stream-anomaly

Real-time firehose → Redpanda → TimescaleDB → live dashboard. Rolling z-score on per-key activity with cross-key co-movement.

events / sec (1m)

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total trades

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lag (s)

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uptime (s)

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Volume per symbol — last 30 min, 10s buckets

Anomalies (rolling z-score > threshold)

No anomalies yet — warming up baseline.