Apache Flume is a distributed, reliable, and available service designed for efficiently collecting, aggregating, and moving large amounts of streaming data into Hadoop's distributed file system (HDFS). It plays a crucial role in the Hadoop ecosystem by enabling the ingestion of real-time data from various sources such as logs, social media feeds, and other streaming data sources. Flume provides a flexible architecture that allows users to configure the flow of data through different channels and sinks, making it an essential component in the management of big data workloads.
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