Distributed Model Deployment System Design

System DesignOnsiteSoftware EngineerReported Jun, 2026High Frequency

Problem Statement

Design a system that efficiently downloads and distributes a large ML model (e.g., 500GB) from external storage to all GPU workers in a data center cluster. The system must handle bandwidth...