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Performance and local-only delivery

Practice: Performance and local-only delivery

exerciseSelf-paced

Your assignment

Record cold and warm latency, repeated-run behavior and failure states on a supported device. Include an unsupported-device demonstration.

Work through it

  1. Start from the scenario below and write the expected behavior before changing code. If this is a design exercise, produce a diagram or decision table; for an implementation exercise, create a small reproducible project or test fixture.
  2. Address each of these decisions explicitly: Cold and warm runs, Memory and thermal behavior, Fallback contract. Record the assumptions that influence your choices.
  3. Reproduce the ordinary case and the failure described in the scenario. Use controlled inputs or fake dependencies where a live service would make the result unpredictable.
  4. Compare the observed result with your expected behavior. Fix the underlying decision or implementation when they differ; do not change the expected outcome merely to hide a failure.
  5. Save the evidence and explain what remains unverified. A simulated service failure demonstrates application handling, but does not establish real-device or provider compatibility.

Scenario to test

Ten consecutive rewrites perform worse than the first. The feature disables parallel requests and keeps the editor responsive.

Completion criteria

Your performance report states the tested hardware and the limits of its conclusions.

Submit the diagram or relevant code, the inputs used, the observed result and a short explanation of the tradeoff. Include at least one ordinary case and one boundary or failure case.

Review your work

  • Could another learner reproduce the result from your notes?
  • Does the evidence prove the completion criterion, or only that a tool ran?
  • Which assumption would change your design if it proved false?

Continue only when you can explain the result independently. The final project will combine these decisions.

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Practice: Performance and local-only delivery | Gemini Nano + ML Kit GenAI | Android Engineers