Brokers don’t run applications - they are a buffer between the real world and an application that analyzes events. An event stream processor (in Apache Kafka/Pulsar terms) or dataflow pipeline …

Analyzing data on the fly is tricky: Data sets are unbounded and real-time responses demand fast analysis. Incremental algorithms can be used for statistical analysis, set membership, regression-based learning, and …