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Use Cases

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Quantum-classical optimization at scale
Computer Science

Quantum-classical optimization at scale

Splitting QUBO problems across hybrid quantum–classical backends to solve optimizations beyond any single device.
How to share a quantum computer
Computer Science

How to share a quantum computer

Dynamically allocating classical and quantum resources to cut waste and boost efficiency in quantum-HPC workflows.
Fault tolerance for hybrid scientific workflows
Computer Science

Fault tolerance for hybrid scientific workflows

Recovering from failures in hybrid workflows via provenance-aware reuse of already-available data.
Cross-facility Federated Learning
Deep Learning

Cross-facility Federated Learning

Federated learning across distant HPC facilities that keeps datasets private on their own infrastructure.
Variant calling hybrid pipeline
Bioinformatics

Variant calling hybrid pipeline

Speeding up genomic variant calling by parallelising complex bioinformatics pipelines across cloud and HPC resources.
Cell subpopulation discovery on Cloud-HPC
Bioinformatics

Cell subpopulation discovery on Cloud-HPC

Scaling single-cell RNA-seq clustering across cloud and HPC resources for a 4.7× speedup.
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