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A distributed system test intermittently fails due to unpredictable message ordering. What is the most effective way to stabilize the test?

medium📝 Analysis Q7 of 15
Microservices - Testing Microservices
A distributed system test intermittently fails due to unpredictable message ordering. What is the most effective way to stabilize the test?
ADisable retries in the communication layer
BIncrease the timeout duration for all service calls
CRun tests on a faster network to reduce delays
DIntroduce deterministic message sequencing or mocks to control order
Step-by-Step Solution
Solution:
  1. Step 1: Identify cause of intermittent failure

    Unpredictable message ordering causes race conditions and flaky tests.
  2. Step 2: Apply deterministic controls

    Using mocks or enforcing message order stabilizes test outcomes.
  3. Final Answer:

    Introduce deterministic message sequencing or mocks to control order -> Option D
  4. Quick Check:

    Control message order to fix timing-related test failures [OK]
Quick Trick: Control message order to fix timing-related test failures [OK]
Common Mistakes:
  • Assuming longer timeouts fix race conditions
  • Ignoring message ordering issues
  • Relying on network speed improvements

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