Prototype Container-Based Platform for Extreme Quantum Computing Algorithm Development

P. Dreher, Madhuvanti Ramasami
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引用次数: 6

Abstract

Recent advances in the development of the first generation of quantum computing devices have provided researchers with computational platforms to explore new ideas and reformulate conventional computational codes suitable for a quantum computer. Developers can now implement these reformulations on both quantum simulators and hardware platforms through a cloud computing software environment. For example, the IBM Q Experience provides the direct access to their quantum simulators and quantum computing hardware platforms. However these current access options may not be an optimal environment for developers needing to download and modify the source codes and libraries. This paper focuses on the construction of a Docker container environment with Qiskit source codes and libraries running on a local cloud computing system that can directly access the IBM Q Experience. This prototype container based system allows single user and small project groups to do rapid prototype development, testing and implementation of extreme capability algorithms with more agility and flexibility than can be provided through the IBM Q Experience website. This prototype environment also provides an excellent teaching environment for labs and project assignments within graduate courses in cloud computing and quantum computing. The paper also discusses computer security challenges for expanding this prototype container system to larger groups of quantum computing researchers.
基于原型容器的极限量子计算算法开发平台
第一代量子计算设备的最新进展为研究人员提供了探索新思想和重新制定适合量子计算机的传统计算代码的计算平台。开发人员现在可以通过云计算软件环境在量子模拟器和硬件平台上实现这些重新表述。例如,IBM Q Experience提供了对其量子模拟器和量子计算硬件平台的直接访问。然而,对于需要下载和修改源代码和库的开发人员来说,这些当前的访问选项可能不是最佳环境。本文主要研究在本地云计算系统上使用Qiskit源代码和库构建Docker容器环境,该环境可以直接访问IBM Q Experience。这个基于原型容器的系统允许单个用户和小型项目小组进行快速原型开发、测试和实现极限功能算法,其敏捷性和灵活性比IBM Q Experience网站提供的要高。该原型环境还为云计算和量子计算研究生课程中的实验室和项目作业提供了良好的教学环境。本文还讨论了将该原型容器系统扩展到更大的量子计算研究人员群体所面临的计算机安全挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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