MehrfachStreams
MehrfachStreams is a term used in German-speaking information technology to describe the use or design pattern of multiple concurrent data streams within a single application or processing pipeline. Unlike a single aggregated stream, MehrfachStreams organizes data into independent streams that may originate from different sources, undergo separate processing graphs, and be routed to distinct sinks. The pattern is employed in event-driven and stream-processing architectures to improve throughput, fault isolation, and scalability.
In practice, MehrfachStreams involves maintaining several stream sources, applying partitions or keys to separate processing, coordinating
Applications include real-time analytics, IoT sensor networks, media and content streams, fraud detection, and monitoring systems.