AI Infra Interviews logo

A GPU pod fails differently from every other pod you have run

A GPU is not an ordinary schedulable resource: it cannot be oversubscribed by default, the container needs a driver stack that must match the host, images are enormous so cold starts are minutes, and the device can fail while the process stays alive.

14 MIN · PREMIUM

Unlock the full curriculum — ₹2,000 / $25every concept + every answer · 6 months · no auto-renew