Niphade, R. G., Karale, A., Patil, B. K., & Thoutam, N. (2026). AI OPS Log Anomaly Detector – A Lightweight Unsupervised Framework for Log Analysis, Detection, And Visualization. International Journal of Advanced Scientific Research and Engineering Trends, 10(3), 9–16. https://doi.org/10.65521/ijasret.v10i3.2287