R. , Mangai Begum. 2026. “Next-Generation AI-Driven Cloud Reliability and DevSecOps Optimization Frameworks”. International Journal of Emerging Research in Engineering and Technology 7 (2): 202-13. https://doi.org/10.63282/3050-922X.IJERET-V7I2P126.