量子无服务器范式和使用 QFaaS 框架的应用程序开发

Hoa T. Nguyen, Bui Binh An Pham, Muhammad Usman, Rajkumar Buyya
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引用次数: 0

摘要

量子计算有可能解决超越经典计算机能力的复杂问题。然而,由于早期量子软件工程和噪声中量子(NISQ)设备的限制,量子计算的实际应用目前还很有限。为了解决这个问题,本章将介绍无服务器量子计算的概念,并举例说明一个实用的量子功能即服务框架--QFaaS。该框架利用无服务器计算模型,通过抽象量子硬件的复杂性来简化量子应用的开发和部署,并增强不同量子软件开发工具包和量子后端之间的应用可移植性。本章为部署和使用 QFaaS 提供了全面的文档和指南,详细介绍了面向服务的量子应用的设置、组件部署和示例。该框架为克服当前的局限性和推进量子计算的实用软件工程提供了一种前景广阔的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Quantum Serverless Paradigm and Application Development using the QFaaS Framework
Quantum computing has the potential to solve complex problems beyond the capabilities of classical computers. However, its practical use is currently limited due to early-stage quantum software engineering and the constraints of Noisy Intermediate-Scale Quantum (NISQ) devices. To address this issue, this chapter introduces the concept of serverless quantum computing with examples using QFaaS, a practical Quantum Function-as-a-Service framework. This framework utilizes the serverless computing model to simplify quantum application development and deployment by abstracting the complexities of quantum hardware and enhancing application portability across different quantum software development kits and quantum backends. The chapter provides comprehensive documentation and guidelines for deploying and using QFaaS, detailing the setup, component deployment, and examples of service-oriented quantum applications. This framework offers a promising approach to overcoming current limitations and advancing the practical software engineering of quantum computing.
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