Distributed Computing in Big Data Analytics by Sourav Mazumder Robin Singh Bhadoria & Ganesh Chandra Deka

Author:Sourav Mazumder, Robin Singh Bhadoria & Ganesh Chandra Deka
Language: eng
Format: epub
Publisher: Springer International Publishing, Cham

Technology type

Purpose

Product example

Use case

Database

Distribute data with replication and failover

No-SQL databases such as Cassandra, MongoDB, BerkleyDB, CouchDB, SimpleDB, DynamoDB

Store and manage large volume of structured and unstructured data

File system

File system distributed across multiple nodes

HDFS, GFS

Store and manage large files or a large number of small files

Programming

Distributed programming that can process data in parallel

Hadoop Map-Reduce, Spark

Computation and analytics job on top of data in distributed file system or no-SQL database

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