Kafka Streaming Analytics

Live crypto trades · ingest → Kafka → aggregate → serve
connecting feed — uptime —
Throughput
0trades/s
0 total
End-to-end latency (p95)
ms
exchange → processor
Error rate
0.00%
0 dead-lettered
Consumer lag
0msgs
group stream-processor

Throughput

Trades per second, last 3 minutes

Latency p95

Exchange timestamp to processor, milliseconds

Markets

Aggregated from one-second tumbling windows, keyed by symbol

SymbolPriceChangeVWAP VolumeNotionalTrades Buy / sell pressureTrend
Waiting for the first window…

Pipeline

Every hop is a separate deployment in the stream namespace

Topics crypto.tradescrypto.metrics, dead letters to crypto.trades.dlq. Broker kafka.kafka.svc.cluster.local:9092 over SASL/PLAIN. Prometheus metrics on /metrics of each service; raw snapshot at /api/snapshot.