Prof. Dr. rer. nat. habil. Sven Groppe

My research interests include the following areas and their combinations (none-exclusive list)

• Artificial Intelligence, Machine Learning and Data Science
  • LLMs, Agentic Workflows, Mathematical Optimizations, Graph Neural Networks, Chatbots, Reasoning, Quantum Machine Learning
• Data Management
  • Query Processing and Optimization, Indexing, Mapping, Compression, Replication, Caching, Transaction Handling
• Data Models
  • Knowledge Graphs, Semantic Web, Property Graphs, Relational Data, XML
• Types of Data
  • Big Data, Data Streams
• Emergent Hardware Technologies
  • Many-Core CPU, GPU, FPGA, Quantum Computer
• Platforms
  • Internet, Internet of Things, Cloud, Post-Cloud (Fog/Edge/Dew Computing), P2P, Mobile, Parallel and Main Memory Servers
• Advanced AI/ML Applications
  • Citizen Science, Customer Communications, Pandemics like Covid-19, Software Vulnerability Prediction
• Sustainability
  • Sustainable Computing/AI, Applications for Sustainability

Prof. Groppe receives grants for the following projects and serves as principle investigator or project coordinator:

Running Projects

• QC4DB (BMBF)
• QualityOnt (DFG)

Completed Projects

• BigSIoT (DFG)
• Hybrid² (DFG)
• SW-FPGA-DB (DFG)
• FPGA-Cluster DB (BMWi)
• LUPOSDATE (DFG)

A list of my open thesis is available here.

Please see also my slides of the last bachelor/master forum (PDF).

• Dr. rer. nat. Benjamin Warnke (Thesis)
• Dr.-Ing. Stefan Werner (Thesis)
• Dr.-Ing. Dennis Heinrich (Thesis)

More information is available on my homepage.

Recent talks are listed on my keynote page.

Links to my pages at common literature search engines: DBLP, Google Scholar