Ravindra Karanam. PREDICTIVE ANALYTICS FOR PIPELINE FAILURE FORECASTING IN CLOUD DEVOPS ENVIRONMENTS. IJCET 2025, 16 (01), 4106-4128. https://doi.org/10.34218/IJCET_16_01_280.