{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,4]],"date-time":"2026-07-04T22:39:38Z","timestamp":1783204778526,"version":"3.54.6"},"publisher-location":"New York, NY, USA","reference-count":69,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,6,4]],"date-time":"2023-06-04T00:00:00Z","timestamp":1685836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"BMBF","award":["13N15645"],"award-info":[{"award-number":["13N15645"]}]},{"name":"Bundesministerium f\u00fcr Bildung und Forschung","award":["13N16090"],"award-info":[{"award-number":["13N16090"]}]},{"name":"BMBF","award":["13N16092"],"award-info":[{"award-number":["13N16092"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,6,4]]},"DOI":"10.1145\/3555041.3589404","type":"proceedings-article","created":{"date-parts":[[2023,6,5]],"date-time":"2023-06-05T16:25:14Z","timestamp":1685982314000},"page":"45-52","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":21,"title":["Quantum Machine Learning: Foundation, New Techniques, and Opportunities for Database Research"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0009-6612-4907","authenticated-orcid":false,"given":"Tobias","family":"Winker","sequence":"first","affiliation":[{"name":"University of L\u00fcbeck, L\u00fcbeck, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5196-1117","authenticated-orcid":false,"given":"Sven","family":"Groppe","sequence":"additional","affiliation":[{"name":"University of L\u00fcbeck, L\u00fcbeck, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8201-397X","authenticated-orcid":false,"given":"Valter","family":"Uotila","sequence":"additional","affiliation":[{"name":"University of Helsinki, Helsinki, Finland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2383-5193","authenticated-orcid":false,"given":"Zhengtong","family":"Yan","sequence":"additional","affiliation":[{"name":"University of Helsinki, Helsinki, Finland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2067-454X","authenticated-orcid":false,"given":"Jiaheng","family":"Lu","sequence":"additional","affiliation":[{"name":"University of Helsinki, Helsinki, Finland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2801-7192","authenticated-orcid":false,"given":"Maja","family":"Franz","sequence":"additional","affiliation":[{"name":"Technical University of Applied Science Regensburg, Regensburg, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9765-8313","authenticated-orcid":false,"given":"Wolfgang","family":"Mauerer","sequence":"additional","affiliation":[{"name":"Technical University of Applied Science Regensburg, Regensburg, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2023,6,5]]},"reference":[{"key":"e_1_3_2_3_1_1","volume-title":"Quantum Computing since Democritus","author":"Aaronson Scott","unstructured":"Scott Aaronson. 2013. Quantum Computing since Democritus. Cambridge University Press, USA."},{"key":"e_1_3_2_3_2_1","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.2006.12270"},{"key":"e_1_3_2_3_3_1","doi-asserted-by":"publisher","DOI":"10.1137\/S0097539705447323"},{"key":"e_1_3_2_3_4_1","doi-asserted-by":"publisher","DOI":"10.1103\/RevModPhys.90.015002"},{"key":"e_1_3_2_3_5_1","doi-asserted-by":"publisher","DOI":"10.1002\/9781118755815.ch05"},{"key":"e_1_3_2_3_6_1","doi-asserted-by":"publisher","DOI":"10.3389\/fict.2016.00014"},{"key":"e_1_3_2_3_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/3410566.3410593"},{"key":"e_1_3_2_3_8_1","first-page":"1","article-title":"Hardware Accelerating the Optimization of Transaction Schedules via Quantum Annealing by Avoiding Blocking","volume":"7","author":"Bittner Tim","year":"2020","unstructured":"Tim Bittner and Sven Groppe. 2020. Hardware Accelerating the Optimization of Transaction Schedules via Quantum Annealing by Avoiding Blocking. Open Journal of Cloud Computing (OJCC) 7, 1 (2020), 1--21. http:\/\/nbn-resolving.de\/urn:nbn:de:101:1--2020112218332015343957","journal-title":"Open Journal of Cloud Computing (OJCC)"},{"key":"e_1_3_2_3_9_1","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1609.05537"},{"key":"e_1_3_2_3_10_1","volume-title":"Generalization in quantum machine learning from few training data. Nat. Commun. 13, 1","author":"Caro Matthias C","year":"2022","unstructured":"Matthias C Caro, Hsin-Yuan Huang, M Cerezo, Kunal Sharma, Andrew Sornborger, Lukasz Cincio, and Patrick J Coles. 2022. Generalization in quantum machine learning from few training data. Nat. Commun. 13, 1 (2022)."},{"key":"e_1_3_2_3_11_1","doi-asserted-by":"publisher","DOI":"10.1088\/2632--2153"},{"key":"e_1_3_2_3_12_1","doi-asserted-by":"publisher","DOI":"10.1098\/rspa.2017.0551"},{"key":"e_1_3_2_3_13_1","doi-asserted-by":"publisher","DOI":"10.1103\/physreva.100.032328"},{"key":"e_1_3_2_3_14_1","doi-asserted-by":"publisher","DOI":"10.1098\/rspa.1992.0167"},{"key":"e_1_3_2_3_15_1","doi-asserted-by":"publisher","DOI":"10.7566\/jpsj.90.032001"},{"key":"e_1_3_2_3_16_1","volume-title":"Multiple query optimization using a hybrid approach of classical and quantum computing. arXiv preprint arXiv:2107.10508","author":"Fankhauser Tobias","year":"2021","unstructured":"Tobias Fankhauser, Marc E Sol\u00e8r, Rudolf M F\u00fcchslin, and Kurt Stockinger. 2021. Multiple query optimization using a hybrid approach of classical and quantum computing. arXiv preprint arXiv:2107.10508 (2021)."},{"key":"e_1_3_2_3_17_1","doi-asserted-by":"publisher","unstructured":"Edward Farhi Jeffrey Goldstone and Sam Gutmann. 2014. A Quantum Approximate Optimization Algorithm. (2014). https:\/\/doi.org\/10.48550\/ARXIV.1411.4028","DOI":"10.48550\/ARXIV.1411.4028"},{"key":"e_1_3_2_3_18_1","volume-title":"Community Detection in Electrical Grids Using Quantum Annealing. arXiv:2112.08300 (Dec","author":"Fern\u00e1ndez-Campoamor Marina","year":"2021","unstructured":"Marina Fern\u00e1ndez-Campoamor, Corey O'Meara, Giorgio Cortiana, Vedran Peric, and Juan Bernab\u00e9-Moreno. 2021. Community Detection in Electrical Grids Using Quantum Annealing. arXiv:2112.08300 (Dec 2021). https:\/\/doi.org\/10.48550\/ arXiv.2112.08300 arXiv:2112.08300 [quant-ph]."},{"key":"e_1_3_2_3_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jfranklin.2022.08.021"},{"key":"e_1_3_2_3_20_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevApplied.15.014012"},{"key":"e_1_3_2_3_21_1","volume-title":"International Semantic Intelligence Conference (ISIC","author":"Groppe Sven","year":"2021","unstructured":"Sven Groppe. 2021. Semantic Hybrid Multi-Model Multi-Platform (SHM3P) Databases. In International Semantic Intelligence Conference (ISIC 2021), New Delhi (hybrid), India. CEUR, 16--26. http:\/\/ceur-ws.org\/Vol-2786\/Paper2.pdf"},{"key":"e_1_3_2_3_22_1","doi-asserted-by":"publisher","DOI":"10.5220\/0009802401770184"},{"key":"e_1_3_2_3_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3472163.3472164"},{"key":"e_1_3_2_3_24_1","volume-title":"Proceedings of the EAI ICISML conference.","author":"Groppe Sven","year":"2022","unstructured":"Sven Groppe, Jinghua Groppe, Umut \u00c7alikyilmaz, Tobias Winker, and Le Gruenwald. 2022. Quantum Data Management and Quantum Machine Learning for Data Management: State-of-the-Art and Open Challenges. In Proceedings of the EAI ICISML conference."},{"key":"e_1_3_2_3_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/237814.237866"},{"key":"e_1_3_2_3_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/3569966.3570114"},{"key":"e_1_3_2_3_27_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-019-0980--2"},{"key":"e_1_3_2_3_28_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevA.86.042310"},{"key":"e_1_3_2_3_29_1","doi-asserted-by":"publisher","DOI":"10.1016\/0893-6080(89)90020-8"},{"key":"e_1_3_2_3_30_1","volume-title":"Power of data in quantum machine learning. Nat. Commun. 12, 1","author":"Huang Hsin-Yuan","year":"2021","unstructured":"Hsin-Yuan Huang, Michael Broughton, Masoud Mohseni, Ryan Babbush, Sergio Boixo, Hartmut Neven, and Jarrod R McClean. 2021. Power of data in quantum machine learning. Nat. Commun. 12, 1 (2021)."},{"key":"e_1_3_2_3_31_1","doi-asserted-by":"publisher","unstructured":"Sofiene Jerbi Casper Gyurik Simon C. Marshall Hans J. Briegel and Vedran Dunjko. 2021. Parametrized quantum policies for reinforcement learning. https:\/\/doi.org\/10.48550\/ARXIV.2103.05577","DOI":"10.48550\/ARXIV.2103.05577"},{"key":"e_1_3_2_3_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/3035918.3054775"},{"key":"e_1_3_2_3_33_1","doi-asserted-by":"publisher","DOI":"10.1007\/978--3-030-06122--7_2"},{"key":"e_1_3_2_3_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/3448016.3457542"},{"key":"e_1_3_2_3_35_1","doi-asserted-by":"publisher","DOI":"10.14778\/3352063.3352129"},{"key":"e_1_3_2_3_36_1","doi-asserted-by":"publisher","unstructured":"Gabriel Paludo Licks and Felipe Meneguzzi. 2020. Automated Database Indexing using Model-free Reinforcement Learning. https:\/\/doi.org\/10.48550\/ARXIV.2007.14244","DOI":"10.48550\/ARXIV.2007.14244"},{"key":"e_1_3_2_3_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/3211954.3211957"},{"key":"e_1_3_2_3_38_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.tcs.2020.01.024"},{"key":"e_1_3_2_3_39_1","doi-asserted-by":"publisher","DOI":"10.1103\/physreva.98.032309"},{"key":"e_1_3_2_3_40_1","doi-asserted-by":"publisher","DOI":"10.3389\/fict.2017.00029"},{"key":"e_1_3_2_3_41_1","volume-title":"Chuang","author":"Nielsen Michael A.","year":"2010","unstructured":"Michael A. Nielsen and Isaac L. Chuang. 2010. Quantum computation and quantum information (10th anniversary ed ed.). Cambridge University Press, Cambridge, New York."},{"key":"e_1_3_2_3_42_1","doi-asserted-by":"publisher","DOI":"10.3389\/fcomp.2019.00009"},{"key":"e_1_3_2_3_43_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0206653"},{"key":"e_1_3_2_3_44_1","volume-title":"PyTorch: An Imperative Style","author":"Paszke Adam","unstructured":"Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, Alban Desmaison, Andreas Kopf, Edward Yang, Zachary DeVito, Martin Raison, Alykhan Tejani, Sasank Chilamkurthy, Benoit Steiner, Lu Fang, Junjie Bai, and Soumith Chintala. 2019. PyTorch: An Imperative Style, High-Performance Deep Learning Library. In Advances in Neural Information Processing Systems 32. Curran Associates, Inc., 8024--8035. http:\/\/papers.neurips.cc\/paper\/9015-pytorch-an-imperative-style-high-performance-deep-learning-library.pdf"},{"key":"e_1_3_2_3_45_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11433-018--9307--1"},{"key":"e_1_3_2_3_46_1","doi-asserted-by":"publisher","DOI":"10.1038\/srep00571"},{"key":"e_1_3_2_3_47_1","doi-asserted-by":"publisher","DOI":"10.1140\/epjst"},{"key":"e_1_3_2_3_48_1","doi-asserted-by":"publisher","DOI":"10.22331\/q-2020-02-06--226"},{"key":"e_1_3_2_3_49_1","doi-asserted-by":"publisher","DOI":"10.1145\/3035918.3054782"},{"key":"e_1_3_2_3_50_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.113.130503"},{"key":"e_1_3_2_3_51_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11128-014-0892-x"},{"key":"e_1_3_2_3_52_1","doi-asserted-by":"publisher","DOI":"10.1103\/RevModPhys.76.1267"},{"key":"e_1_3_2_3_53_1","doi-asserted-by":"publisher","DOI":"10.1145\/3514221.3520257"},{"key":"e_1_3_2_3_54_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSA-C54293.2022.00039"},{"key":"e_1_3_2_3_55_1","doi-asserted-by":"publisher","DOI":"10.1145\/3588946"},{"key":"e_1_3_2_3_56_1","doi-asserted-by":"publisher","DOI":"10.1137\/S0097539795293172"},{"key":"e_1_3_2_3_57_1","doi-asserted-by":"publisher","DOI":"10.1002\/qute.201900070"},{"key":"e_1_3_2_3_58_1","doi-asserted-by":"publisher","DOI":"10.22331\/q-2022-05--24--720"},{"key":"e_1_3_2_3_59_1","doi-asserted-by":"publisher","unstructured":"Matthew Treinish Jay Gambetta Paul Nation Paul Kassebaum Diego M. Rodr\u00edguez Salvador de la Puente Gonz\u00e1lez Jake Lishman Shaohan Hu Kevin Krsulich Jim Garrison Luciano Bello Jessie Yu Manoel Marques Julien Gacon David McKay Juan Gomez Lauren Capelluto Travis-S-IBM Abby Mitchell Ashish Panigrahi lerongil Rafey Iqbal Rahman Steve Wood Toshinari Itoko Alex Pozas-Kerstjens Christopher J. Wood Divyanshu Singh Drew Risinger and Eli Arbel. 2022. Qiskit. https:\/\/doi.org\/10.5281\/zenodo.7416349","DOI":"10.5281\/zenodo.7416349"},{"key":"e_1_3_2_3_60_1","doi-asserted-by":"publisher","DOI":"10.14778\/2947618.2947621"},{"key":"e_1_3_2_3_61_1","doi-asserted-by":"publisher","DOI":"10.1145\/3464389"},{"key":"e_1_3_2_3_62_1","doi-asserted-by":"publisher","DOI":"10.1145\/3318464.3383128"},{"key":"e_1_3_2_3_63_1","volume-title":"Proceedings of the VLDB 2022 PhD Workshop co-located with the 48th International Conference on Very Large Databases (VLDB 2022), Sydney, Australia (CEUR Workshop Proceedings","volume":"1","author":"Uotila Valter","year":"2022","unstructured":"Valter Uotila. 2022. Synergy between Quantum Computers and Databases. In Proceedings of the VLDB 2022 PhD Workshop co-located with the 48th International Conference on Very Large Databases (VLDB 2022), Sydney, Australia (CEUR Workshop Proceedings, Vol. 3186), Zhifeng Bao and Timos K. Sellis (Eds.). CEUR-WS.org. http:\/\/ceur-ws.org\/Vol-3186\/paper_1.pdf"},{"key":"e_1_3_2_3_64_1","volume-title":"Heterogeneous Data Management, Polystores, and Analytics for Healthcare","author":"Uotila Valter","unstructured":"Valter Uotila and Jiaheng Lu. 2021. A Formal Category Theoretical Framework for Multi-model Data Transformations. In Heterogeneous Data Management, Polystores, and Analytics for Healthcare, El Kindi Rezig, Vijay Gadepally, Timothy Mattson, Michael Stonebraker, Tim Kraska, Fusheng Wang, Gang Luo, Jun Kong, and Alevtina Dubovitskaya (Eds.). Springer International Publishing, Cham, 14--28."},{"key":"e_1_3_2_3_65_1","doi-asserted-by":"publisher","DOI":"10.14778\/3476311.3476314"},{"key":"e_1_3_2_3_66_1","doi-asserted-by":"publisher","DOI":"10.1109\/SFCS.2001.959902"},{"key":"e_1_3_2_3_67_1","doi-asserted-by":"publisher","DOI":"10.1049\/qtc2.12032"},{"key":"e_1_3_2_3_68_1","doi-asserted-by":"publisher","DOI":"10.1109\/QCE52317.2021.00019"},{"key":"e_1_3_2_3_69_1","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.2109.01840"}],"event":{"name":"SIGMOD\/PODS '23: International Conference on Management of Data","location":"Seattle WA USA","acronym":"SIGMOD\/PODS '23","sponsor":["SIGMOD ACM Special Interest Group on Management of Data"]},"container-title":["Companion of the 2023 International Conference on Management of Data"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3555041.3589404","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3555041.3589404","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T18:43:58Z","timestamp":1750272238000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3555041.3589404"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,4]]},"references-count":69,"alternative-id":["10.1145\/3555041.3589404","10.1145\/3555041"],"URL":"https:\/\/doi.org\/10.1145\/3555041.3589404","relation":{},"subject":[],"published":{"date-parts":[[2023,6,4]]},"assertion":[{"value":"2023-06-05","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}