Tamanampudi, Venkata Mohit. “Natural Language Processing for Anomaly Detection in DevOps Logs: Enhancing System Reliability and Incident Response ”. African Journal of Artificial Intelligence and Sustainable Development, vol. 2, no. 1, Jan. 2022, pp. 97-142, https://africansciencegroup.com/index.php/AJAISD/article/view/184.