Serving Predictions: Endpoints and Batch

The first fork every deployment question takes — real-time or batch — then endpoint anatomy, multi-model and multi-container serving, auto scaling, and instance selection.

Content current as of 2026-10.

Lessons

  1. Real-time or batch: the first fork
  2. Endpoint anatomy: variants, instances, containers
  3. Multi-model and multi-container endpoints
  4. Auto scaling and instance choices

Sources