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Big Data Analytics
David de Santiago
Business Development Manager, Analytics EMEA
Overview

1. Introducing Big Data
2. From data to actionable information
3. Analytics and Cloud Computing
1

Introducing Big Data
Generation

Collection & storage

Analytics & computation

Collaboration & sharing
The cost of data generation
is falling
Lower cost,
higher throughput

Generation

Collection & storage

Analytics & computation

Collaboration & sharing
Lower cost,
higher throughput

Generation

Collection & storage

Analytics & computation

Collaboration & sharing

Highly
constrained
Data volume

Generated data

Available for analysis

Gartner: User Survey Analysis: Key Trends Shaping the Future of Data Center Infrastructure Through 2011
IDC: Worldwide Business Analytics Software 2012–2016 Forecast and 2011 Vendor Shares
Elastic and highly scalable
+
No upfront capital expense
+
Only pay for what you use
+
Available on-demand

=

Remove
constraints
Lower cost,
higher throughput

Generation

Collection & storage

Analytics & computation

Collaboration & sharing

Highly
constrained
Generation

Collection & storage
Accelerated

Analytics & computation

Collaboration & sharing
Big Data
Technologies and techniques for
working productively with data,
at any scale.
2

From data to
actionable information
Per day:
3.5 billion records
13 TB of click stream logs
71 million unique cookies
User bought
recently a home
theatre system

Targeted Ad

And is now
looking at sport
games
Results:
500% return on ad spend
17,000% reduction in procurement time
“We couldn’t have done it”
Finding signal in the noise of logs
Identified early mobile usage
Invested heavily in mobile development
In January 2013
9,432,061 unique mobile devices
used the Yelp mobile app.
Other Features powered by EMR:
People Who Viewed this Also Viewed
Review highlights
Auto complete as you type on search
Search spelling suggestions
Top searches
Ads
Open web index.
3.4 billion records.
Available to all.
Tweeting about Flu

You Are What You Tweet: Analyzing Twitter for Public Health. M. J. Paul and M. Dredze, 2011
Full parse for impact of
social networks
300 lines of Ruby code.
14 hours.
$100.
3

Analytics and
Cloud Computing
Generation

Collection & storage

Analytics & computation

Collaboration & sharing
Generation

Collection & storage

Analytics & computation

Collaboration & sharing

S3, Glacier,
Storage Gateway,
DynamoDB,
Redshift, RDS,
HBase
Generation

Collection & storage

Analytics & computation

Collaboration & sharing

EC2 &
Elastic MapReduce
Generation

Collection & storage

Analytics & computation

Collaboration & sharing

EC2 & S3,
CloudFormation,
Elastic MapReduce,
RDS, DynamoDB, Redshift
Amazon Redshift

Fully Managed Data Warehouse
Scales to 1.6PB

Faster, Simpler, Cheaper
Amazon Redshift

Effective
Hourly Price
Per TB

Effective
Annual Price
per TB

On-Demand

$ 0.425

$ 3,723

1 Year Reservation

$ 0.250

$ 2,190

3 Year Reservation

$ 0.114

$

999
“TOWARDS THE END OF
LAST YEAR OUR DATA
VOLUMES LITERALLY
BROKE THE EXISTING
DATABASE. WE WERE NO
LONG ABLE TO SCALE THE
DATABASE OR DO ANYTHING
USEFUL; LIKE RUNNING
QUERIES”
“Two months to migrate to Amazon Redshift.”
Greg Johnson, Head of Analytics, Nokia
Elastic Map Reduce: How does it work?

1. Put the data
into S3 (or HDFS)

S3

EMR Cluster

EMR

3. Get the
results

2. Launch your cluster.
Choose:
• Hadoop distribution
• How many nodes
• Node type (hi-CPU,
hi-memory, etc.)
• Hadoop apps (Hive,
Pig, HBase)
Elastic Map Reduce: How does it work?

EMR Cluster
S3

EMR

You can
easily resize
the cluster
Elastic Map Reduce: How does it work?

EMR Cluster
S3

EMR

Use Spot
nodes to
save time
and money
Elastic Map Reduce: How does it work?

EMR Cluster
S3

EMR

Launch parallel clusters
against the same data
source (tune for the
workload)
Elastic Map Reduce: How does it work?

S3

EMR Cluster

When the work is complete,
you can terminate the cluster
(and stop paying)
Thousands of Customers, 5+ Million Clusters
Give it a try.
Cost to run a 100-node EMR cluster:
£4.90 / hour
Generation

Collection & storage
AWS Data Pipeline

Analytics & computation

Collaboration & sharing

S3, Glacier,
Storage Gateway,
DynamoDB,
Redshift, RDS,
HBase

EC2 &
Elastic MapReduce

EC2 & S3,
CloudFormation,
Elastic MapReduce,
RDS, DynamoDB, Redshift
AWS Data Pipeline

Data-intensive orchestration and automation
Reliable and scheduled
Easy to use, drag and drop
Execution and retry logic
Map data dependencies
Create and manage temporary compute
resources
Anatomy of a pipeline
Arbitrarily complex pipelines
Thanks.
daviddes@amazon.co.uk

To Learn More:
aws.amazon.com/elasticmapreduce
aws.amazon.com/datapipeline
aws.amazon.com/big-data
aws.amazon.com/redshift
aws.amazon.com/rds
Thank you!

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