Dr. Pavel Sulimov
Dr. Pavel Sulimov
ZHAW
School of Engineering
Forschungsschwerpunkt Intelligent Information Systems
Obere Kirchgasse 2 / Steinberggasse 12/14
8400 Winterthur
Arbeit an der ZHAW
Tätigkeit
Lehrtätigkeit in der Weiterbildung
Netzwerk
Mitglied in Netzwerken
Projekte
- AI4Flex.Data: KI-gesteuerte Cross-Engine-Optimierung paralleler Workloads (SNF) / Teammitglied / laufend
- QML – Quantum Machine Learning / Teammitglied / laufend
- Digitaler End-to-End-Konfigurator für die Immobilienentwicklung / Teammitglied / laufend
- DataGEMS - Data Discovery Platform with Generalized Exploratory, Management, and Search Capabilities (Horizon Europe) / Teammitglied / laufend
- GraphQueryML – Verwendung von maschinellem Lernen zur Optimierung von Abfragen in Graphdatenbanken (SNF/DFG) / Teammitglied / abgeschlossen
Publikationen
Beiträge in wissenschaftlicher Zeitschrift, peer-reviewed
Lehmann, C., Sulimov, P. and Stockinger, K. (2024) 'Is your learned query optimizer behaving as you expect? : a machine learning perspective', Proceedings of the VLDB Endowment, 17(7), pp. 1565–1577. doi: 10.14778/3654621.3654625.
Schriftliche Konferenzbeiträge, peer-reviewed
- Sordini, F. V. and Sulimov, P. (2026) 'Entity-based synthetic urban layout generation using multi-channel gans for Swiss urban planning applications'. IEEE, pp. 197–200. doi: 10.1109/sds70563.2026.00036.
- Sulimov, P. and Eremeykin, S. (2026) 'Linear transformations for privacy-preserving machine learning'. IEEE, pp. 189–192. doi: 10.1109/sds70563.2026.00034.
- Lehmann, C., Stockinger, K. and Sulimov, P. (2026) 'Flood detection in Switzerland using Sentinel-2 satellite imagery', in 13th IEEE Swiss Conference on Data Science and AI (SDS). IEEE, pp. 185–188. doi: 10.1109/SDS70563.2026.00033.
- Sulimov, P., Lehmann, C. and Stockinger, K. (2025) 'GenJoin : conditional generative plan-to-plan query optimizer that learns from subplan hints', in Proceedings of the ACM on Management of Data. Association for Computing Machinery, p. 247. doi: 10.1145/3749165.
- Kittelmann, F., Sulimov, P. and Stockinger, K. (2024) 'QardEst : using quantum machine learning for cardinality estimation of join queries', in 1st Workshop on Quantum Computing and Quantum-Inspired Technology for Data-Intensive Systems and Applications (Q-Data), ACM SIGMOD/PODS 2024, Santiago, Chile, 9 June 2024. ZHAW Zürcher Hochschule für Angewandte Wissenschaften. doi: 10.21256/zhaw-30917.