Project Architectures
Common data engineering architecture patterns with diagrams, explanations, and example implementations. Each pattern addresses a different set of trade-offs between latency, complexity, and scale.
Lakehouse Architecture
The lakehouse combines data lake flexibility with warehouse ACID guarantees. Delta Lake, Iceberg, and Hudi implementations.
Lambda Architecture
Batch and stream processing layers combined for comprehensive data serving. Hot path (streaming) and cold path (batch) patterns.
Kappa Architecture
A simplified streaming-first architecture that uses a single processing pipeline for both real-time and batch workloads.
Data Mesh
Domain-oriented decentralized data architecture with data products, federated governance, and self-serve infrastructure.