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HiWi Position: Data Harmonization Tool for Distributed Analytics

February 18th, 2025

We are looking for a HiWi to support the development tool to support data stakeholders in enabling Virtual-Graph based Data Access, especially in the context of Distributed Analytics architectures such as the PHT.

Job Type HiWi
Extent 10-15h
Status Open
Contact(s) Laurenz Neumann

SAFERWATER tackles critical challenges in water management, including climate change, population growth, and rising cyber threats to essential infrastructure. The project aims to modernize dams and water supply systems by leveraging digitalization to boost security, resilience, and operational efficiency.

Our team’s contribution focuses on deploying PADME, our decentralized analytics platform. PADME enables secure, sovereignty-preserving model training across diverse data sources in the water sector. To streamline this process, we integrate heterogeneous data as Virtual Knowledge Graphs (VKGs), reducing complexity for decentralized analytics and simplifying data querying. VKGs allow non-RDF data sources (e.g., SQL databases) to be accessed via SPARQL, the standard query language for linked data.

We are developing a novel tool to support stakeholders throughout the data access and allocation lifecycle. This tool will:

  • Simplify provisioning and maintenance of VKG engines (e.g., Ontop), ensuring seamless SPARQL-based access to non-RDF data.
  • Enhance data governance through access logging and policy enforcement, aligning with regulatory and organizational requirements


Prerequisites:
  • Experience in software development with Java
  • Experience with Docker
  • Basic experience in frontend development
  • Ideally: Experience in the Java RDF-Stack (e.g. rdf4j)

Related Projects:
SAFERWATER