Daily Term: Stream Processing

Stream Processing

Stream Processing involves continuously processing data as it arrives, in real-time or near-real-time, rather than in batches. For example, Apache Kafka Streams can process incoming clickstream data to detect user behavior patterns instantly. Stream processing is ideal for applications like fraud detection or live dashboards, offering low-latency insights, but it requires robust systems to handle high data volumes and ensure fault tolerance.

Date: 2025-07-01