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Accelerated Quantum Supercomputing and Post-Quantum Cryptography

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A GPU-based PQC library implements ML Cam and mlsa (distributed as an object file, not FIPS-tested or fully open source) and targets high-throughput TLS workloads by batching operations on GPUs. Benchmarks report key generation up to 10–20M/sec, encapsulation 8–20M/sec and decapsulation 7.5–18M/sec, with batching yielding roughly 150–320× speedups versus a single CPU core; signature batching hits millions/sec for gen/verify ranges. GPUs introduce noise that reduces some side-channel risks, and PCIe transfer and register pressure are the main engineering limits.

AI-written summary · about

  1. 0:00Welcome
  2. 0:42Accelerated quantum supercomputing
  3. 2:09Quantum computing revolutions
  4. 4:58AI in quantum acceleration
  5. 7:56AI in quantum hardware
  6. 10:27AI-driven quantum optimization
  7. 12:14Post-quantum cryptography urgency
  8. 13:58NIST transition timeline
  9. 15:23GPU for high-throughput crypto
  10. 17:39PQC algorithms on GPUs
  11. 19:09PQC performance on GPUs
  12. 22:20PQC vs CPU performance
  13. 22:44Q&A
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