Jan Schneider

2025

Schneider, Jan; Gröger, Christoph; Lutsch, Arnold; Schwarz, Holger; Mitschang, Bernhard: Architectures and Implementations of Data Lakehouses: Case Studies from Industrial Practice. In: Proceedings of the 25th International Conference on Business Information Systems (BIS), Poznań, Poland, Springer Nature, 2025. (to be published)
[PDF]

Schneider, Jan; Schuiki, Laura; Giebler, Corinna; Lutsch, Arnold; Hoos, Eva; Schwarz, Holger: Data Products: Overcoming the Boundaries of Data Platforms to Facilitate Data Sharing in Enterprises. In: Datenbanksysteme für Business, Technologie und Web (BTW 2025), Bamberg, Germany, Industry Track, pp. 699 – 707, 2025.
[PDF] [DOI]

2024

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. CEUR Workshop Proceedings, vol. 3710, pp. 3 – 8, 2024.
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Schneider, Jan; Gröger, Christoph; Lutsch, Arnold; Schwarz, Holger; Mitschang, Bernhard: The Lakehouse: State of the Art on Concepts and Technologies. In: SN Computer Science, vol. 5, pp. 449 – 487, Springer Nature, 2024.
[PDF] [DOI]

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. CEUR Workshop Proceedings, vol. 3714, 2023.
[PDF]

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.
[PDF] [DOI]

2022

Schneider, Jan; Hirmer, Pascal: Enhancing IoT Platforms for Autonomous Device Discovery and Selection. In: Service-Oriented Computing. 16th Symposium and Summer School (SummerSoC), Crete, Greece. Communications in Computer and Information Science, vol. 1603, pp. 24 – 44, Springer International Publishing, 2022.
[PDF] [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]

2020

Franco da Silva, Ana Cristina; Hirmer, Pascal; Schneider, Jan; Ulusal, Seda; Tavares Frigo, Matheus: MBP: Not just an IoT Platform. In: 2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), Austin, TX, USA, pp. 1 – 3, 2020.
[DOI]

Summer term 2025

• Exercise "Modellierung"
  Organization and Execution
• Exercise "Industrial Analytics"
  Organization
• Seminar "Vertiefungsthemen Data Science"
  Supervision

Winter term 2024/2025

• Exercise "Data-Warehousing, Data-Mining und OLAP"
  Organization and Execution

Summer term 2024

• Exercise "Industrial Analytics"
  Organization
• Advanced Seminar "Advanced Topics in Data Management"
  Supervision

Winter term 2023/2024

• Exercise "Data-Warehousing, Data-Mining und OLAP"
  Organization and Execution
• Advanced Seminar "Advanced Topics in Data Management"
  Supervision

Summer term 2023

• Exercise "Industrial Analytics"
  Organization

Winter term 2022/2023

• Exercise "Data-Warehousing, Data-Mining und OLAP"
  Organization and Execution
• Advanced Seminar "Lakehouse Frameworks and Data Analytics"
  Organization and Supervision
• Seminar "Entwicklung von Data Science Anwendungen"
  Supervision

Summer term 2022

• Exercise "Industrial Analytics"
  Organization
• Advanced Seminar "Data Management for End-to-End Machine Learning"
  Supervision
• Seminar "Speicherung, Verarbeitung und Analyse von Zeitreihendaten"
  Supervision

Projects in Progress

Completed Projects

• Nutzung von Wissensgraphen zur Vermittlung von Daten zwischen Produzenten und Konsumenten auf Datenplattformen
  Master thesis
• Knowledge Graphs in Analytics Architectures: Semantic Data Catalog
  Practical course
• Knowledge Graphs in Analytics Architectures: Graph Analytics
  Practical course
• Konzepte für virtuelle Wissensgraphen auf Lakehouses
  Master thesis
• Vergleich von Ansätzen zur Speicherung unstrukturierter Daten in Lakehouses
  Bachelor thesis
• Modellierung von Daten-Pipelines in Lakehouses
  Master thesis
• SmartCar-Datenplattform
  Development project
• Vergleich von Lakehouse-Frameworks für Connected-Cars-Szenarien
  Practical course

SeaMap: Semantically Assisted Management of Analytical Data Platforms
BMBF Research project as part of Software Campus

Architekturen & Technologien für Datenplattformen
Research Project in Cooperation with Robert Bosch GmbH

SofDCar
BMWi Research project

SummerSoC 2022 Young Researcher Award
Schneider, Jan; Hirmer, Pascal: "Enhancing IoT Platforms for Autonomous Device Discovery and Selection".
In: Proceedings of the 16th Symposium and Summer School On Service-Oriented Computing (SummerSoc 2022).