Article

Hybrid Classical--Quantum Learning for Space Based Data Centers: A CUDA-Q Study of Variational and Photonic Backends

2026-05-22

Abstract excerpt

<title>Abstract</title> <p> We study hybrid classical–quantum routing for a <italic>10-node optical space-based data center</italic> (SBDC) with 30-second routing-table refresh, asking whether quantum-enhanced subroutines improve representation learning under realistic latency constraints. Our model uses a message-passing neural backbone and compares five backends within a common CUDA-Q workflow: a classical b...

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Literature Corpus work: 205df391-91f7-5fd6-b48a-480580de36d2
DOI: 10.21203/rs.3.rs-9487599/v1

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