What is Apache Kafka and what problems does it solve in distributed systems?

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Kafka questions test distributed log architecture, producer/consumer semantics, replication, ordering, and operational concerns at scale. Answer What is Apache Kafka and what problems does it solve in distributed systems? with definition → mechanism → production example → trade-o…