Quantum Data Center: Perspectives

Abstract

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.

arXiv comment9 pages, many figures. This is a perspective papers introducing the ideas and impacts of quantum data centers in arXiv:2207.14336

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Cited by in corpus (7)

• Quantum-centric Supercomputing for Materials Science: A Perspective on Challenges and Future Directions
• Quantum delegated and federated learning via quantum homomorphic encryption
• A quantum random access memory (QRAM) using a polynomial encoding of binary strings
• Towards efficient and secure quantum-classical communication networks
• Fat-Tree QRAM: A High-Bandwidth Shared Quantum Random Access Memory for Parallel Queries
• Experimentally validated quantum-secure federated learning over a multi-user quantum network
• Ensuring superior learning outcomes and data security for authorized learner