AI RESEARCH
Risk-Aware Batch Testing for Performance Regression Detection
arXiv CS.LG
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ArXi:2604.00222v1 Announce Type: cross Performance regression testing is essential in large-scale continuous-integration (CI) systems, yet executing full performance suites for every commit is prohibitively expensive. Prior work on performance regression prediction and batch testing has shown independent benefits, but each faces practical limitations: predictive models are rarely integrated into CI decision-making, and conventional batching strategies ignore commit-level heterogeneity.