量子计算正在成为现实:架构、PL和操作系统在缩小量子算法和机器之间的差距中的作用

F. Chong
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引用次数: 5

摘要

量子计算正处于一个拐点,50量子位(量子比特)的机器已经建成,100量子位的机器即将问世,甚至1000量子位的机器可能只需要几年的时间。这些机器有可能从根本上改变我们对可计算的概念,并在量子化学、优化和量子模拟等领域展示实际应用。然而,在实用的量子算法和真正的机器之间仍然存在巨大的资源差距。目前迫切缺乏必要的计算机科学家来研究软件和架构,以缩小这一差距。我将概述在缩小这一差距方面的几个重大研究挑战,包括编程语言设计、软件和硬件验证、定义和穿孔抽象边界、跨层优化、管理并行性和通信、映射和调度计算、降低控制复杂性、特定于机器的优化、学习错误模式等等。我还将描述可用于开始量子计算研究和应对这些挑战的资源和基础设施。
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 is Getting Real: Architecture, PL, and OS Roles in Closing the Gap between Quantum Algorithms and Machines
Quantum computing is at an inflection point, where 50-qubit (quantum bit) machines have been built, 100-qubit machines are just around the corner, and even 1000-qubit machines are perhaps only a few years away. These machines have the potential to fundamentally change our concept of what is computable and demonstrate practical applications in areas such as quantum chemistry, optimization, and quantum simulation. Yet a significant resource gap remains between practical quantum algorithms and real machines. There is an urgent shortage of the necessary computer scientists to work on software and architectures to close this gap. I will outline several grand research challenges in closing this gap, including programming language design, software and hardware verification, defining and perforating abstraction boundaries, cross-layer optimization, managing parallelism and communication, mapping and scheduling computations, reducing control complexity, machine-specific optimizations, learning error patterns, and many more. I will also describe the resources and infrastructure available for starting research in quantum computing and for tackling these challenges.
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