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Integration / RabbitMQ Interview Questions

How does RabbitMQ differ from Kafka?

RabbitMQ and Kafka solve overlapping problems but with fundamentally different internal models, which shows up clearly once you compare them side by side.

RabbitMQKafka
Smart broker: exchange evaluates routing rules and pushes to queues.Dumb broker, smart consumer: append-only log per partition; consumers track their own offset.
Messages are typically removed once consumed and acknowledged.Messages are retained for a configured period regardless of consumption.
Best for complex routing, RPC, and task queues with per-message semantics.Best for high-throughput event streaming and replay-able logs.
Ordering guaranteed only within a single queue delivered to a single consumer.Ordering guaranteed within a partition.

In short, reach for RabbitMQ when you need flexible routing and traditional queueing semantics, and reach for Kafka when you need durable, replayable, high-throughput event streams.

Kafka's consumer model is often described as:
Which system typically retains messages for a set period regardless of whether they were consumed?

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More Related questions...

What is RabbitMQ? What is a message broker? What is AMQP? What is a queue in RabbitMQ? What is an exchange in RabbitMQ? What are the types of exchanges in RabbitMQ? What is a binding in RabbitMQ? What is a routing key? What is a producer in RabbitMQ? What is a consumer in RabbitMQ? What is the purpose of the RabbitMQ management plugin? What are the types of acknowledgments in RabbitMQ? Define virtual host in RabbitMQ? Describe how RabbitMQ ensures message durability? List the client libraries available for RabbitMQ? How does RabbitMQ differ from Kafka? Why do we use dead-letter exchanges in RabbitMQ? How does RabbitMQ handle message acknowledgment? What is the difference between direct and topic exchange? What happens when a queue has no consumers? How is message persistence achieved in RabbitMQ? Why should you use prefetch count in RabbitMQ? When should you use a fanout exchange? What is the difference between durable and transient queues? How do you implement RPC pattern with RabbitMQ? Why does RabbitMQ use a heartbeat mechanism? What is the difference between RabbitMQ and ActiveMQ? How can you optimize RabbitMQ throughput? When would you choose quorum queues over classic queues? What is the difference between publisher confirms and transactions? Explain the lifecycle of a message in RabbitMQ? Explain the internal working of RabbitMQ clustering? Why doesn't RabbitMQ guarantee message ordering in all cases? How does RabbitMQ handle high availability? Explain the execution flow of a publisher confirm? How do you troubleshoot memory alarms in RabbitMQ? What is the difference between mirrored queues and quorum queues? How does RabbitMQ implement the Raft consensus algorithm in quorum queues? Why is TTL important for queues and messages in RabbitMQ? How do you scale RabbitMQ horizontally? Explain the internal working of the RabbitMQ shovel plugin? What is the difference between federation and shovel in RabbitMQ? How does RabbitMQ handle network partitions in a cluster? Explain the lifecycle of a consumer connection and channel? How do you troubleshoot unacknowledged message buildup in RabbitMQ?
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