Query Optimisation and Near-Data Processing on Reconfigurable SoCs for Big Data Analysis (Phase II)
Query Optimisation and Near-Data Processing on Reconfigurable SoCs for Big Data Analysis (Phase II)
(Third Party Funds Single)
Overall project:
Project leader: Klaus Meyer-Wegener
Project members: Maximilian Langohr
Start date: 01/08/2021
End date: 31/07/2024
Acronym: ReProVide II INF6
Funding source: Deutsche Forschungsgemeinschaft (DFG)
URL: https://www.dfg-spp2037.de/me943-9/
Abstract
Analysing petabytes of data in an affordable amount of time and energy requires massively parallel processing of data at their source. Active research is therefore directed towards emerging hardware architectures to reduce the volume of data close to their source and towards sound query analysis and optimisation techniques to exploit such novel architectures. The goal of the ReProVide project is to investigate FPGA-based solutions for smart storage and near-data processing together with novel query-optimisation techniques that exploit the speed and reconfigurability of FPGA hardware for a scalable and powerful (pre-)filtering of Big Data.
Publications
- Langohr M., Vogler T., Meyer-Wegener K.:
SKYSHARK: A Benchmark with Real-world Data for Line-rate Stream Processing with FPGAs
Lernen, Wissen, Daten, Analysen (LWDA) (Marburg, 09/10/2023 - 11/10/2023)
In: Leyer M, Wichmann J (ed.): Lernen, Wissen, Daten, Analysen (LWDA) Conference Proceedings, Marburg, Germany, October 9-11, 2023 2023
Open Access: https://ceur-ws.org/Vol-3630/LWDA2023-paper9.pdf
URL: https://ceur-ws.org/Vol-3630/LWDA2023-paper9.pdf
BibTeX: Download - Hahn T., Langohr M., Meißner S., Döring B., Wildermann S., Meyer-Wegener K., Teich J.:
ReProVide: Query Optimisation and Near-Data Processing on Reconfigurable SoCs for Big Data Analysis
21st Conference on Database Systems for Business, Technology and Web (Bamberg, 03/03/2025 - 07/03/2025)
In: Proceedings of the 21st Conference on Database Systems for Business, Technology and Web 2025
DOI: 10.18420/BTW2025-57
BibTeX: Download - Hahn T., Langohr M., Becher A., Beena Gopalakrishnan Nair L., Meyer-Wegener K., Teich J., Wildermann S.:
ReProVide: Query Optimization and Near-Data Processing on Reconfigurable SoCs for Big Data Analysis
In: Scalable Data Management for Future Hardware, 2025, p. 171-197
ISBN: 9783031740961
DOI: 10.1007/978-3-031-74097-8_7
BibTeX: Download
Staff
Project Heads

Maximilian Langohr, M. Sc.
91058 Erlangen
Germany
- Phone number: +49 9131 85-27800
- Email: maximilian.langohr@fau.de
- Website: https://www.cs6.tf.fau.de/person/maximilian-langohr/

Prof. i. R. Dr. Klaus Meyer-Wegener
91058 Erlangen
- Phone number: +49 9131 85-27892
- Email: klaus.meyer-wegener@fau.de
- Website: https://www.cs6.tf.fau.de/person/klaus-meyer-wegener/
Further Participants
- Stefan Meißner