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Integration / RabbitMQ Interview Questions

How can you optimize RabbitMQ throughput?

Throughput tuning in RabbitMQ is mostly about removing bottlenecks on the client side and avoiding broker configurations that force extra work per message.

  1. Batch acknowledgments - ack in small batches (multiple=true) instead of one at a time to cut protocol overhead.
  2. Tune prefetch - too low starves fast consumers, too high risks uneven load; benchmark to find the sweet spot.
  3. Use multiple queues/consumers in parallel rather than a single queue with one consumer, so work can be processed concurrently.
  4. Use publisher confirms asynchronously, tracking outstanding confirms in a map instead of waiting on each one synchronously.
  5. Use lazy or lower-memory-footprint queue behavior for queues expected to hold a large backlog, so RAM does not become the bottleneck.
  6. Reuse connections/channels - opening a new connection or channel per message is expensive; pool and reuse them.

Because these levers interact, the reliable approach is to change one at a time and measure with the management UI's message rate graphs rather than guessing.

Why is opening a new channel per message discouraged?
What is a benefit of batching acknowledgments with multiple=true?

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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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