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oam/knowledge base/cloud computing/aws/sagemaker.md
Michele Cereda 264353654a feat: cost-saving measures
2026-01-13 17:58:40 +01:00

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Sagemaker

  1. TL;DR
  2. Cost-saving measures
  3. Further readings
    1. Sources

TL;DR

  • Endpoint Configurations depend on a Model.
    They are deleted if the Model they depend on changes.
  • Serverless Endpoints' backend use a snapshot of the Endpoint Configuration at the time each host is created.
    To make a serverless Endpoint use a new Configuration or Model, its hosts need to be replaced.

Cost-saving measures

  • Use a single endpoint for multiple models where it makes sense.
  • Delete endpoints when they are not used anymore.

Further readings

Sources