A1: How to assure scalability of AI systems?

Owned by Vladimir Makarov
Sept 24, 2022
1 min read

When deploying AI systems, it is important to have scalability built in:

  • Rely on modern technologies that allow a fast and easy scaling (docker, cloud technologies)

  • Use controlled environments, Dockerize

  • Follow best practices as recommended by cloud technology providers

  • Re-factor code appropriately and plan for production loads: use functions, use versioning tools (such as gitlab)