Routing-Aware Placement for Zoned Neutral Atom-based Quantum Computing

TL;DR

This paper introduces a routing-aware placement method for zoned neutral atom quantum computers, optimizing atom rearrangements to reduce overhead and improve quantum compilation efficiency.

Contribution

It presents the first integrated placement and routing approach that groups compatible movements to minimize rearrangement steps and travel distances.

Findings

Rearrangement time reduced by 17% on average

Best case reduction of 49%

Open-source implementation available

Abstract

Quantum computing promises to solve previously intractable problems, with neutral atoms emerging as a promising technology. Zoned neutral atom architectures allow for immense parallelism and higher coherence times by shielding idling atoms from interference with laser beams. However, in addition to hardware, successful quantum computation requires sophisticated software support, particularly compilers that optimize quantum algorithms for hardware execution. In the compilation flow for zoned neutral atom architectures, the effective interplay of the placement and routing stages decides the overhead caused by rearranging the atoms during the quantum computation. Sub-optimal placements can lead to unnecessary serialization of the rearrangements in the subsequent routing stage. Despite this, all existing compilers treat placement and routing independently thus far - focusing solely on minimizing travel distances. This work introduces the first routing-aware placement method to address this shortcoming. It groups compatible movements into parallel rearrangement steps to minimize both rearrangement steps and travel distances. The implementation utilizing the A* algorithm reduces the rearrangement time by 17% on average and by 49% in the best case compared to the state-of-the-art. The complete code is publicly available in open-source as part of the Munich Quantum Toolkit (MQT) at https://github.com/munich-quantum-toolkit/qmap.