Monitoring Study Portal

How it works

The Three Pillars

Metrics

• Numeric measurements over time
• Aggregatable, low cardinality
• Examples: CPU usage, request count, error rate

Logs

• Timestamped text records
• High cardinality, detailed context
• Examples: Application logs, audit logs

Traces

• Request flow across services
• Distributed context propagation
• Examples: End-to-end request tracking