Simulation of a Heterogeneous Quantum Network

TL;DR

This paper introduces a simulation framework for heterogeneous quantum networks, modeling different qubit platforms and protocols to evaluate performance trade-offs and identify bottlenecks, aiding design and implementation decisions.

Contribution

It presents a hardware-faithful, open-source simulation framework based on SeQUeNCe for heterogeneous quantum networks, including models for Ytterbium atoms and superconducting qubits.

Findings

Mapped rate-fidelity trade space for heterogeneous systems

Identified dominant bottlenecks in quantum network performance

Provided extensible models for future protocol evaluation

Abstract

Quantum networks are expected to be heterogeneous systems, combining distinct qubit platforms, photon wavelengths, and device timescales to achieve scalable, multiuser connectivity. Building and iterating on such systems is costly and slow, which motivates hardware-faithful simulations that explore architecture design space and justify implementation decisions. This paper presents a framework for simulating heterogeneous quantum networks based on SeQUeNCe, a discrete-event simulator of quantum networks. We introduce faithful device models for two representative platforms - Ytterbium atoms and superconducting qubits - to implement entanglement generation and swapping protocols for time-bin encoded photons. Using extensive simulations that account for disparate clock rates and quantum frequency conversion and transduction losses/noise, we map the rate-fidelity trade space and identify the dominant bottlenecks unique to heterogeneous systems. The models are open source and extensible, enabling reproducible evaluation of future heterogeneous designs and protocols.