This image shows Rebecca Kay Eichler

Rebecca Kay Eichler

M.Sc.

Researcher
IPVS
Applications of Parallel and Distributed Systems

Contact

+49 711 685 88217
+4971168578217

Universitätsstraße 38
70569 Stuttgart
Deutschland
Room: 2.365

Office Hours

on appointment

Subject

Working Area: Data, Metadata and Analytics

Citation Metrics

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
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