Learn What Really Matters: A Learning-to-Rank Approach for ML-based Query Optimization

Henriette Behr, Volker Markl, Zoi Kaoudi. Learn What Really Matters: A Learning-to-Rank Approach for ML-based Query Optimization. In Birgitta König-Ries, Stefanie Scherzinger, Wolfgang Lehner, Gottfried Vossen, editors, Datenbanksysteme für Business, Technologie und Web (BTW 2023), 20. Fachtagung des GI-Fachbereichs „Datenbanken und Informationssysteme" (DBIS), 06.-10, März 2023, Dresden, Germany, Proceedings. Volume P-331 of LNI, pages 535-554, Gesellschaft für Informatik e.V., 2023. [doi]

@inproceedings{BehrMK23,
  title = {Learn What Really Matters: A Learning-to-Rank Approach for ML-based Query Optimization},
  author = {Henriette Behr and Volker Markl and Zoi Kaoudi},
  year = {2023},
  doi = {10.18420/BTW2023-25},
  url = {https://doi.org/10.18420/BTW2023-25},
  researchr = {https://researchr.org/publication/BehrMK23},
  cites = {0},
  citedby = {0},
  pages = {535-554},
  booktitle = {Datenbanksysteme für Business, Technologie und Web (BTW 2023), 20. Fachtagung des GI-Fachbereichs „Datenbanken und Informationssysteme" (DBIS), 06.-10, März 2023, Dresden, Germany, Proceedings},
  editor = {Birgitta König-Ries and Stefanie Scherzinger and Wolfgang Lehner and Gottfried Vossen},
  volume = {P-331},
  series = {LNI},
  publisher = {Gesellschaft für Informatik e.V.},
  isbn = {978-3-88579-725-8},
}