hadoop是什么意思英语？

Hadoop is an open-source framework developed by the Apache Software Foundation that is used for storing and processing large datasets in a distributed computing environment. It is designed to handle big data by breaking it down into smaller chunks and distributing them across a cluster of computers for efficient processing.Hadoop consists of the Hadoop Distributed File System (HDFS) and the MapReduce programming model. HDFS divides large files into blocks and stores them across a cluster, ensuring redundancy and fault tolerance. MapReduce allows developers to write parallel processing algorithms to analyze and manipulate the data stored in HDFS.The key strength of Hadoop lies in its ability to handle massive amounts of data and scale horizontally by adding more machines to the cluster. It enables organizations to store, process, and analyze data that would be too time-consuming or costly using traditional databases or standalone systems. Hadoop is highly resilient to hardware failures and can process data in parallel, making it suitable for applications like web log analysis, recommendation systems, and machine learning.Moreover, Hadoop has a rich ecosystem of tools and technologies that extend its capabilities. It includes components like Apache Hive, Apache Pig, Apache Spark, and Apache HBase, which provide higher-level abstractions and support for querying, data processing, real-time analytics, and database-like functionalities.In conclusion, Hadoop is a powerful framework for big data processing that allows organizations to efficiently store, process, and analyze large datasets in a distributed computing environment. It revolutionized the way we handle and extract insights from big data, making it a cornerstone of modern data-driven systems.

hadoop是什么意思英语？

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