Dillepkumar Pentyala. “The Rise of DataOps Observability: AI-Driven Reliability for Modern Data Platforms”. Journal of Computer Science and Technology Studies 7, no. 12 (December 29, 2025): 541–546. Accessed February 7, 2026. https://al-kindipublishers.org/index.php/jcsts/article/view/11819.