A written reference on complex event processing — how it works, how to configure it, and where it breaks under load.
How It Works
complex event processing operates as a pipeline: ingest, compute, decide, route. Each stage has its own ways to break.
Configuration
Configuring complex event processing comes down to a handful of parameters. Vendor defaults suit demos; production deserves its own tuning pass.
Failure Modes
The failure record for complex event processing includes regime changes, missed heartbeats, and positions that could not be closed gracefully.
Evaluation
An honest evaluation of complex event processing weighs quantitative metrics alongside code quality and how much attention it demands in production.
Configuration Reference
# Complex Event Processing tested configuration mode: production timeframe: auto risk_limits: max_drawdown: 15 percent max_position: 3 percent monitoring: alert_threshold: 0.5 report_interval: hourly
Parameter Impact
| Parameter | Effect | Trade-off |
|---|---|---|
| timeframe | Signal frequency | Higher means fewer but more reliable signals |
| risk_limit | Maximum exposure | Lower means safer but slower returns |
| lookback | Indicator sensitivity | Longer means smoother but lagging |