Mr. N. Kiran Kumar,Ms. Shaik. Shalima, Ms. Routhu. Vanitha, Ms.Sarekokku.Kshema Bai, Mr.Perikala.Cristhu Raja 2026. Predictive Modelling of Software Behavior Using Machine Learning. International Journal of Data Science and IoT Management System. 5, 2(2) (Apr. 2026), 48–55. DOI:https://doi.org/10.64751/.