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Thailand Hadoop Big
Data Challenge #1
13-15 March 2015
2
Special thanks to Amazon Web Services
for supporting AWS's credit to run
EMR Hadoop cluster
3
Schedule
13 March
– 16.00 - 18.00 Workshop / Demo on Big Data Analytics
using Amazon EMR
– 18.00: Start registration for those who interested in running
the cluster for 30 Hours & Account access to Amazon EMR
will be given
14 March
– 06.00 Amazon EMR Cluster will be opened
– Participant will be discussed via online / Social Media
15 March (@ EGA Office)
– 12.00 Amazon EMR will be closed
– 13.00 Presentation by each competitor on the result
– 15.30 Winner Announcement
4
Architecture Overview of Amazon EMR
5
Hadoop Cluster for the challenge
10 AWS’s m3.xlarge EC2 server each with
4vCPU, 15 GByte Memory, 80 GB SSD Memory
A sample data set with more than 10 million
records will be given
6
Challenge rules
A competitor can use a sample data to analyse
with Hive, Pig or Map/Reduce
In addition, a competitor can use own large set of
data.
A winner will be judged from those who have a
best innovation / result from the analytics.
Those who are just would like to try using the
cluster are also welcome
7
Judging Criteria:
Complexity of the problem & Data Set 30%
Benefit to the society 20%
Innovation 30%
Presentation 20%
8
Judges
Assoc.Prof. Dr.Jirapun Daengdej
Mr. Danairat Thanabodithammachari
Dr.Thanachart Numnonda
Ms.Nantawan Wongkachonkitti
9
Awards
The best winner will receive an Apple TV.
Two winners will be selected for two free training
courses on
– Big Data using Hadoop Workshop; 30-31 March 2015
– Business Intelligence Design and Process; 18-20, 25-26
May 2015
Starbucks Card 200 Baht
10
EMR Cluster Setup
(This will be done by IMC Institute)
Thanachart Numnonda, thanachart@imcinstitute.com Feb 2015Big Data Hadoop on Amazon EMR – Hands On Workshop
Select EMR
Thanachart Numnonda, thanachart@imcinstitute.com Feb 2015Big Data Hadoop on Amazon EMR – Hands On Workshop
Creating a cluster in EMR
Thanachart Numnonda, thanachart@imcinstitute.com Feb 2015Big Data Hadoop on Amazon EMR – Hands On Workshop
Creating a cluster in EMR (cont.)
Name the cluster and also specify Log folder
Thanachart Numnonda, thanachart@imcinstitute.com Feb 2015Big Data Hadoop on Amazon EMR – Hands On Workshop
Creating a cluster in EMR (cont.)
Leave the Software Configuration as default
Thanachart Numnonda, thanachart@imcinstitute.com Feb 2015Big Data Hadoop on Amazon EMR – Hands On Workshop
Creating a cluster in EMR (cont.)
Leave the Hardware Configuration as default
Choose an exisitng EC2 key pair
Thanachart Numnonda, thanachart@imcinstitute.com Feb 2015Big Data Hadoop on Amazon EMR – Hands On Workshop
Creating a cluster in EMR (cont.)
Leave the others as default
Select Create Cluster
Thanachart Numnonda, thanachart@imcinstitute.com Feb 2015Big Data Hadoop on Amazon EMR – Hands On Workshop
EMR Cluster Details
Note on the Master public DNS:
To see the details on how to connect to the Master Node using SSH click at SSH
18
Running the cluster
19
Set Up an SSH Tunnel to the Master Node
– See instruction at
– http://docs.aws.amazon.com/ElasticMapReduce/latest/
DeveloperGuide/emr-ssh-tunnel.html
Thanachart Numnonda, thanachart@imcinstitute.com Feb 2015Big Data Hadoop on Amazon EMR – Hands On Workshop
SSH Instruction for Mac/Linux
Thanachart Numnonda, thanachart@imcinstitute.com Feb 2015Big Data Hadoop on Amazon EMR – Hands On Workshop
SSH Instruction for Windows
Thanachart Numnonda, thanachart@imcinstitute.com Feb 2015Big Data Hadoop on Amazon EMR – Hands On Workshop
Connect to the master node
23
Launch the Hue Web Interface
Set Up an SSH Tunnel to the Master Node
– See instruction at
– http://docs.aws.amazon.com/ElasticMapReduce/latest/Devel
operGuide/emr-ssh-tunnel.html
Configure Proxy Settings to View Websites
– See instruction at
– http://docs.aws.amazon.com/ElasticMapReduce/latest/Devel
operGuide/emr-connect-master-node-proxy.html
24
Launch the Hue Web Interface (Cont.)
http://master-public-dns-name:8888/
25
Thanachart Numnonda, thanachart@imcinstitute.com Feb 2015Big Data Hadoop on Amazon EMR – Hands On Workshop
Web Interface Host on EMR Cluster
27
Running Hive Demo
28
Movielen Data
http://grouplens.org/datasets/movielens/
MovieLens 10M
(http://files.grouplens.org/datasets/movielens/ml-10m.zip)
– ratings.dat
– users.dat
– movies.dat
29
Transfer Data to Hadoop Cluster
wget http://files.grouplens.org/datasets/movielens/ml-10m.zip
30
Change data format
31
Upload Data to Amazon S3
hadoop fs -put movies.csv s3://imcinstitute/data
32
Running Hive from CLI
33
Running Hive from Hue
34
Running Example
https://github.com/myui/hivemall/wiki/MovieLens-Dataset
35
Data Challenge
Thanachart Numnonda, thanachart@imcinstitute.com Feb 2015Big Data Hadoop on Amazon EMR – Hands On Workshop
Flight Details Data
http://stat-computing.org/dataexpo/2009/the-data.html
Thanachart Numnonda, thanachart@imcinstitute.com Feb 2015Big Data Hadoop on Amazon EMR – Hands On Workshop
Data Description
Thanachart Numnonda, thanachart@imcinstitute.com Feb 2015Big Data Hadoop on Amazon EMR – Hands On Workshop
Snapshot of Dataset
39
Register for the
challenge
40
Registration
Provide your name, organization, mobile, e-mail
address
On-site registartion at 17.00 pm, 13 March
E-mail: contact@imcinstitute.com
Facebook message to Thanachart Numnonda
Your username & password & key & public DNS will
be send to your e-mail by 6 am, 14 March
41
On-line communication
Facebook Group: Hadoop-Thailand
Line group
Facebook message
E-mail to contact@imcinstitute.com
42
www.facebook.com/imcinstitute
43
Thank you
thanachart@imcinstitute.com
www.facebook.com/imcinstitute
www.slideshare.net/imcinstitute
www.thanachart.org

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