Towards Automated Performance Bug Identification in Python
Sokratis Tsakiltsidis,
Andriy Miranskyy,
Elie Mazzawi
Abstract:Software performance is a critical non-functional requirement, appearing in many fields such as mission critical applications, financial, and real time systems. In this work we focused on early detection of performance bugs; our software under study was a real time system used in the advertisement / marketing domain.Goal: Find a simple and easy to implement solution, predicting performance bugs.Method: We built several models using four machine learning methods, commonly used for defect prediction: C4.5 Decisi… Show more
Set email alert for when this publication receives citations?
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.