Tag: AI video inference
AI Infrastructure
NoGPU Pipelines: Why Not Every AI Video Job Needs a GPU Queue
NoGPU pipelines are useful when an AI video request is really a repeatable media operation, not an open-ended generation problem. A vertical…
Emin Budak
·
GPUs & Hardware
P-Video 2: Planning GPU Capacity for AI Video Bursts
AI video GPU capacity cannot be planned from an average render time alone. A video request combines duration, frame rate, resolution, controls,…
Emin Budak
·
AI Infrastructure
AI Video Inference Is Shifting From Generation to Control
AI video inference is moving from one-shot prompt-to-clip generation toward controlled rendering: a workflow where teams specify the opening state, motion, timing,…
Emin Budak
·
