processing data streams

processing data streams illustration real time analytics velocity volume variety veracity visualization ingestion transformation aggregation integration scalability latency throughput architecture infrastructure monitoring synchronization partitioning sharding buffering queuing filtering enrichment compression serialization deserialization persistence ai generated