Kafka Flume

Kafka is a distributed data system. Apache Flume is a system that is available, dependable, and distributed.

It essentially functions as a pull model. It essentially functions as a push model.

It is made for absorbing and analysing real-time streaming data. It collects, aggregates, and moves massive amounts of log data from a variety of sources to a centralised data repository in an efficient manner.

If it is resilient to node failure, it facilitates automatic recovery. If the flume-agent fails, you will lose events in the channel.

Kafka operates as a cluster that manages incoming high-volume data streams in real-time. Flume is a tool for collecting log data from web servers that are spread.

It is a messaging system that is fault-tolerant, efficient, and scalable. It is made specifically for Hadoop.

It's simple to scale. In comparison to Kafka, it is not scalable.