Design a 200-Terabyte Media Migration and Training Input Pipeline
Company: Apple
Role: Software Engineer
Category: ML System Design
Difficulty: hard
Interview Round: Technical Screen
Overview: Design a one-time transfer of 200 TB of images and videos from an on-premises environment to a cloud GPU training cluster. Connect data and model choices to serving architecture, latency and throughput, evaluation, monitoring, failure modes, and iteration.
Read the full Apple Software Engineer interview experience this question came from