Kafka and Hadoop are increasingly regarded as essential parts of a modern enterprise data management infrastructure. Hadoop is the more established of the two open source technologies, having become an increasingly predominant platform for big data analytics. Apache Kafka is a distributed streaming system that is emerging as the preferred solution for integrating real-time data from multiple stream-producing sources and making that data available to multiple stream-consuming systems concurrently – including Hadoop targets such as HDFS or HBase.
A Kafka Hadoop data pipeline supports real-time big data analytics, while other types of Kafka-based pipelines may support other real-time data use cases such as location-based mobile services, micromarketing, and supply chain management.
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