Framework for understanding quantum computing use cases from a
multidisciplinary perspective and future research directions
- URL: http://arxiv.org/abs/2212.13909v2
- Date: Thu, 5 Jan 2023 11:35:05 GMT
- Title: Framework for understanding quantum computing use cases from a
multidisciplinary perspective and future research directions
- Authors: Dandison Ukpabi, Heikki Karjaluoto, Astrid B\"otticher, Anastasija
Nikiforova, Drago\c{s} Petrescu, Paulina Schindler, Visvaldis Valtenbergs,
Lennard Lehmann, Abuzer Yakaryilmaz
- Abstract summary: There has been increasing awareness of the tremendous opportunities inherent in quantum computing (QC)
QC will significantly impact the Internet of Things, cryptography, finance, and marketing.
However, critical concerns regarding legal, political, and business-related policies germane to QC adoption exist.
- Score: 0.0
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: Recently, there has been increasing awareness of the tremendous opportunities
inherent in quantum computing (QC). Specifically, the speed and efficiency of
QC will significantly impact the Internet of Things, cryptography, finance, and
marketing. Accordingly, there has been increased QC research funding from
national and regional governments and private firms. However, critical concerns
regarding legal, political, and business-related policies germane to QC
adoption exist. Since this is an emerging and highly technical domain, most of
the existing studies focus heavily on the technical aspects of QC, but our
study highlights its practical and social uses cases, which are needed for the
increased interest of governments. Thus, this study offers a multidisciplinary
review of QC, drawing on the expertise of scholars from a wide range of
disciplines whose insights coalesce into a framework that simplifies the
understanding of QC, identifies possible areas of market disruption and offer
empirically based recommendations that are critical for forecasting, planning,
and strategically positioning QCs for accelerated diffusion.
Related papers
- Envisioning Diversity and Inclusion for Quantum Software Engineering [7.827152992676682]
This vision paper explores the role of ethics and specifically diversity and inclusion (D&I) considerations in quantum software engineering.
We discuss our vision for integrating D&I into QSE, for a more transparent, fair, and accountable future for quantum technologies.
arXiv Detail & Related papers (2024-10-31T14:26:26Z) - Quantum Architecture Search: A Survey [0.0]
The application of quantum computing to solve real-world problems is still hampered by hardware limitations and a relatively under-explored landscape of quantum algorithms.
Research on the automated generation of quantum circuits (PQCs) has gained considerable interest.
arXiv Detail & Related papers (2024-06-10T12:17:46Z) - QCSHQD: Quantum computing as a service for Hybrid classical-quantum software development: A Vision [4.6103649840975365]
This study presents a blueprint for QCSHQD, designed to democratize access to QC resources for classical developers.
The vision of QCSHQD paves the way for groundbreaking innovations by addressing key challenges of hybridization between classical and quantum computers.
arXiv Detail & Related papers (2024-03-13T16:16:43Z) - The Evolution of Quantum Secure Direct Communication: On the Road to the
Qinternet [49.8449750761258]
Quantum secure direct communication (QSDC) is provably secure and overcomes the threat of quantum computing.
We will detail the associated point-to-point communication protocols and show how information is protected and transmitted.
arXiv Detail & Related papers (2023-11-23T12:40:47Z) - Systematic Review Protocol: Requirements Engineering in Quantum
Computing [0.0]
This protocol employs a structured approach to search and analyze relevant literature systematically.
It will offer valuable insights for academic researchers, industry professionals, software engineers, industry analysts, and educators.
arXiv Detail & Related papers (2023-11-21T21:17:45Z) - Towards Quantum-Native Communication Systems: New Developments, Trends,
and Challenges [63.67245855948243]
The survey examines technologies such as quantum-domain (QD) multi-input multi-output (MIMO), QD non-orthogonal multiple access (NOMA), quantum secure direct communication (QSDC)
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) - Quantum Computing and Visualization: A Disruptive Technological Change
Ahead [0.753179862869346]
The focus of this article is to explore ideas related to how visualization helps in understanding Quantum Computing (QC)
QC is emerging as a promising pathway to overcome the growth limits in classical computing.
visualization has played a role in QC by providing the means to show representations of the quantum state of single-qubits in superposition states and multiple-qubits in entangled states.
arXiv Detail & Related papers (2023-10-07T22:57:04Z) - Towards Quantum Federated Learning [80.1976558772771]
Quantum Federated Learning aims to enhance privacy, security, and efficiency in the learning process.
We aim to provide a comprehensive understanding of the principles, techniques, and emerging applications of QFL.
As the field of QFL continues to progress, we can anticipate further breakthroughs and applications across various industries.
arXiv Detail & Related papers (2023-06-16T15:40:21Z) - Matching Game for Optimized Association in Quantum Communication
Networks [65.16483325184237]
This paper proposes a swap-stable request-QS association algorithm for quantum switches.
It achieves a near-optimal (within 5%) performance in terms of the percentage of served requests.
It is shown to be scalable and maintain its near-optimal performance even when the size of the QCN increases.
arXiv Detail & Related papers (2023-05-22T03:39:18Z) - Potential and limitations of quantum extreme learning machines [55.41644538483948]
We present a framework to model QRCs and QELMs, showing that they can be concisely described via single effective measurements.
Our analysis paves the way to a more thorough understanding of the capabilities and limitations of both QELMs and QRCs.
arXiv Detail & Related papers (2022-10-03T09:32:28Z) - 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.