Hadoop Skill
Hadoop is an open-source distributed computing framework that facilitates the storage and processing of large datasets across clusters of commodity hardware. Developed by the Apache Software Foundation, Hadoop has become a cornerstone of big data processing, providing a scalable and fault-tolerant solution for handling massive volumes of information.At its core, Hadoop consists of two main components: the Hadoop Distributed File System (HDFS) for distributed storage, and the MapReduce programming model for distributed data processing. HDFS divides large files into blocks, distributing them across multiple nodes in a cluster, while MapReduce allows parallel computation across these nodes, enabling efficient analysis of data.Hadoop's modular and flexible architecture has given rise to a rich ecosystem of related projects and tools, collectively known as the Hadoop ecosystem. This ecosystem includes components like Apache Hive for SQL-like querying, Apache Spark for in-memory data processing, Apache Pig for high-level scripting, and more.Widely adopted in industries ranging from finance to healthcare, Hadoop empowers organizations to extract valuable insights from diverse and vast datasets. Its ability to scale horizontally, handle data redundancy, and provide fault tolerance makes it a foundational technology for addressing the challenges posed by big data.
Hadoop Sub Skills
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