Constructing optimal bushy join trees by solving qubo problems on quantum hardware and simulators N Nayak, J Rehfeld, T Winker, B Warnke, U Çalikyilmaz, S Groppe Proceedings of the international workshop on big data in emergent …, 2023 | 24 | 2023 |
Opportunities for quantum acceleration of databases: optimization of queries and transaction schedules U Çalikyilmaz, S Groppe, J Groppe, T Winker, S Prestel, F Shagieva, ... Proceedings of the VLDB Endowment 16 (9), 2344-2353, 2023 | 21 | 2023 |
Index Tuning with Machine Learning on Quantum Computers for Large-Scale Database Applications. L Gruenwald, T Winker, U Çalikyilmaz, J Groppe, S Groppe VLDB Workshops, 2023 | 14 | 2023 |
Quantum machine learning for join order optimization using variational quantum circuits T Winker, U Çalikyilmaz, L Gruenwald, S Groppe Proceedings of the international workshop on big data in emergent …, 2023 | 13 | 2023 |
Le Gruenwald, and Sven Groppe. 2023. Quantum Machine Learning for Join Order Optimization using Variational Quantum Circuits T Winker, U Çalikyilmaz Proceedings of the International Workshop on Big Data in Emergent …, 0 | 10 | |
Quantum data management and quantum machine learning for data management: State-of-the-art and open challenges S Groppe, J Groppe, U Çalıkyılmaz, T Winker, L Gruenwal International Conference on Intelligent Systems and Machine Learning, 252-261, 2022 | 6 | 2022 |
Quantum search in sets with prior knowledge U Çalıkyılmaz PQDT-Global, 2021 | 2 | 2021 |
Quantum Join Ordering by Splitting the Search Space of QUBO Problems N Nayak, T Winker, U Çalıkyılmaz, S Groppe, J Groppe Datenbank-Spektrum 24 (1), 21-32, 2024 | 1 | 2024 |
ReJOOSp: Reinforcement Learning for Join Order Optimization in SPARQL B Warnke, K Martens, T Winker, S Groppe, J Groppe, P Adhiyaman, ... Big Data and Cognitive Computing (BDCC) 2024, 21-32, 2024 | | 2024 |
1 Schwerpunktthema:„Data Management on Quantum Hardware “ DAN Nayak, T Winker, U Çalıkyılmaz, S Groppe | | 2024 |
Quantum search in sets with prior knowledge. U Çalikyilmaz, S Turgut Metu Thesis Collection, 2022 | | 2022 |
Umut Çalıkyılmaz U Çalıkyılmaz | | 2020 |