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Monitoring

Health Checks

ICL Health

Expected response:

Node Status via ICL

Expected metrics:

Local Node Logs

Key Metrics

1. Heartbeat Success Rate

2. Job Assignment Rate

3. Inference Performance

4. CoFHE Operations

Alerting

Simple Shell Script

Run via cron every 5 minutes:

Prometheus / Grafana (Advanced)

For production deployments, expose metrics in Prometheus format:
Then scrape with Prometheus and visualize in Grafana.

Log Analysis

Structured Log Format

Blindference node logs use this format:
Example:

Parsing with jq

Dashboard (Future)

A web-based node dashboard is planned for future releases. It will show:
  • Real-time job queue
  • Inference performance charts
  • Earnings history
  • Attestation status
  • Reputation score trends
For now, use the CLI and log-based monitoring described above.