Batch Processing

Batch processing has long been one of the most common operating modes in data engineering. Data is accumulated over a defined interval and then processed in bulk. This approach is well suited for daily reports, periodic calculations, archival data preparation, and large-scale transformations. While batch architectures offer simplicity and control, they may be insufficient in scenarios where low latency is critical.