Monitoring and Observability

Comprehensive monitoring tools for tracking cluster health, swarm execution, and system performance.

Note

Visual guides and screenshots will be added in future documentation updates.

Overview

The monitoring dashboard provides real-time and historical insights into:

  • System health and availability

  • Resource utilization trends

  • Task execution metrics

  • Error rates and anomalies

  • Performance bottlenecks

Dashboard Views

System Overview

  • Cluster health status

  • Node availability

  • Active swarms

  • Resource summary

  • Alert notifications

Resource Monitoring

  • CPU utilization

  • Memory consumption

  • Disk I/O rates

  • Network traffic

  • GPU usage (if available)

Task Analytics

  • Execution rates

  • Success/failure ratios

  • Queue depths

  • Latency distributions

  • Throughput trends

Real-time Monitoring

Live Metrics

  • Streaming data updates

  • Auto-refresh intervals

  • Real-time graphs

  • Alert triggers

Log Streaming

  • Live log aggregation

  • Multi-source viewing

  • Filter and search

  • Export capabilities

Historical Analysis

Time-series Data

  • Custom date ranges

  • Metric comparison

  • Trend analysis

  • Anomaly detection

Reports and Insights

  • Performance reports

  • Capacity planning

  • Cost analysis

  • Optimization recommendations

Alerts and Notifications

Alert Configuration

  • Threshold-based alerts

  • Anomaly detection

  • Custom conditions

  • Escalation policies

Notification Channels

  • Dashboard alerts

  • Email notifications

  • Webhook integration

  • Mobile push (if configured)

Troubleshooting Tools

Diagnostic Features

  • Health checks

  • Connectivity tests

  • Performance profiling

  • Debug mode

Root Cause Analysis

  • Error correlation

  • Dependency tracking

  • Timeline reconstruction

  • Impact assessment

Best Practices

  • Set up proactive alerts

  • Regular metric reviews

  • Maintain historical baselines

  • Document incidents

  • Optimize based on insights

Next Steps