量子服务的协调:多个服务提供商之间负载平衡的力量

IF 1.5 4区 计算机科学 Q3 COMPUTER SCIENCE, SOFTWARE ENGINEERING Science of Computer Programming Pub Date : 2024-05-09 DOI:10.1016/j.scico.2024.103139
Jaime Alvarado-Valiente, Javier Romero-Álvarez, Enrique Moguel, Jose García-Alonso, Juan M. Murillo
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引用次数: 0

摘要

量子计算在解决传统超级计算机需要耗费大量时间才能解决的复杂问题方面发挥着至关重要的作用。这一新兴范式有可能彻底改变密码学、化学和金融等各个领域,使其成为一个高度相关的研发领域。谷歌、亚马逊、IBM 和微软等大公司,以及牛津大学和麻省理工学院等著名研究机构,都在投入大量精力推进这项技术。然而,不同供应商之间缺乏标准化的方法,这给开发人员有效访问和利用量子计算资源带来了挑战。在本研究中,我们提出了一种量子协调器,旨在促进多个量子服务提供商之间量子电路的协调和执行。所提出的解决方案旨在简化开发人员的流程,促进利用不同提供商提供的资源执行量子任务。亚马逊 Braket 和 IBM Quantum 的拟议协调器的实施验证了该提议。它可以支持量子和经典开发人员定义、配置和执行电路,而不受所选提供商的影响。
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Orchestration for quantum services: The power of load balancing across multiple service providers

Quantum computing plays a crucial role in solving complex problems for which classical supercomputers require an impractical amount of time. This emerging paradigm has the potential to revolutionize various fields such as cryptography, chemistry, and finance, making it a highly relevant area of research and development. Major companies such as Google, Amazon, IBM, and Microsoft, along with prestigious research institutions such as Oxford and MIT, are investing significant efforts into advancing this technology. However, the lack of a standardized approach among different providers poses challenges for developers to effectively access and utilize quantum computing resources. In this study, we propose a quantum orchestrator that is designed to facilitate the orchestration and execution of quantum circuits across multiple quantum service providers. The proposed solution aims to simplify the process for developers and facilitate the execution of quantum tasks using resources offered by different providers. The proposal is validated with the implementation of the proposed orchestrator for Amazon Braket and IBM Quantum. It can support both quantum and classical developers in defining, configuring, and executing circuits independently of the selected provider.

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来源期刊
Science of Computer Programming
Science of Computer Programming 工程技术-计算机:软件工程
CiteScore
3.80
自引率
0.00%
发文量
76
审稿时长
67 days
期刊介绍: Science of Computer Programming is dedicated to the distribution of research results in the areas of software systems development, use and maintenance, including the software aspects of hardware design. The journal has a wide scope ranging from the many facets of methodological foundations to the details of technical issues andthe aspects of industrial practice. The subjects of interest to SCP cover the entire spectrum of methods for the entire life cycle of software systems, including • Requirements, specification, design, validation, verification, coding, testing, maintenance, metrics and renovation of software; • Design, implementation and evaluation of programming languages; • Programming environments, development tools, visualisation and animation; • Management of the development process; • Human factors in software, software for social interaction, software for social computing; • Cyber physical systems, and software for the interaction between the physical and the machine; • Software aspects of infrastructure services, system administration, and network management.
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