Video by H2O.ai via YouTube
Where AI runs decides who controls the data. Here is the full spectrum, from fully isolated to fully managed.
Terms covered:
– On-Premises: software and infrastructure inside your own data centers. No data leaves the building.
– Air-Gapped: completely isolated from all external networks, including the internet. Used in defense, intelligence and critical national infrastructure.
– Cloud and SaaS: computing delivered over the internet, scalable and flexible, with data on third-party servers
– VPC (Virtual Private Cloud): a private, dedicated section inside a public cloud
– Sovereign AI: infrastructure owned, operated and controlled within a specific country or jurisdiction, so data, models and compute never cross into foreign infrastructure
– Kubernetes: the open-source platform that automates deployment and scaling of AI workloads wherever they run
The right model depends on who you are, what data you handle and what your obligations are.
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AI Fundamentals Glossary | H2O.ai University
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