Kafka generally creates real-time streaming data pipelines and data-adaptive systems. Data replication, node re-sync, and state restoration are all possible with Kafka.
In addition to real-time data analytics and stream processing, Kafka helps in various tasks such as log aggregation, messaging, load balancing, click-stream tracking, audit trails, etc.