Jan Schneider

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, 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)
[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]

Winter term 2023/2024

• Exercise "Data-Warehousing, Data-Mining and OLAP"
  Organisation and Assignments

Summer term 2023

• Exercise "Industrial Analytics"
  Support

Winter term 2022/2023

• Exercise "Data-Warehousing, Data-Mining and OLAP"
  Organisation and Excecution
• Advanced Seminar "Lakehouse Frameworks and Data Analytics"
  Organisation and Supervision
• Seminar "Development of Data Science Applications"
  Supervision

Summer term 2022

• Exercise "Industrial Analytics"
  Support
• Advanced Seminar "Data Management for End-to-End Machine Learning"
  Supervision
• Seminar "Storage, Processing and Analysis of Time Series Data"
  Supervision

Projects in Progress

• Concepts for Virtual Knowledge Graphs on Lakehouses
  Master thesis

Completed Projects

• Comparison of Approaches for the Storage of Unstructured Data in Lakehouses
  Bachelor thesis
• Modeling of Data Pipelines in Lakehouses
  Master thesis
• SmartCar Data Platform
  Development Project
• Comparison of Lakehouse Frameworks for Connected Cars Scenarios
  Practical Course

Data Platforms Architectures & Technologies
Research Project in Cooperation with Robert Bosch GmbH

SofDCar
BMWi-Projekt

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).