HADOOP-ECOSYSTEM

最新推荐文章于 2020-11-19 17:40:46 发布

转载最新推荐文章于 2020-11-19 17:40:46 发布 · 188 阅读

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本文全面介绍了Hadoop生态系统，包括HDFS、YARN、MapReduce、Spark等关键组件，以及PIG、Hive、HBase、Mahout等数据处理与存储服务。此外，还涉及了Zookeeper、Oozie、Flume等集群管理和数据摄入工具。

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大数据生态 HADOOP-ECOSYSTEM

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转自： https://www.edureka.co/blog/hadoop-ecosystem

Below are the Hadoop components, that together form a Hadoop ecosystem, I will be covering each of them in this blog:

HDFS -> Hadoop Distributed File System
YARN -> Yet Another Resource Negotiator
MapReduce -> Data processing using programming
Spark -> In-memory Data Processing
PIG, HIVE-> Data Processing Services using Query (SQL-like)
HBase -> NoSQL Database
Mahout, Spark MLlib -> Machine Learning
Apache Drill -> SQL on Hadoop
Zookeeper -> Managing Cluster
Oozie -> Job Scheduling
Flume, Sqoop -> Data Ingesting Services
Solr & Lucene -> Searching & Indexing
Ambari -> Provision, Monitor and Maintain cluster