TRIM: crossTalk-awaRe qubIt Mapping for multiprogrammed quantum systems

Soheil Khadirsharbiyani, Movahhed Sadeghi, Mostafa Eghbali Zarch, Jagadish B. Kotra, M. Kandemir
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引用次数: 1

Abstract

The challenge of mapping logical qubits to physical qubits in quantum systems has been addressed in prior proposals that optimize the Probability of Successful Trial (PST) by considering the coherence and gate error rates. However, these proposals do not account for crosstalk errors, which occur when active qubits interact during execution. The reason for this is that crosstalk only appears after the initial mapping, while previous strategies allocate qubits based on program and quantum system characteristics using one-step mapping methods. Scheduling-based solutions have been created to address this problem by inserting barriers between gates to reduce crosstalk, but at the expense of increased execution time and coherence error rates, ultimately decreasing overall accuracy. This paper presents and evaluates TRIM, a novel strategy that characterizes crosstalk and eliminates it in an iterative fashion using a multi-step greedy search method, which can be applied to any qubit mapping to reduce crosstalk while keeping execution time and coherence errors in check. Evaluations of TRIM using multiple workloads show PST improvements of 7.3% for single-programmed execution and 7.7% for multiprogramming scenarios, while reducing or keeping the number of gates, compared to a state-of-the-art mapping scheme. Additionally, TRIM achieves 5.4% and 3.3% PST improvements for single-programmed and multiprogrammed executions, respectively, compared to a state-of-the-art scheduling strategy.
TRIM:多程序量子系统的串扰感知量子比特映射
在量子系统中,将逻辑量子位映射到物理量子位的挑战已经在先前的建议中得到解决,这些建议通过考虑相干和门错误率来优化成功试验的概率(PST)。然而,这些建议并没有考虑到在执行过程中活动量子位相互作用时发生的串扰错误。这是因为串扰只在初始映射之后才会出现,而以前的策略采用一步映射方法,根据程序和量子系统的特征分配量子位。已经创建了基于调度的解决方案来解决这个问题,通过在门之间插入屏障来减少串扰,但代价是增加了执行时间和一致性错误率,最终降低了总体精度。本文提出并评估了TRIM,这是一种新的策略,它可以描述串扰并使用多步贪婪搜索方法以迭代的方式消除串扰,该策略可以应用于任何量子位映射,以减少串扰,同时保持执行时间和相干误差。对使用多个工作负载的TRIM的评估显示,与最先进的映射方案相比,单程序执行的PST提高了7.3%,多程序执行的PST提高了7.7%,同时减少或保留了门的数量。此外,与最先进的调度策略相比,TRIM在单程序和多程序执行中分别实现了5.4%和3.3%的PST改进。
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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