FOR A FEW TERABYTES MORE THE GOOD, THE …...FOR A FEW TERABYTES MORE – THE GOOD, THE BAD and THE...

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FOR A FEW TERABYTES MORE THE GOOD, THE BAD and THE BIG DATA Cenk Kiral Senior Director of BI&EPM solutions ECEMEA region

Transcript of FOR A FEW TERABYTES MORE THE GOOD, THE …...FOR A FEW TERABYTES MORE – THE GOOD, THE BAD and THE...

FOR A FEW TERABYTES MORE –

THE GOOD, THE BAD and THE BIG DATA

Cenk Kiral

Senior Director of BI&EPM solutions – ECEMEA region

Big Data Buzz

“Big data, analytics get even bigger, hotter in 2012” InfoWorld – 12/30/11

“The promise of big data” Intelligent Utility - 8/28/11

“Are you ready for the era of big data?” McKinsey Quarterly - 11/11

“Health care is next frontier for big data” Wall Street Journal – 1/19/12

“Big data: science’s microscope of the 21st century” Business Week – 11/8/11

“Decisions, decisions…will big data have big impact?” Financial Times – 1/24/12

Source: McKinsey Global Institute 2011 May

30 billion Pieces of content shared

On Facebook every month

5 billion Mobile phones

in use in 2010

$600 To buy a disk drive that can

store all of the world’s music

40% Projected growth in global data

Generated per year vs. 5% Growth in global

IT spending

235 Terabytes data collected by the US

Library of Congress in April 2011 15 out of 17

Sectors in the US have more data

stored per company than the US

Library of congress

Big Data – a growing torrent

Why Is Big Data Important?

Source: * McKinsey Global Institute: Big Data – The next frontier for innovation, competition and productivity (May 2011)

US HEALTH CARE

$300 B

“In a big data world, a competitor that fails to sufficiently

develop its capabilities will be left behind.”

Increase industry

value per year by

McKinsey Global Institute

US RETAIL

60+%

Increase net

margin by

MANUFACTURING

–50%

Decrease dev.,

assembly costs by

GLOBAL PERSONAL

LOCATION DATA

$100 B

Increase service

provider revenue by

EUROPE PUBLIC

SECTOR ADMIN

€250 B

Increase industry

value per year by

30 million sensors

30% annual growth rate

It’s About the Devices….

What Does This Mean for Business

Logistics – Smart

Routing

Remote Medical Monitoring Insurance – Pay as you Drive

Off-Shore Renewable energy

Smart Customers

Low Carbon

Generation Traditional Generation

Transmission & Distribution

Energy Retail

Smart Transmission Substation Smart Transmission Substation

Smart Distribution Substation

Smart Distribution Substation

Electric Vehicles

H

o

m

e

A

r

e

a

N

e

t

w

o

r

k

From other Grids Sens

ors,

Smar

t

switc

hes

Nuclear

Solar farms Wind

New Sensors / Distributed Computing on

Transmission and Distribution Lines

alert operators, fix problems, integrate large-scale renewables generation

Smart Meters and Home Networks help

customers use energy wisely, mitigate peak

demand, integrate local renewables

Utilities – Smart grid

What Makes it Big Data?

VOLUME VELOCITY VARIETY VALUE

SOCIAL

BLOG

SMART

METER

101100101001

001001101010

101011100101

010100100101

Big Data Use Cases

Today’s Challenge New Data What’s Possible

Healthcare

Expensive office visits Remote patient monitoring

Preventive care, reduced

hospitalization

Manufacturing

In-person support Product sensors Automated diagnosis, support

Location-Based Services

Based on home zip code Real time location data

Geo-advertising, traffic, local

search

Public Sector

Standardized services Citizen surveys

Tailored services,

cost reductions

Retail

One size fits all marketing Social media

Sentiment analysis

segmentation

Growth in Enterprise Unstructured Data

How will the

amount of

unstructured

data change

over next 3

years? 4%

2%

6%

9%

47%

33%

Don't know/unsure

Decrease significantly

Decrease moderately

No change

Increase moderately

Increase significantly

Source: Unisphere Research, 2011

Value of Unstructured Data

How important

is unstructured

data to your

business?

Extremely important;

18% Don't know

unsure, 6%

Not important today; 8% Very

important; 39%

Somewhat important;

30%

Source: Unisphere Research, 2011

Unstructured Data

Actually, some of this data is structured (XML, ...)

But it is not in table/column (relational) format

Structured Data

Unstructured Data

85% of data acquired is unstructured

• Field Service notes

• Tech Support memos

• Call center narrative

• Customer comments

• Memos, letters, notes, reports

• E-mail • HTML

documents • PDF documents

• Financial reports

• Product sheets

• Exported data

• News feeds • Web sites • Transcripts • Research data

Oracle Endeca Information Discovery A platform for provisioning data discovery applications across the enterprise

Endeca Information Discovery

helps organizations quickly

explore all relevant data

• Combine structured & unstructured

data from disparate systems

• Automatically organize information

for search, discovery & analysis

• Rapidly assemble easy to use

analysis applications

Faceted Data Model

Integration Enrichment Indexing

Unified

Querying

Interactive

Exploration

App

Composition

Oracle NoSQL

Database

HDFS

Enterprise

Applications Oracle Data Integrator

Oracle Big Data Connectors

Hadoop (MapReduce)

Oracle Integrated Solution Stack for Big Data

ACQUIRE ORGANIZE DECIDE

Analytic

Applications

ANALYZE

In-D

ata

base

An

aly

tics

Data

Warehouse

Exadata Exalytics

Usage Model

ACQUIRE ORGANIZE DECIDE ANALYZE

Big Data

Appliance

Oracle Exalytics Hardware

Engineered for extreme analytics

•40 Intel processor cores

•1 Terabyte main memory

•40 Gb InfiniBand connection to Oracle Exadata

Oracle Exalytics Software

•Oracle TimesTen In-Memory Database

‒Adaptive in-memory caching of analytics

‒In-memory columnar compression

‒Tightly integrated with Oracle Exadata

‒Enables speed-of-thought visualization

•Oracle Business Intelligence Foundation Suite