Contact
+49 711 685 88217
+4971168578217
Email
Universitätsstraße 38
70569 Stuttgart
Deutschland
Room: 2.365
Office Hours
on appointment
Subject
Working Area: Data, Metadata and Analytics
Citation Metrics
- GoogleScholar: Profile
- ORCiD: 0000-0003-3094-6852
- ResearchGate: Profile
Publications
2022
Eichler, R., Gröger, C., Hoos, E., Schwarz, H., Mitschang, B.: "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 2022).
[PDF][DOI]
Eichler, R., Gröger, C., Hoos, E., Schwarz, H., Mitschang, B.: "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 2022).
[PDF][DOI]
Stach, C., Bräcker, J., Eichler, R., Giebler, C., and Mitschang, B.: "Simplified Specification of Data Requirements for Demand-Actuated Big Data Refinement." Journal of Data Intelligence, Volume 3, Number 3 (August 2022), pages 366–400. Edited by Ismail Khalil and Brahim Ouhbi. issn: 2577-610X.
[PDF] [DOI]
2021
Stach, C., Bräcker, J., Eichler, R., Giebler, C., and Mitschang, B. "Demand-Driven Data Provisioning in Data Lakes: BARENTS - A Tailorable Data Preparation Zone." In Proceedings of the 23rd International Conference on Information Integration and Web Intelligence (Linz, November 2021), iiWAS ’21, ACM, pages 1–12.
[PDF][DOI]
Eichler, R., Giebler, C., Gröger, C., Schwarz, H., Mitschang, B.: "Modeling metadata in data lakes—A generic model." Data & Knowledge Engineering (2021).
[PDF] [DOI]
Eichler, R., Giebler, C., Gröger, C., Hoos, E., Schwarz, H., Mitschang, B.: "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 2021).
[PDF][DOI]
Giebler, C., Gröger, C., Hoos, E., Eichler, R., Schwarz, H., Mitschang, B.: "The Data Lake Architecture Framework: A Foundation for Building a Comprehensive Data Lake Architecture." In: Proceedings der 19. Fachtagung für Datenbanksysteme für Business,Technologie und Web (BTW 2021).
[PDF] [BibTex] [DOI]
2020
C. Stach, J. Bräcker, R. Eichler, C. Giebler, and C. Gritti. "How to Provide High-Utility Time Series Data in a Privacy-Aware Manner: A VAULT to Manage Time Series Data." International Journal On Advances in Security, Volume 13, Number 3 & 4 (December 2020), pages 1–21.
[PDF] [BibTex]
R. Eichler, C. Giebler, C. Gröger, H. Schwarz, and B. Mitschang, "HANDLE - A Generic Metadata Model for Data Lakes." In: Proceedings of the 22nd International Conference on Big Data Analytics and Knowledge Discovery (DaWaK2020). 2020.
[PDF] [BibTex] [DOI]
C. Giebler, C. Gröger, E. Hoos, R. Eichler, H. Schwarz, and B. Mitschang, "Data Lakes auf den Grund gegangen." In: Datenbank-Spektrum. Bd. 20(1). S. 57-69. 2020.
[PDF] [BibTex] [DOI]
Thesis
R. Eichler, "Metadata Management in the Data Lake Architecture"
Masterthesis. 2019.
[PDF]
Offered Student Projects
Student Projects in Progress
- Bachelor Thesis:
Development of a Framework for Creating Data Products in the Data Mesh - Master Thesis:
Design of a System Landscape for Data Management in the Data Mesh Approach - Pracitical Course:
Evaluation of Data Marketplace Platforms
Completed Student Projects
- MBA Project:
Data Sharing Incentivation Mechanims in Enterprise Data Marketplaces - Bachelor Thesis:
Developement of Metadata Templates for Enterprise Data Marketplaces
(Completed in July 2022) - Bachelor Forschungsprojekt:
Modulare Anbindung von Metadatenmanagement-Tools im Datenmarktplatz
(Completed in July 2022) - StuPro: Internal data marketplace: Design and implementation of a platform for the exchange of data and data-related services.
(Completed in Sep 2021) - Bachelor Thesis:
Bedarfsgerechte Datenbereitstellung in einer vertrauenswürdigen Data-Science-Plattform
(Completed in December 2020) - Bachelor Thesis:
Entwicklung einer Datenbereitstellungsplattform für datenintensive IoT-Anwendungen
(Completed in November 2020) - Practical Course:
Implementation of a multi-layered framework for the holistic management of monitoring data
(Completed in November 2020)
Best Paper Award
Stach, C., Bräcker, J., Eichler, R., Giebler, C., and Mitschang, B. "Demand-Driven Data Provisioning in Data Lakes: BARENTS - A Tailorable Data Preparation Zone." In Proceedings of the 23rd International Conference on Information Integration and Web Intelligence (Linz, November 2021), iiWAS ’21, ACM, pages 1–12.
Winter Term 2022/2023
- Exercise "Data-Warehouse, Data-Mining und OLAP-Technologien"
Organisation & Execution - Seminar "Lakehouse Frameworks and Data Analytics"
Supervision
Winter Term 2021/2022
- Exercise "Data-Warehouse, Data-Mining und OLAP-Technologien"
Execution
Summer Term 2020
- Seminar "Advanced Topics in Data Management"
Supervision
- Democratizing Data through Enterprise Data Marketplaces
SummerSoc, July 8th 2022 - Metadata Management in Complex Enterprise Data Landscapes
Université Lyon 2, Institut de la Communication, January 24th 2022