Kafka Streams vs Spark Structured Streaming: Key Differences and Use Cases

Compare Kafka Streams and Spark Structured Streaming across architecture, processing model, latency, state management, fault tolerance, integrations, and practical use cases. Learn which approach fits your streaming workload.