论文标题

用于分布式量子计算的量子网络中的资源分配

Resource Allocation in Quantum Networks for Distributed Quantum Computing

论文作者

Cicconetti, Claudio, Conti, Marco, Passarella, Andrea

论文摘要

量子计算技术的演变在近年来一直在稳步发展,当前趋势表明,它将在不久的将来以商业目的大规模上市。可以通过合并计算基础架构以并行化算法执行或求解在单个量子计算机上不可行的较大实例来提高加速度的加速度,该实例不可行,该计算机需要基础的量子互联网:量子计算机通过量子计算机互连通过量子链接和repeacers和RepeAter来交换零件量的量子。但是,到目前为止,量子互联网研究仅着重于点对点流,这适用于(例如)量子传感和计量学,但不适合分布式量子计算。在本文中,在量子计算和网络的底漆后,我们从量子网络提供的角度研究了分布式节点上智能计算的要求和目标。然后,我们设计了一种资源分配策略,该策略通过全面的仿真活动进行了评估,该策略的结果突出了关键特征和性能问题,并为朝这个方向进行进一步调查的方式带来了道路。

The evolution of quantum computing technologies has been advancing at a steady pace in the recent years, and the current trend suggests that it will become available at scale for commercial purposes in the near future. The acceleration can be boosted by pooling compute infrastructures to either parallelize algorithm execution or solve bigger instances that are not feasible on a single quantum computer, which requires an underlying Quantum Internet: the interconnection of quantum computers by quantum links and repeaters to exchange entangled quantum bits. However, Quantum Internet research so far has been focused on provisioning point-to-point flows only, which is suitable for (e.g.) quantum sensing and metrology, but not for distributed quantum computing. In this paper, after a primer on quantum computing and networking, we investigate the requirements and objectives of smart computing on distributed nodes from the perspective of quantum network provisioning. We then design a resource allocation strategy that is evaluated through a comprehensive simulation campaign, whose results highlight the key features and performance issues, and lead the way to further investigation in this direction.

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