Quantum Data Management in the NISQ Era
Rihan Hai, Shih-Han Hung, Tim Coopmans, Tim Littau, Floris Geerts
摘要
Quantum computing has emerged as a transformative force in the evolution of computing technology. Recent efforts have applied quantum techniques to classical database challenges, such as query optimization, data integration, index selection, and transaction management. In this paper, we shift focus to a critical yet underexplored area: data management for quantum computing. We are currently in the noisy intermediate-scale quantum (NISQ) era, where qubits, while promising, are fragile and still limited in scale. After differentiating quantum data from classical data, we outline current and future data management paradigms in the NISQ era and beyond. We address the data management challenges arising from the emerging demands of near-term quantum computing. Our goal is to chart a clear course for future quantum-oriented data management research, establishing it as a cornerstone for the advancement of quantum computing in the NISQ era.
问问这篇 Paper
智能体会读完全文。
Lune 把这篇 Paper 索引到了每一个公式,引用它的顶会 Paper 也一样。你提问,回答直接引用原文。
引用它的顶会 Paper1
问问它们各自怎么用它它引用的顶会 Paper16
- A Polynomial-Time Classical Algorithm for Noisy Random Circuit SamplingDorit Aharonov, Xun Gao, Zeph Landau, Yunchao Liu 等STOC 2023 · 被引用 74 次
- A Tensor Compiler for Unified Machine Learning Prediction ServingSupun Nakandala, Karla Saur, Gyeong-In Yu, Konstantinos Karanasos 等OSDI 2020 · 被引用 60 次
- End-to-end Optimization of Machine Learning Prediction QueriesKwanghyun Park, Karla Saur, Dalitso Banda, Rathijit Sen 等SIGMOD 2022 · 被引用 50 次
- Astrea: Accurate Quantum Error-Decoding via Practical Minimum-Weight Perfect-MatchingSuhas Vittal, Poulami Das, Moinuddin K. QureshiISCA 2023 · 被引用 47 次
- Opportunities for Quantum Acceleration of Databases: Optimization of Queries and Transaction SchedulesUmut Çalikyilmaz, Sven Groppe, Jinghua Groppe, Tobias Winker 等VLDB 2023 · 被引用 38 次
相关 Paper
- Ready to Leap (by Co-Design)? Join Order Optimisation on Quantum HardwareManuel Schönberger, Stefanie Scherzinger, Wolfgang MauererSIGMOD 2023 · 被引用 47 次
- HetArch: Heterogeneous Microarchitectures for Superconducting Quantum SystemsSamuel A. Stein, Sara Sussman, Teague Tomesh, Charles Guinn 等MICRO 2023 · 被引用 12 次
- VQNE: Variational Quantum Network Embedding with Application to Network AlignmentXinyu Ye, Ge Yan, Junchi YanKDD 2023 · 被引用 5 次
- CutQC: using small Quantum computers for large Quantum circuit evaluationsWei Tang, Teague Tomesh, Martin Suchara, Jeffrey Larson 等ASPLOS 2021 · 被引用 159 次
- Index Advisors on Quantum PlatformsManish Kesarwani, Jayant R. HaritsaVLDB 2024 · 被引用 9 次
