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quant-ph2026
Quantum Integrated High-Performance Computing: Foundations, Architectural Elements and Future Directions
Suman Raj, Siva Sai, Yogesh Simmhan +2
High-performance computing (HPC) has evolved over decades through multiple architectural transitions, from vector supercomputers to massively parallel CPU clusters and GPU-accelera…
quant-ph2025
Quantum Federated Learning: Architectural Elements and Future Directions
Siva Sai, Abhishek Sawaika, Prabhjot Singh +1
Federated learning (FL) focuses on collaborative model training without the need to move the private data silos to a central server. Despite its several benefits, the classical FL…