Obuse, Ehimah, et al. “Deploying AI-Augmented Infrastructure Observability Pipelines for Predictive Fault Detection Using Logs, Metrics, and Traces”. Engineering And Technology Journal, vol. 10, no. 8, Aug. 2025, pp. 6565-8, doi:10.47191/etj/v10i08.46.