Exploration of Evolving Quantum Key Distribution Network Architecture Using Model-Based Systems Engineering
- URL: http://arxiv.org/abs/2508.15733v1
- Date: Thu, 21 Aug 2025 17:21:03 GMT
- Title: Exploration of Evolving Quantum Key Distribution Network Architecture Using Model-Based Systems Engineering
- Authors: Hayato Ishida, Amal Elsokary, Maria Aslam, Catherine White, Michael J. de C. Henshaw, Siyuan Ji,
- Abstract summary: A systems engineering approach is considered to address the growing need for quantum-secure telecommunications.<n>This work explores a range of existing and future quantum communication networks to model and demonstrate the evolution of quantum key distribution network architectures.
- Score: 0.0
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: Realisation of significant advances in capabilities of sensors, computing, timing, and communication enabled by quantum technologies is dependent on engineering highly complex systems that integrate quantum devices into existing classical infrastructure. A systems engineering approach is considered to address the growing need for quantum-secure telecommunications that overcome the threat to encryption caused by maturing quantum computation. This work explores a range of existing and future quantum communication networks, specifically quantum key distribution network proposals, to model and demonstrate the evolution of quantum key distribution network architectures. Leveraging Orthogonal Variability Modelling and Systems Modelling Language as candidate modelling languages, the study creates traceable artefacts to promote modular architectures that are reusable for future studies. We propose a variability-driven framework for managing fast-evolving network architectures with respect to increasing stakeholder expectations. The result contributes to the systematic development of viable quantum key distribution networks and supports the investigation of similar integration challenges relevant to the broader context of quantum systems engineering.
Related papers
- Advanced Quantum Communication and Quantum Networks -- From basic research to future applications [60.24341949660563]
This review provides an overview of the specific properties of quantum information networks.<n>We aim to provide a starting point based on fundamental concepts of quantum information processing for further research on a future quantum internet.
arXiv Detail & Related papers (2026-02-05T15:38:58Z) - InterQnet: A Heterogeneous Full-Stack Approach to Co-designing Scalable Quantum Networks [6.4884341485131545]
InterQnet-Achieve focuses on practical realizations of heterogeneous quantum networks.<n>InterQnet-Scale focuses on a systems study of architectural choices for scalable quantum networks.
arXiv Detail & Related papers (2025-09-23T19:22:45Z) - Quantum-Accelerated Wireless Communications: Concepts, Connections, and Implications [59.0413662882849]
Quantum computing is poised to redefine the algorithmic foundations of communication systems.<n>This article outlines the fundamentals of quantum computing in a style familiar to the communications society.<n>We highlight a mathematical harmony between quantum and wireless systems, which makes the topic more enticing to wireless researchers.
arXiv Detail & Related papers (2025-06-25T22:25:47Z) - A Survey of Quantum Generative Adversarial Networks: Architectures, Use Cases, and Real-World Implementations [0.0]
Quantum Generative Adversarial Networks (QGANs) have emerged as a promising direction in quantum machine learning.<n>This survey provides a comprehensive overview of QGAN models, highlighting key advances from theoretical proposals to experimental realizations.
arXiv Detail & Related papers (2025-06-22T11:45:27Z) - Modeling Quantum Links for the Exploration of Distributed Quantum Computing Systems [3.0135120410768796]
We review protocols and models for estimating latency, losses, and fidelity in quantum communication primitives relying on quantum state distribution via microwave photons.<n>We also propose a scalable simulation framework to support the design and evaluation of future distributed quantum computing systems.
arXiv Detail & Related papers (2025-05-13T13:53:44Z) - A Survey of Quantum Transformers: Architectures, Challenges and Outlooks [82.4736481748099]
Quantum Transformers integrate the representational power of classical Transformers with the computational advantages of quantum computing.<n>Since 2022, research in this area has rapidly expanded, giving rise to diverse technical paradigms and early applications.<n>This paper presents the first comprehensive, systematic, and in-depth survey of quantum Transformer models.
arXiv Detail & Related papers (2025-04-04T05:40:18Z) - Quantum Data Center Infrastructures: A Scalable Architectural Design Perspective [0.6192426532704245]
This paper presents the design of scalable quantum networks that utilize optical switches to interconnect multiple quantum processors.<n>We aim to address the limitations of current quantum processors and explore the potential of quantum data centers.
arXiv Detail & Related papers (2025-01-09T22:12:33Z) - Architectural Patterns for Designing Quantum Artificial Intelligence Systems [25.42535682546052]
Utilising quantum computing technology to enhance artificial intelligence systems is expected to improve training and inference times, increase robustness against noise and adversarial attacks, and reduce the number of parameters without compromising accuracy.<n>However, moving beyond proof-of-concept or simulations to develop practical applications of these systems faces significant challenges due to the limitations of quantum hardware and the underdeveloped knowledge base in software engineering for such systems.<n>We have conducted a systematic mapping study to identify the challenges and solutions associated with the software architecture of quantum-enhanced artificial intelligence systems.
arXiv Detail & Related papers (2024-11-14T05:09:07Z) - Towards Quantum-Native Communication Systems: State-of-the-Art, Trends, and Challenges [27.282184604334603]
The survey examines technologies such as quantumdomain (QD) multi-input multi-output, QD non-orthogonal multiple access, quantum secure direct communication, QD resource allocation, QD routing, and QD artificial intelligence.<n>The current status of quantum sensing, quantum radar, and quantum timing is briefly reviewed in support of future applications.
arXiv Detail & Related papers (2023-11-09T09:45:52Z) - Practical limitations on robustness and scalability of quantum Internet [0.7499722271664144]
We study the limitations on the scaling and robustness of quantum Internet.
We present practical bottlenecks for secure communication, delegated computing, and resource distribution among end nodes.
For some examples of quantum networks, we present algorithms to perform different quantum network tasks of interest.
arXiv Detail & Related papers (2023-08-24T12:32:48Z) - Entanglement-Assisted Quantum Networks: Mechanics, Enabling
Technologies, Challenges, and Research Directions [66.27337498864556]
This paper presents a comprehensive survey of entanglement-assisted quantum networks.
It provides a detailed overview of the network structure, working principles, and development stages.
It also emphasizes open research directions, including architecture design, entanglement-based network issues, and standardization.
arXiv Detail & Related papers (2023-07-24T02:48:22Z) - DQC$^2$O: Distributed Quantum Computing for Collaborative Optimization
in Future Networks [54.03701670739067]
We propose an adaptive distributed quantum computing approach to manage quantum computers and quantum channels for solving optimization tasks in future networks.
Based on the proposed approach, we discuss the potential applications for collaborative optimization in future networks, such as smart grid management, IoT cooperation, and UAV trajectory planning.
arXiv Detail & Related papers (2022-09-16T02:44:52Z) - Physics-Informed Quantum Communication Networks: A Vision Towards the
Quantum Internet [79.8886946157912]
We present a novel analysis of the performance of quantum communication networks (QCNs) in a physics-informed manner.
The need of the physics-informed approach is then assessed and its fundamental role in designing practical QCNs is analyzed.
We identify novel physics-informed performance metrics and controls that enable QCNs to leverage the state-of-the-art advancements in quantum technologies.
arXiv Detail & Related papers (2022-04-20T05:32:16Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.