What are the advantages of using Apache Kafka as a messaging system in conjunction with Hive?

  • Exactly-once message delivery semantics
  • Real-time data ingestion into Hive
  • Scalability and fault tolerance
  • Schema evolution support
Using Apache Kafka alongside Hive offers several advantages, including scalability and fault tolerance due to Kafka's distributed architecture, support for schema evolution, real-time data ingestion capabilities into Hive, and exactly-once message delivery semantics, ensuring reliable and timely data processing and analysis.
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