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Author

Muazzam Khan

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Open access Oct 2026

An Intelligent Machine Learning Framework for Early Detection of CI/CD Pipeline Failures

Continuous integration and continuous delivery (CI/CD) pipelines automate software build, testing, and deployment workflows, but failures can delay releases and consume engineering resources. This study investigates early failure detection using an adaptive ensemble of XGBoost, bidirectional long short-term memory (Bi-...

Sana Fatima, Muazzam Khan, Shayan Faiz · 0 citations

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