Design a Low Latency Inference Platform | Dataford Interview Questions

Scenario

You are building an online prediction service for a product that depends on model outputs in the request path. Traffic is bursty, predictions are frequent, and users notice delays immediately. The platform needs to support multiple models and evolving features without slowing down the product.

Question

How would you architect a system to handle high-frequency model inference requests with minimal latency?

Problem

Scenario

Question

How would you architect a system to handle high-frequency model inference requests with minimal latency?

Problem

Scenario

Question

How would you architect a system to handle high-frequency model inference requests with minimal latency?

Problem

Scenario

Question

How would you architect a system to handle high-frequency model inference requests with minimal latency?