What is Kafka replication and why is it important?
An example of an AI chatbot conversation about Kafka replication and its significance in data management.
What is Kafka replication and why is it important?
Kafka replication is a feature that ensures data durability and availability by duplicating messages across multiple brokers.
How does Kafka handle replication internally?
Kafka uses a leader-follower model where one broker acts as the leader for a partition, and others replicate the data.
What happens if a broker fails?
If a broker fails, Kafka automatically promotes one of the followers to be the new leader, ensuring no data loss.
Can I configure the replication factor?
Yes, you can configure the replication factor when creating a topic, which determines how many copies of the data are maintained.
What are the trade-offs of increasing the replication factor?
Increasing the replication factor improves data availability but also requires more storage and can impact performance.
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