Index Advisors on Quantum Platforms

M Kesarwani, JR Haritsa - Proceedings of the VLDB Endowment, 2024 - dl.acm.org
Index Advisor tools settle for sub-optimal index configurations based on greedy heuristics,
owing to the computational hardness of index selection. We investigate here how this …

Advancements in Quantum Computing—Viewpoint: Building Adoption and Competency in Industry

SML Pfaendler, K Konson, F Greinert - Datenbank-Spektrum, 2024 - Springer
The narrative around quantum computing is evolving quickly. First reports of quantum
computers able to solve certain scientific problems on-par with the precision of High …

Data Management in the Noisy Intermediate-Scale Quantum Era

R Hai, SH Hung, T Coopmans, F Geerts - arXiv preprint arXiv:2409.14111, 2024 - arxiv.org
Quantum computing has emerged as a promising tool for transforming the landscape of
computing technology. Recent efforts have applied quantum techniques to classical …

[HTML][HTML] Supervised Learning on Relational Databases with Quantum Graph Neural Networks

M Vogrin, S Groppe, J Groppe - VLDB 2024 Workshop: The …, 2024 - ifis.uni-luebeck.de
Graph neural networks have shown great utility in streamlining and contextualizing machine
learning on relational databases, due to their ability to automate integration and capture …

[HTML][HTML] Is Quantum-Based SQL Query Execution Viable?

M Kesarwani, J Haritsa - VLDB 2024 Workshop: The Second …, 2024 - ifis.uni-luebeck.de
Recently, there have been significant scaleups in quantum computing capacity, with 1000+
qubit machines already in deployment, and development roadmaps promising 100,000+ …

QCE'24 Tutorial: Quantum Annealing--Emerging Exploration for Database Optimization

N Nayak, M Schönberger, V Uotila, Z Yan… - arXiv preprint arXiv …, 2024 - arxiv.org
Quantum annealing is a meta-heuristic approach tailored to solve combinatorial optimization
problems with quantum annealers. In this tutorial, we provide a fundamental and …

Hybrid Data Management Architecture for Present Quantum Computing

M Zajac, U Störl - International Conference on Service-Oriented …, 2023 - Springer
Quantum computers promise polynomial or exponential speed-up in solving certain
problems compared to classical computers. However, in practical use, there are currently a …

Check for updates Hybrid Data Management Architecture for Present Quantum Computing

M Zajac, U Störl - … Computing--ICSOC 2023 Workshops: AI-PA …, 2024 - books.google.com
Quantum computers promise polynomial or exponential speed-up in solving certain
problems compared to classical computers. However, in practical use, there are currently a …

[PDF][PDF] Advancements in Quantum Computing—Viewpoint: Building Adoption and Competency in Industry

ML Sieglinde, K Konson, F Greinert - 2024 - d-nb.info
The narrative around quantum computing is evolving quickly. First reports of quantum
computers able to solve certain scientific problems on-par with the precision of High …

[PDF][PDF] International Workshop on Quantum Data Science and Management (QDSM)

V Uotila, S Groppe, L Gruenwald, J Lu, W Mauerer - 2023 - ceur-ws.org
The first international workshop on Quantum Data Science and Management (QDSM), co-
located with VLDB 2023, is centered around addressing the possibilities of quantum …