Qonductor: A Cloud Orchestrator for Quantum Computing
August 08, 2024 Β· Declared Dead Β· π International Conference on Software Composition
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Authors
Emmanouil Giortamis, Francisco RomΓ£o, Nathaniel Tornow, Dmitry Lugovoy, Pramod Bhatotia
arXiv ID
2408.04312
Category
quant-ph: Quantum Computing
Cross-listed
cs.DC
Citations
10
Venue
International Conference on Software Composition
Last Checked
5 months ago
Abstract
We describe Qonductor, a cloud orchestrator for hybrid quantum-classical applications that run on heterogeneous hybrid resources. Qonductor abstracts away the complexity of hybrid programming and resource management by exposing the Qonductor API, a high-level and hardware-agnostic API. The resource estimator strategically balances quantum and classical resources to mitigate resource contention and the effects of hardware noise. The hybrid scheduler automates job scheduling on hybrid resources and balances the tradeoff between users' objectives of QoS and the cloud operator's objective of resource efficiency. We implement an open-source prototype and evaluate Qonductor using more than 7000 real quantum runs on the IBM quantum cloud to simulate real cloud workloads. Qonductor achieves up to 54% lower job completion times (JCTs) while sacrificing 3% execution quality, balances the load across QPU, which increases quantum resource utilization by up to 66%, and scales with growing system sizes and loads.
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