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In a best case scenario, stress testing should be executed in:
Test environment using live workloads.
Production environment using test data.
Production environment using live workloads.
Test environment using test data.
Stress testing is carried out to ensure a system can cope with production workloads. A test environment should always be used to avoid damaging the production environment. Hence, testing should never take place in a production environment and if only test data is used, there is no certainty that the system was stress tested adequately.
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