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What are the similarities and differences between Apache Flume and Apache Kafka?

Answer Posted / Surya Shekhar Gauatm

Apache Flume and Apache Kafka are both open-source data streaming platforms, but they have some key differences and similarities. Both are designed to collect, process, and move big data in a distributed manner. Similarities include: they can handle streaming data from various sources, they can scale horizontally, and they provide fault-tolerance mechanisms. Differences include: Kafka is a messaging stream platform that focuses on real-time data processing, streaming, and message queuing, while Flume is a data collection system that moves large amounts of log data into Hadoop for storage and analysis.

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