What is stream processing vs batch processing architecture?

Batch processes data in chunks; stream processes continuously in real time.

Batch systems like Hadoop process static datasets periodically. Stream systems like Flink process events as they arrive. Modern architectures often use hybrid 'Lambda' or 'Kappa' architectures.