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The more nodes you use, the more processing power you have. Computing power: Hadoop’s distributed computing model allows it to process huge amounts of data.

#APACHE HADOOP DATA ARCHITECT SALARY SOFTWARE#

For a fee, you get the software vendor’s version of the framework along with additional software components, tools, training, and documentation. Hadoop can be downloaded for free, however commercial distributions such as Cloudera, Hortonworks, and MapR are also available.

Zookeeper is a high-performance coordination service for distributed applications.

Spark is an open-source cluster computing framework with in-memory analytics.

Sqoop is a connection and transfer mechanism that moves data between Hadoop and relational databases.

Cassandra is a scalable multi-master database system.

Ambari is a web interface for provisioning, managing, and monitoring Hadoop services and components.

HBase is a scalable, distributed database that supports structured data storage for large tables.

Hive is a data warehouse infrastructure that provides data summarization and ad hoc querying.

It allows users to perform data extractions and transformations and basic analysis without having to write MapReduce programs.

Pig is a high-level data-flow language and execution framework for parallel computation.

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