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Parallelized Compilation Pipeline Optimized for Chiplet-Based Quantum Computers

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A new technical paper titled “Modular Compilation for Quantum Chiplet Architectures” was published by researchers at Northwestern University.

Abstract
“As quantum computing technology continues to mature, industry is adopting modular quantum architectures to keep quantum scaling on the projected path and meet performance targets. However, the complexity of chiplet-based quantum devices, coupled with their growing size, presents an imminent scalability challenge for quantum compilation. Contemporary compilation methods are not well-suited to chiplet architectures. In particular, existing qubit allocation methods are often unable to contend with inter-chiplet links, which don’t necessary support a universal basis gate set. Furthermore, existing methods of logical-to-physical qubit placement, swap insertion (routing), unitary synthesis, and/or optimization are typically not designed for qubit links of wildly varying levels of duration or fidelity. In this work, we propose SEQC, a complete and parallelized compilation pipeline optimized for chiplet-based quantum computers, including several novel methods for qubit placement, qubit routing, and circuit optimization. SEQC attains up to a 36% increase in circuit fidelity, accompanied by execution time improvements of up to 1.92x. Additionally, owning to its ability to parallelize compilation, SEQC achieves consistent solve time improvements of 2-4x over a chiplet-aware Qiskit baseline.”

Find the technical paper here. January 2025.

Jeng, Mingyoung Jessica, Nikola Vuk Maruszewski, Connor Selna, Michael Gavrincea, Kaitlin N. Smith, and Nikos Hardavellas. “Modular Compilation for Quantum Chiplet Architectures.” arXiv preprint arXiv:2501.08478 (2025).



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