One disadvantage of the Kafka Wire Protocol is its lack of interoperability. Unlike AMQP, the Kafka Wire Protocol does not support communication between different message brokers. Also, it primarily supports a publish/subscribe messaging model and lacks support for more complex patterns like RabbitMQ....
Kafka is pull-based and provides higher throughput. It is suitable for collecting and delivering large volumes of data, such as collecting and analyzing logs. RabbitMQ does not provide as high throughput as Kafka, but it offers more message queuing functions. The following is a comparison ...
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