Monitoring and Operating Streaming Systems — Streaming & Real-Time Da…
Keeping always-on systems healthy
Steps in Monitoring and Operating Streaming Systems
- Monitoring Streaming Pipeline Health — beginner · Metrics specific to streaming: lag, throughput and processing latency
- Consumer Lag Monitoring — beginner · Detecting when consumers are falling behind producers
- Alerting for Streaming Systems — beginner · Setting thresholds that catch real problems without noise
- Tracing Events Through a Streaming Pipeline — beginner · Following a single event across multiple processing stages
- Incident Response for Streaming Outages — beginner · Handling a stalled or backed-up streaming pipeline in production
Part of
- Streaming & Real-Time Data Engineering roadmap — the full learning path