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HADOOP HDFS

Presented By – SUDIPTA GHOSH (2010-3016)
University Institute Of Technology , Burdwan University
What is Big Data ?
Why DFS ?
What is Hadoop ?
Apache Hadoop is a framework that allows for
the distributed processing of large data sets
across clusters of commodity computers using
a simple programming model.
Companies using Hadoop
 Yahoo
 Google
 Facebook
 Amazon
 AOL
 IBM
 LinkedIn
 And many more at
http://wiki.apache.org/hadoop/PoweredBy
What is HDFS ?
• HDFS – Hadoop Distributed File System
• HDFS is a file system designed for storing very
large files with streaming data access patterns,
running clusters on commodity hardware.
Why HDFS ?
–
–
–
–
–

Highly fault-tolerant
High throughput
Suitable for applications with large data sets
Streaming access to file system data
Can be built out of commodity hardware
Main Components Of Hadoop :
Name Node:
 master of the system
 maintains and manages the blocks which are
present in the data node

Data Nodes:
 Slaves which are deployed in each machine and
provide the actual storage
 Responsible for serving read and write requests
for the client
HDFS Architecture
Job Tracker
Job Tracker( Contnd.)
Running Jobs On Hadoop
Areas Where Hadoop Is Not A Good Fit
Today :
• Low-Latency data access
• Lots of small files
• Multiple writers, arbitrary file modifications
References
1. http://hadoop.apache.org/core/docs
2. https://www.youtube.com/watch?v=A02SRd
yoshM
THANK YOU

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Hadoop hdfs