Enhanced IT Infrastructure Monitoring with Anomaly Detection: Combining Prometheus, Grafana, and Machine Learning

Abstract

Our project aims to enhance real-time monitoring using advanced technologies. We design, develop, and implement a monitoring system that employs Prometheus for data collection and Grafana for visualization. Additionally, we integrate machine learning to detect anomalies in metrics. This system facilitates IT infrastructure monitoring and automatically identifies unusual patterns.