Opportunities for Quantum Acceleration of Databases: Optimization of Queries and Transaction Schedules
Umut Çalikyilmaz, Sven Groppe, Jinghua Groppe, Tobias Winker, Stefan Prestel, Farida Shagieva, Daanish Arya, Florian Preis, Le Gruenwald
2023年份
38被引次数
5顶会引用
摘要
The capabilities of quantum computers, such as the number of supported qubits and maximum circuit depth, have grown exponentially in recent years. Commercially relevant applications that take advantage of quantum computing are expected to be available soon. In this paper, we shed light on the possibilities of accelerating database tasks using quantum computing with examples of optimizing queries and transaction schedules and present some open challenges for future studies in the field.
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引用它的顶会 Paper5
- Quantum-Inspired Digital Annealing for Join OrderingManuel Schönberger, Immanuel Trummer, Wolfgang MauererVLDB 2024 · 被引用 36 次
- Quantum Data Management in the NISQ EraRihan Hai, Shih-Han Hung, Tim Coopmans, Tim Littau 等VLDB 2025 · 被引用 10 次
- Index Advisors on Quantum PlatformsManish Kesarwani, Jayant R. HaritsaVLDB 2024 · 被引用 9 次
- Large-Scale Multiple Query Optimisation with Incremental Quantum(-Inspired) AnnealingManuel Schönberger, Immanuel Trummer, Wolfgang MauererSIGMOD 2026 · 被引用 6 次
- QDBO: A Real-time Quantum-augmented Database System OptimizerHanwen Liu, Abhishek Kumar, Federico M. Spedalieri, Ibrahim SabekVLDB 2026 · 被引用 3 次
它引用的顶会 Paper3
- Cardinality Estimation in DBMS: A Comprehensive Benchmark EvaluationYuxing Han, Ziniu Wu, Peizhi Wu, Rong Zhu 等VLDB 2022 · 被引用 169 次
- Reinforcement Learning with Tree-LSTM for Join Order SelectionXiang Yu, Guoliang Li, Chengliang Chai, Nan TangICDE 2020 · 被引用 168 次
- Ready to Leap (by Co-Design)? Join Order Optimisation on Quantum HardwareManuel Schönberger, Stefanie Scherzinger, Wolfgang MauererSIGMOD 2023 · 被引用 47 次
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