量子计算平台:评估对质量属性和SDLC活动的影响

B. Sodhi, Ritu Kapur
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引用次数: 11

摘要

实用的量子计算正在迅速成为现实。为了利用量子计算机在软件应用中的真正潜力,人们需要从软件工程(SE)的角度深入了解量子计算平台(qcp)的所有这些特征。对复制、删除、量子比特状态的传输、对量子算法的硬依赖的限制,是对构建量子软件具有重要意义的QCP特征的许多例子中的少数几个。因此,开发量子软件需要软件工程师的思维模式转变。本文从SE的角度提出了主要发现,这是对当今最先进的qcp进行深入研究的结果。我们提出的主要贡献包括i)提出qcp的一般架构,ii)提出开发量子软件的编程模型,iii)确定qcp的架构重要特征,以及iv)确定这些特征对各种质量属性(qa)和软件开发生命周期(SDLC)活动的影响。我们表明,qcp的性质使它们主要用于科学计算等专业应用领域。除了性能和可伸缩性之外,大多数其他qa(例如,可维护性、可测试性和可靠性)都受到QCP的不同特征的不利影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Quantum Computing Platforms: Assessing the Impact on Quality Attributes and SDLC Activities
Practical quantum computing is rapidly becoming a reality. To harness quantum computers’ real potential in software applications, one needs to have an in-depth understanding of all such characteristics of quantum computing platforms (QCPs), relevant from the Software Engineering (SE) perspective. Restrictions on copying, deletion, the transmission of qubit states, a hard dependency on quantum algorithms are few, out of many, examples of QCP characteristics that have significant implications for building quantum software.Thus, developing quantum software requires a paradigm shift in thinking by software engineers. This paper presents the key findings from the SE perspective, resulting from an in-depth examination of state-of-the-art QCPs available today. The main contributions that we present include i) Proposing a general architecture of the QCPs, ii) Proposing a programming model for developing quantum software, iii) Determining architecturally significant characteristics of QCPs, and iv) Determining the impact of these characteristics on various Quality Attributes (QAs) and Software Development Life Cycle (SDLC) activities.We show that the nature of QCPs makes them useful mainly in specialized application areas such as scientific computing. Except for performance and scalability, most of the other QAs (e.g., maintainability, testability, and reliability) are adversely affected by different characteristics of a QCP.
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