Some users send many requests.
Protect latency and budget for everyone.
Choose two controls.
Set concurrency, request, and token limits per user, API, or model, and design backoff, priority, and alarms when limits are reached.
Detailed explanation
Excess use is bounded.
Excess use is bounded.
Load and user experience are managed.
Load and user experience are managed.
Load and cost can amplify.
Load and cost can amplify.
One user can consume the resource.
One user can consume the resource.
Try it yourself
An example you can run in a temporary verification environment.
AWS公式AIF-C01 Domain 3.3のスロットリング、可用性、費用制御を確認する。Expected result
過剰なAI利用を制限し、制限時も再試行の増幅を防げる。Key points
- Rate limit
- Concurrency
- Backoff
Notes
- Environment: AWS公式AIF-C01試験ガイドとAWS公式ドキュメントの確認
- Command output formatting can vary slightly by distribution or tool version.
- Run the example in a temporary directory or process when possible.
Foundation review
Read the scope first
Check whether the command acts on the current shell, a new process, an existing process, or a file.
Verify the observable result
Use the supplied command and compare the output with the expected result.