Develop a real-time cloud infrastructure monitoring system that collects metrics, logs, and performance data from cloud resources and visualizes them through interactive dashboards, enabling proactive alerting and performance optimization in distributed cloud environments.
Study cloud monitoring fundamentals and observability pillars (metrics, logs, traces).
Design system architecture for data collection and visualization.
Deploy sample cloud infrastructure (VMs, containers, databases).
Install Prometheus for metrics scraping.
Configure Node Exporter for system-level monitoring.
Integrate Grafana for dashboard visualization.
Set up alert rules for CPU, memory, and disk usage.
Configure email/Slack notifications.
Implement log aggregation using ELK stack.
Simulate resource overload scenarios.
Analyze collected performance data.
Implement role-based dashboard access.
Evaluate system reliability under stress testing.
Document architecture diagrams and workflow.
