Distributed

Lesson 08.9

AI workload overload

AI workload overload happens when variable prompt, generation, and memory demands exceed scarce accelerator capacity, requiring token-aware admission, batching, fairness, and cancellation.

One long recipe blocks short questions

Ava asks for a whole cookie book. Ben asks one short cookie question. The short answer should not wait behind every generated page.

In this lesson you'll

  1. 1Follow one run and learn how to read the picture
  2. 2Predict what changes before revealing the result
  3. 3Compare the controls and keep the computer inside its safe line during the rush