Panel Discussion: Democratizing HPC & AI: Startups Scale Up with Cloud Native
summary
Startups explain concrete wins: a location engine (see app.travel time.me) serves 35 countries and ranks 100,000 locations in under 250 ms after moving to Kubernetes, cutting map refresh from two weeks to a few hours; a biotech simulator runs typical patient heart models on 200 cores for 3–5 hours, using containers or bare‑metal in the cloud to offer on‑demand HPC; a video co‑creation platform uses ML to assist mobile editing at global scale on a team of eight; a pay‑gap product deploys models with Helm, Prometheus and A/B testing.
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