Hadoop Distributed File System (HDFS)

Hadoop Distributed File System (HDFS) is a large-scale storage system designed to handle vast amounts of data across many computers. Unlike traditional file systems that store files on a single machine, HDFS breaks data into smaller chunks and spreads them across a network of computers. This distribution improves data reliability and access speed. If one machine fails, copies of the data remain available on other machines. HDFS is particularly suited for big data applications, allowing organizations to analyze and store extensive datasets efficiently. Its design supports high-throughput data processing, making it a key component of the Hadoop ecosystem.