An Efficient Method for Uncertainty Propagation in Robust Software Performance Estimation.

Aldeida Aleti,Catia Trubiani,André van Hoorn,Pooyan Jamshidi

Journal of Systems and Software（2018）

引用 25|浏览9

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摘要

•We introduce a new approach for robust performance estimation.•The approach uses Polynomial Chaos Expansion.•It estimates how a software system is impacted by uncertain input parameter values.•The approach is evaluated via three case studies.•Results show that the approach is accurate and efficient.

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关键词

Polynomial chaos expansion,Software performance engineering,Uncertainty propagation

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