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Junior — Middle

Can you explain how the Apache Kafka system functions and how it ensures data transfer?

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Answer from AI

Apache Kafka is a distributed data streaming platform that operates on a publish-subscribe model. It consists of the following key components:

  • Producer — sends messages to topics.
  • Topic — a logical category or channel where messages are written.
  • Partition — a topic is divided into partitions for scalability and parallel processing.
  • Consumer — reads messages from topics.
  • Broker — a server that stores data and manages messages.

Kafka ensures data transfer by recording messages in topics, which are stored in the order they are received. Consumers can read messages from a specific position, allowing for asynchronous processing and high performance.

To guarantee delivery and fault tolerance, Kafka uses partition replication across brokers. Offset control is also supported so consumers can track which messages have already been processed.