Quantum Data Center: Perspectives
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Abstract (arXiv)
A quantum version of data centers might be significant in the quantum era. In this paper, we introduce Quantum Data Center (QDC), a quantum version of existing classical data centers, with a specific emphasis on combining Quantum Random Access Memory (QRAM) and quantum networks. We argue that QDC will provide significant benefits to customers in terms of efficiency, security, and precision, and will be helpful for quantum computing, communication, and sensing. We investigate potential scientific and business opportunities along this novel research direction through hardware realization and possible specific applications. We show the possible impacts of QDCs in business and science, especially the machine learning and big data industries.
Key facts. Cited by 5 papers in the map (data through 7 Oct 2026). Builds on 8 of its 76 references that are in the map. First posted on arXiv 12 Sep 2023.
Builds on
8 of 76 references.
References · 8
- 2021Quantum advantage in learning from experimentscited by 186
- 2018q-means: A quantum algorithm for unsupervised machine learningcited by 55
- 2019Machine learning for long-distance quantum communicationcited by 10
- 2021A quantum algorithm for training wide and deep classical neural networkscited by 6
- 2021Quantum Machine Learning for Radio Astronomycited by 6
- 2022Data centers with quantum random access memory and quantum networkscited by 4
- 2018Quantum Internet: from Communication to Distributed Computing!cited by 3
- 2013Data Structures in Classical and Quantum Computingcited by 1
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Citing papers per year: 2024: 2; 2025: 1; 2026: 2.
5 papers.
- 2024Quantum delegated and federated learning via quantum homomorphic encryptioncited by 7
- 2025Experimentally validated quantum-secure federated learning over a multi-user quantum networkcited by 5
- 2024Towards efficient and secure quantum-classical communication networkscited by 0
- 2026Tackling Heterogeneity in Quantum Federated Learning: An Integrated Sporadic-Personalized Approachcited by 0
- 2026Four Generations of Quantum Biomedical Sensorscited by 0
- 2026Four Generations of Quantum Biomedical Sensors31 Mar 2026
- 2026Tackling Heterogeneity in Quantum Federated Learning: An Integrated Sporadic-Personalized Approach11 Jan 2026
- 2025Experimentally validated quantum-secure federated learning over a multi-user quantum network22 Jan 2025
- 2024Towards efficient and secure quantum-classical communication networks1 Nov 2024
- 2024Quantum delegated and federated learning via quantum homomorphic encryption28 Sep 2024