Precompute and Cache Predictions
Blend batch and online to cut latency and cost.
Blend the Best of Both
You can mix batch and online: precompute likely answers ahead of time, then serve them instantly at request time. Best of both worlds. 🧩
Precompute Defined
To precompute is to run predictions before they are asked for, in a batch job, and stash them so the live path just looks them up.
All lessons in this course
- Batch Scoring on a Schedule
- Real-Time Online Inference
- Latency, Throughput, and Cost Trade-offs
- Precompute and Cache Predictions