GDG Varna - Hadoop

Post on 27-Jan-2017

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Transcript of GDG Varna - Hadoop

Dimitar Danailov

Software

Architect

Image source: https://www.linkedin.com/pulse/20140817172419-206881211-software-architect-explained

Topics Today

● What is BigData

● Big Data Vs

● Hadoop

● Hadoop EcoSystem

Video: Strata + Hadoop World 2014

Video: President Barack Obama's Big Data Keynote -- Strata + Hadoop World 2015

Cloudera

Quickstart VM

Image source: Amazon

Image source: wiki.genexus.com/

Image source: http://www.qnap.com

Image source: http://tarrysingh.com/

Store and

Process

https://hackadaycom.files.wordpress.com/2013/11/8-pi-cluster-3.jpg?w=800

Big Data Vs

Image source: https://media.licdn.com/mpr/mpr/p/1/005/047/21c/08d279d.jpg

Image source: IBM

Volume

$ 100, 000+ price/GB

1980

$ 0.10 price/GB

2013

Variety

Image source: Lynn Langit, BigData and Cloud Architect. Technical Author

Image source: http://media.truelocal.com.au

GPSPlan

TrafficCurrent Load

Fuel Efficiency

Velocity

Doug Cutting

Image source: Wikipedia

Video: Doug Cutting: The Origins of Hadoop - Intro to Hadoop and MapReduce

Store and

Process

Mydata.txt - 150 MB

64 MB

64 MB

22 MB

Block 1

Block 2

Block 3

Image source: http://s3.thinkaurelius.com/docs/titan/0.5.4/images/hdfs-logo.jpg

Image source: http://www.fraudtechwire.com/wp-content/uploads/2015/03/hdfs-arch.jpg

Image source: http://image.slidesharecdn.com/slide-140911081300-phpapp02/95/automatic-synthesis-of-combiners-in-the-mapreduce-framework-2-638.jpg?cb=1410423512

Hadoop

EcoSystem

Image source: http://thebigdatablog.weebly.com/uploads/3/2/3/2/32326475/87375_orig.jpg

HDFS

Image source: http://i.stack.imgur.com/SsK5I.png

HDFS

Image source: http://xiaochongzhang.me/blog/wp-content/uploads/2013/05/MapReduce_Work_Structure.png

http://demo.gethue.com/