How to Set Up Logging and Metrics Monitoring in the Cloud??

Effective logging and metrics monitoring in the cloud ensures smooth operations and faster issue resolution. Start by centralizing logs using cloud-native tools like AWS CloudWatch, Azure Monitor, or Google Cloud Logging. Define clear log levels (info, warn, error) to avoid noise.  

For metrics, implement custom and system-level monitoring using services like Prometheus or cloud-provided solutions. Set up dashboards and alerts for key indicators (CPU, memory, latency).  

Leverage AI/ML tools to analyze trends and predict failures. Finally, ensure logs and metrics are retained securely, adhering to compliance needs.