For a Hadoop data pipeline focusing on real-time data processing, which framework is most appropriate?
- Apache HBase
- Apache Hive
- Apache Kafka
- Apache Pig
For real-time data processing in Hadoop, Apache Kafka is the most suitable framework. Kafka is a distributed streaming platform that allows for the ingestion and processing of real-time data streams. It provides high-throughput, fault tolerance, and scalability, making it ideal for building real-time data pipelines.
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