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The Hadoop ecosystem is a distributed computing framework designed to store and process large-scale data across clusters of commodity hardware. Its architecture follows a master-slave model and is built to achieve scalability, fault tolerance, and high throughput. The core components of this architecture include Hadoop Distributed File System (HDFS), Yet Another Resource Negotiator (YARN), and the MapReduce processing model, supported by various auxiliary tools for data ingestion, storage, and analytics. HDFS forms the storage layer of the Hadoop ecosystem and ________ ______ _______ _________ _______ __________.
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