Using black-box performance models to detect performance regressions under varying workloads: an empirical study
Lizhi Liao, Jinfu Chen, Heng Li, Yi Zeng, Weiyi Shang, Jianmei Guo, Catalin Sporea, Andrei Toma, Sarah Sajedi
Topics & Concepts
Computer scienceLeverage (statistics)Regression testingBlack boxPerformance predictionSoftwareSoftware performance testingMachine learningEmpirical researchWhite-box testingField (mathematics)Artificial intelligenceData miningSoftware systemOperating systemSimulationSoftware constructionStatisticsPure mathematicsMathematicsSoftware System Performance and ReliabilitySoftware Engineering ResearchSoftware Reliability and Analysis Research