arXiv Open Access 2024

Quantum Data Management in the NISQ Era: Extended Version

Rihan Hai Shih-Han Hung Tim Coopmans Tim Littau Floris Geerts
Lihat Sumber

Abstrak

Quantum computing has emerged as a promising tool for transforming the landscape 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.

Topik & Kata Kunci

Penulis (5)

R

Rihan Hai

S

Shih-Han Hung

T

Tim Coopmans

T

Tim Littau

F

Floris Geerts

Format Sitasi

Hai, R., Hung, S., Coopmans, T., Littau, T., Geerts, F. (2024). Quantum Data Management in the NISQ Era: Extended Version. https://arxiv.org/abs/2409.14111

Akses Cepat

Lihat di Sumber
Informasi Jurnal
Tahun Terbit
2024
Bahasa
en
Sumber Database
arXiv
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Open Access ✓