Apache Kafka

Jul 24, 2025 System Design 30 min read

System Design (7): Data Pipelines — Batch, Stream, and the Lambda Architecture

A practical guide to data pipeline architectures — covering ETL vs ELT, batch processing with Spark, stream processing with Flink, Lambda vs Kappa architectures, Change Data Capture, and a complete real-time analytics …