Publications

2024

• Demystifying Intel Data Streaming Accelerator for In-Memory Data ProcessingBerthold, A., Fürst, C., Obersteiner, A., Schmidt, L., Habich, D., Lehner, W. & Schirmeier, H., 3 Nov 2024, Proceedings of the 2nd Workshop on Disruptive Memory Systems. Association for Computing Machinery, p. 9-16, 8 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• On-The-Fly Data Distribution to Accelerate Query Processing in Heterogeneous Memory SystemsBerthold, A., Schmidt, L., Obersteiner, A., Habich, D., Lehner, W. & Schirmeier, H., 1 Sep 2024, Advances in Databases and Information Systems: 28th European Conference, ADBIS 2024, Bayonne, France, August 28–31, 2024, Proceedings. Springer Nature, p. 170-183, 14 p., 2Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Zielgerichtete Implementation von datenbasierten AssistenzsystemenOtt, G., Gröllich, D., Hahmann, M. & Lang, V., 2024, Stuttgart: GfA-Press, 6 p.Research output: Book/Report/Anthology > Conference proceeding

2023

• evalPM: a framework for evaluating machine learning models for particulate matter predictionWoltmann, L., Deepe, J., Hartmann, C. & Lehner, W., Dec 2023, In: Environmental monitoring and assessment. 195, 12, 1491Electronic (full-text) versionResearch output: Contribution to journal > Research article
• VAMPIR - Virtualized Non-Functional Memory Properties for Data-Pipeline SchedulingBerthold, A., Schmidt, L., Bartuschka, A., Lehner, W., Habich, D. & Schirmeier, H., 24 Oct 2023Research output: Contribution to conferences > Poster
• Digitalisierung in der WerkstoffprüfungBretschneider, J., Zösch, A., Ott, G., Hausmann, S., Hauer, F., Naumann, U., Scherbaum, R. & 2 others, 4 Oct 2023, Digitalisierung der Arbeitswelt im Mittelstand 3. Springer Vieweg Berlin, Heidelberg, p. 369 - 402Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Chapter in book/anthology/report
• Work in Progress: Towards a Single Underlying Model for the Digital Twin of Future Road InfrastructuresProkopets, V., Götz, S., Aßmann, U., Gutsche, C., Anantheswar, A., Wollny, I., Thiessat, J. & 3 others, 31 Aug 2023, 2023 IEEE Smart World Congress (SWC). IEEE, p. 1-4, 4 p., 10449106Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• FASTgres: Making Learned Query Optimizer Hinting EffectiveWoltmann, L., Thiessat, J., Hartmann, C., Habich, D. & Lehner, W., Aug 2023, In: Proceedings of the VLDB Endowment. 16, 11, p. 3310 - 3322, 13 p.Electronic (full-text) versionResearch output: Contribution to journal > Conference article
• Enhanced Featurization of Queries with Mixed Combinations of Predicates for ML-based Cardinality EstimationMüller, M., Woltmann, L. & Lehner, W., 28 Mar 2023, Proceedings of the 26th International Conference on Extending Database Technology (EDBT 2023). 2 ed., Vol. 26. p. 273-284, 12 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Learned Selection Strategy for Lightweight Integer Compression AlgorithmsWoltmann, L., Damme, P., Hartmann, C., Habich, D. & Lehner, W., 28 Mar 2023, 26th International Conference on Extending Database Technology (EDBT 2023). 3 ed., OpenProceedings.org, Vol. 26. p. 552-564, 13 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution