Stress Testing an AI Based Web Service: A Case Study

@article{Chakravarty2010StressTA,
  title={Stress Testing an AI Based Web Service: A Case Study},
  author={Anand Chakravarty},
  journal={2010 Seventh International Conference on Information Technology: New Generations},
  year={2010},
  pages={1004-1008}
}
The stress testing of AI-based systems differs from the approach taken for more traditional Web services, both in terms of the design of test cases and the metrics used to measure quality. The expected variability in responses of an AI-based system to the same request adds a level of complexity to stress testing, when compared to more standard systems where the system response is deterministic and any deviations may easily be characterized as product defects. Generating test cases for AI-based… CONTINUE READING
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