Abstract

DevOps is a method used to automate the process between development team and the IT team through which they can develop, test and release their software in a reliable way. Bugs during this stage slows the entire release cycle. To overcome this, Machine Learning and Deep Learning Algorithms are used to analyze and arrive at the possible cause of the bug. This reduces the dependency on the developers and in turn speeds up the release cycle. The bug dataset is fed to various classification algorithms like CNN, Random Forest, Decision Tree, SVM and Naïve Bayes for bug classification.

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