Streaming Architecture Patterns — Streaming & Real-Time Data Engineer…
Lambda, Kappa and CDC-driven design
Steps in Streaming Architecture Patterns
- Lambda Architecture — beginner · Combining a batch layer and a speed layer to serve both accuracy and low latency
- Kappa Architecture — beginner · Treating streaming as the single source of truth, batch included
- Change Data Capture into Streaming Pipelines — beginner · Feeding database changes directly into a streaming system
- Streaming ETL Patterns — beginner · Structuring transformation logic for continuously flowing data
- Designing for Backpressure — beginner · Handling situations where downstream systems can't keep up
Part of
- Streaming & Real-Time Data Engineering roadmap — the full learning path