und Herausforderungen in der Praxis. In: Proceedings of the 18th Conference for Database Systems for Business, Technology and Web (BTW), Rostock, Germany, pp. 435 – 452, Gesellschaft für Informatik, 2019. [DOI]