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Focal Point – How to Adjust Your Analytical Lens

The Briefing Room
Welcome

Host:
Eric Kavanagh
eric.kavanagh@bloorgroup.com

Twitter Tag: #briefr

The Briefing Room
Mission

!   Reveal the essential characteristics of enterprise software,
good and bad
!   Provide a forum for detailed analysis of today s innovative
technologies
!   Give vendors a chance to explain their product to savvy
analysts
!   Allow audience members to pose serious questions... and get
answers!

Twitter Tag: #briefr

The Briefing Room
Topics

This Month: ANALYTICS
October: DATA PROCESSING
November: DATA DISCOVERY &
VISUALIZATION

Twitter Tag: #briefr

The Briefing Room
Analytics

Data

TOOLS

Visualization

DISCOVERY

YREVOCSID

Twitter Tag: #briefr

PERSPECTIVE

The Briefing Room
Analyst: Richard Winter
Richard Winter is an industry expert in large scale data
management and big data, architecture and
implementation with over 25 years of experience. As
President of WinterCorp, he advises executives on their
strategies and critical projects, focusing on scalability,
performance and availability in big data, data analytics
and data warehousing. Mr. Winter is a frequent author
and speaker, and leads seminars and structured
workshops on scalability management, including the
architecture and selection of big data, analytic data and
data warehouse platforms, and on the development of
big data solutions. Mr. Winter also has extensive
experience in the creation, direction and evaluation of
pilot systems; proofs-of-concept; benchmarks; and,
other performance measurement and systems
engineering projects relating to analytic data platforms
and solutions.

Twitter Tag: #briefr

The Briefing Room
Teradata
!   Teradata is known for its analytics data solutions with a
focus on integrated data warehousing, big data analytics
and business applications
!   It offers a broad suite of technology platforms and solutions
and a wide range of data management applications
!   The Teradata Aster Discovery Platform was designed
specifically to help business users navigate big data

Twitter Tag: #briefr

The Briefing Room
Guest: Chris Twogood

Chris Twogood is Vice President of Product and Services
Marketing for Teradata Corporation. He is responsible for
marketing Teradata products (database, utilities and
platform), Teradata services (professional and customer
services), plus technical field sales support teams. Chris has 25
years of experience in the computer industry specializing in
data warehousing, decision support, customer management,
and appliance platforms. He started his career with NCR in
retail Point of Sale solutions (POS), and then moved to AT&T to
manage channel development and strategic partners. At
Teradata, Chris has had roles that span Strategy, Application
Definition, Marketing, Product Requirements/Management,
Platform Solutions, and Product Marketing.

Twitter Tag: #briefr

The Briefing Room
ADJUST YOUR ANALYTICAL LENS
WITH ASTER DISCOVERY PLATFORM
Chris Twogood
VP, Product & Services Marketing, Teradata
Seeing Your Business in High-Definition
Ø  DATA enables INSIGHTS which drive ACTIONS to
provide BUSINESS ADVANTAGE thru BETTER
DECISIONS
Ø  Big Data is DATA. It “adds to” the depth and types of
INSIGHTS ... But the rest of the story is the SAME
Ø  However,
•  the economics have changed, increasing the amount of
data you can capture
•  the tools have been enhanced, expanding the data types
you can analyze
•  The architecture framework has evolved so you can
use the right tool for the right job

10

9/10/13
UNIFIED DATA ARCHITECTURE
ERP

MANAGE

MOVE

ACCESS
Marketing

Marketing
Executives

Applications

Operational
Systems

SCM

INTEGRATED DATA WAREHOUSE
CRM

Images

DATA
PLATFORM

Business
Intelligence

Audio
and Video

Data
Mining

Frontline
Workers

Customers
Partners

Engineers
Machine
Logs

DISCOVERY PLATFORM

Math
and Stats

Data
Scientists

Text
Languages

Business
Analysts'

Web and
Social

USERS
SOURCES

APPLICATIONS
UNIFIED DATA ARCHITECTURE
ERP

MANAGE

MOVE

ACCESS
Marketing

Marketing
Executives

Applications

Operational
Systems

SCM

INTEGRATED DATA WAREHOUSE
CRM

Images

DATA
PLATFORM

Business Intelligence
Predictive Analytics

Business
Intelligence

Operational Intelligence
Audio
and Video

Machine
Logs

Text

Fast Loading
Data
Mining

Filtering and
Processing

Online Archival

Customers
Partners

Engineers

DISCOVERY PLATFORM

Math
and Stats

Data
Scientists

Data Discovery
Path, graph, time-series analysis

Web and
Social

Frontline
Workers

Languages

Business
Analysts'

Pattern Detection
USERS

SOURCES

APPLICATIONS
TERADATA UNIFIED DATA ARCHITECTURE

ERP

VIEWPOINT
TVI
MDM

CONNECTORS
UNITY

SQL-H, UNITY,
SMART LOADER

Marketing

Marketing
Executives

Applications

Operational
Systems

SCM

INTEGRATED DATA WAREHOUSE
CRM

Images

Audio
and Video

DATA
PLATFORM

TERADATA
DATABASE

TERADATA
PORTFOLIO FOR
HADOOP

Business
Intelligence

Data
Mining

Frontline
Workers

Customers
Partners

Engineers
Machine
Logs

DISCOVERY PLATFORM

Math
and Stats

Data
Scientists

Text

Web and
Social

TERADATA ASTER
DATABASE

Languages

Business
Analysts'

USERS
SOURCES

APPLICATIONS
Teradata Aster Discovery Platform
DATA SOURCES

NonRelational
Data
MultiStructured
Data

Structured
Data

OLTP
DBMS’s

14

9/10/13

DISCOVERY

Discovery
Platform
•  Structured and
multi-structured
data
•  Doesn’t require
extensive data
modeling
•  Doesn’t balance the
books
•  Data quality can be
good enough
•  No stringent SLAs

DISCOVERY TOOLS
SQL, MapReduce, Graph,
Stats, ML

USERS

Data
Scientist

Custom Development

Analytic Applications

•  Fraud patterns
•  Customer behavior
•  Digital marketing
optimization

Business
Analyst

Business
Users
Discovery Process Requirements

Business
Users

Data
Acquisition

Data
Preparation

Analysis

Visualization

Data
Scientist

Rapid Exploration
Fail Fast and Discovery More
15

9/10/13
Teradata Aster Discovery Platform 5.10

16

9/10/13
What’s New – Aster Discovery Platform 5.10
Aster Lens

Interactive Web Application that enables:
Ø  Enterprise consumers to
find, view and share
insights generated by Data
Analysts
Ø  Data Analysts to publish
results of analytics
performed on Teradata
Aster Discovery Platform
Ø  Organizations to move
from big data science
experiments to increasing
business impact

17

9/10/13
ASTER LENS DEMO
Coming Soon…Aster Discovery Platform 6

Next Generation Discovery Platform
Architecture
”Industry’s First Purpose-Built Platform for Big Data Analytics & Discovery”

Ø  New Processing & Storage Architecture for Discovery
Ø  New Integrated Analytic Engines
Ø  New Data Store

19

9/10/13
What’s New – Teradata Portfolio For Hadoop
TERADATA PORTFOLIO FOR HADOOP
”Taking Hadoop from Silicon Valley to Main Street”

• Most Trusted and Flexible Hadoop Platforms for Your
Next-Generation Unified Data Architecture™
1.  Teradata Aster Big Analytics Appliance
2.  Teradata Appliance for Hadoop
3.  Teradata Commodity Offering with Dell
4.  Hortonworks Data Platform software-only support resell

• Complete consulting and training capability
> Big Analytics Services—across the UDA
> Data Integration Optimization—ETL, ELT across the UDA
> Hadoop deployment and mentoring
> Teradata delivering Hortonworks training
> Hadoop Managed Services—operations and administration

• Customer Support for Hadoop
> World-class Teradata customer support, backed by Hortonworks
20

9/10/13
TERADATA ASTER WINS STEVIE PEOPLE'S CHOICE
AWARD FOR FAVORITE NEW PRODUCT OF 2013

FAVORITE BUSINESS INTELLIGENCE SOFTWARE TERADATA ASTER DISCOVERY PLATFORM 5.10
21

9/10/13
Q&A

22

9/10/13
Perceptions & Questions

Analyst:
Richard Winter

Twitter Tag: #briefr

The Briefing Room
W

I

N

T

E

R

C

O

R

P

Data Discovery
The Path to Value from Data
Richard Winter
WinterCorp
September 10, 2013
V1

THE LARGE SCALE DATA MANAGEMENT EXPERTS
How Do We Get
Significant Additional Value from Data?

1.  New  Insights	
2.  New  Analytics  or  Tools	
3.  New  Data	

WINTERCORP: THE LARGE SCALE DATA MANAGEMENT EXPERTS
©  2010,  2011,  2012    WINTER  CORPORATION,  CAMBRIDGE  MA.    ALL  RIGHTS  RESERVED.	
©2010 Winter Corporation. All AMBRIDGEReserved.
©  2012,  2013    WINTER  CORPORATION,  C Rights   MA.    ALL  RIGHTS  RESERVED.	

25!
What is Data Discovery?
New  
Insights	

New  
Algorithms	

Discover	

Imple-­‐‑
ment	

Business  
Results	

New  Tools	

New  Data	

•  Improved  Business  Process	
•  New  product  or  strategy	
•  More  effective  decisions	
	

WINTERCORP: THE LARGE SCALE DATA MANAGEMENT EXPERTS
©  2010,  2011,  2012    WINTER  CORPORATION,  CAMBRIDGE  MA.    ALL  RIGHTS  RESERVED.	
©2010 Winter Corporation. All AMBRIDGEReserved.
©  2012,  2013    WINTER  CORPORATION,  C Rights   MA.    ALL  RIGHTS  RESERVED.	

26!
What is Different Lately?

1.  Many  new  sources  &  types  of  data	
2.  New  economics	
3.  New  analytical  tools	
4.  New  visualization  tools	
5.  Huge  volumes	

WINTERCORP: THE LARGE SCALE DATA MANAGEMENT EXPERTS
©  2010,  2011,  2012    WINTER  CORPORATION,  CAMBRIDGE  MA.    ALL  RIGHTS  RESERVED.	
©2010 Winter Corporation. All AMBRIDGEReserved.
©  2012,  2013    WINTER  CORPORATION,  C Rights   MA.    ALL  RIGHTS  RESERVED.	

27!
Where Does Discovery Occur?

Hadoop	

Storage	
Processing/Refining	
Archiving	
Analytics	
	

Discovery  
Platform	

Data  
Warehouse	

Analytics	
	

Repeatable  Use	
Query	
Reporting	
Decisioning	
Analytics	
	

WINTERCORP: THE LARGE SCALE DATA MANAGEMENT EXPERTS
©  2010,  2011,  2012    WINTER  CORPORATION,  CAMBRIDGE  MA.    ALL  RIGHTS  RESERVED.	
©2010 Winter Corporation. All AMBRIDGEReserved.
©  2012,  2013    WINTER  CORPORATION,  C Rights   MA.    ALL  RIGHTS  RESERVED.	

28!
Questions
1.  You  have  defined  a  role  for  a  discovery  platform,  separate  from  
Hadoop  and  also  separate  from  the  data  warehouse.  But  both  
Hadoop  and  the  data  warehouse  provide  data  analytics.  What  
does  the  customer  get  from  the  separate  discovery  platform  that  is  
not  readily  available  elsewhere?    In  other  words,  what  is  the  
benefit  of  having  a  separate  platform  for  discovery?  	
2.  What  types  of  data  is  the  Aster  platform  able  to  store  and  analyze  
efficiently?  For  example,  does  it  have  any  special  capabilities  for  
text  analytics?  Image?	
3.  A  central  idea  in  discovery  is  that  new  sources  of  data  are  readily  
explored.  How  does  the  Aster  platform  make  that  especially  
easy?  And  how  do  customers  govern  their  discovery  environment  
to  keep  it  from  becoming  difficult?	
WINTERCORP: THE LARGE SCALE DATA MANAGEMENT EXPERTS
©  2010,  2011,  2012    WINTER  CORPORATION,  CAMBRIDGE  MA.    ALL  RIGHTS  RESERVED.	
©2010 Winter Corporation. All AMBRIDGEReserved.
©  2012,  2013    WINTER  CORPORATION,  C Rights   MA.    ALL  RIGHTS  RESERVED.	

29!
Questions
4.  In  data  discovery,  it  is  important  to  fail  fast  and  go  on  to  the  next  
possibility.  How  does  the  Aster  platform  help  with  this  problem?
	
5.  Data  visualization  is  an  important  aspect  of  data  discovery:  
sometimes  when  the  investigator  sees  the  visualization,  the  key  
insight  follows.  Can  you  speak  to  some  of  the  new  and  distinct  
visualizations?	
6.  Aster  features  SQL/MR,  a  unique  integration  of  SQL  and  
MapReduce.  Several  other  platforms  offer  one  or  both  of  these,  
but  not  integrated.  Can  you  give  an  example  where  the  
integration  of  the  two  adds  really  significant  value  for  the  
customer?	

WINTERCORP: THE LARGE SCALE DATA MANAGEMENT EXPERTS
©  2010,  2011,  2012    WINTER  CORPORATION,  CAMBRIDGE  MA.    ALL  RIGHTS  RESERVED.	
©2010 Winter Corporation. All AMBRIDGEReserved.
©  2012,  2013    WINTER  CORPORATION,  C Rights   MA.    ALL  RIGHTS  RESERVED.	

30!
Twitter Tag: #briefr

The Briefing Room
Upcoming Topics

September: ANALYTICS
October: DATA PROCESSING
November: DATA DISCOVERY &
VISUALIZATION
www.insideanalysis.com

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The Briefing Room
Thank You
for Your
Attention

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Focal Point: How to Adjust Your Analytical Lens

  • 1. Focal Point – How to Adjust Your Analytical Lens The Briefing Room
  • 3. Mission !   Reveal the essential characteristics of enterprise software, good and bad !   Provide a forum for detailed analysis of today s innovative technologies !   Give vendors a chance to explain their product to savvy analysts !   Allow audience members to pose serious questions... and get answers! Twitter Tag: #briefr The Briefing Room
  • 4. Topics This Month: ANALYTICS October: DATA PROCESSING November: DATA DISCOVERY & VISUALIZATION Twitter Tag: #briefr The Briefing Room
  • 6. Analyst: Richard Winter Richard Winter is an industry expert in large scale data management and big data, architecture and implementation with over 25 years of experience. As President of WinterCorp, he advises executives on their strategies and critical projects, focusing on scalability, performance and availability in big data, data analytics and data warehousing. Mr. Winter is a frequent author and speaker, and leads seminars and structured workshops on scalability management, including the architecture and selection of big data, analytic data and data warehouse platforms, and on the development of big data solutions. Mr. Winter also has extensive experience in the creation, direction and evaluation of pilot systems; proofs-of-concept; benchmarks; and, other performance measurement and systems engineering projects relating to analytic data platforms and solutions. Twitter Tag: #briefr The Briefing Room
  • 7. Teradata !   Teradata is known for its analytics data solutions with a focus on integrated data warehousing, big data analytics and business applications !   It offers a broad suite of technology platforms and solutions and a wide range of data management applications !   The Teradata Aster Discovery Platform was designed specifically to help business users navigate big data Twitter Tag: #briefr The Briefing Room
  • 8. Guest: Chris Twogood Chris Twogood is Vice President of Product and Services Marketing for Teradata Corporation. He is responsible for marketing Teradata products (database, utilities and platform), Teradata services (professional and customer services), plus technical field sales support teams. Chris has 25 years of experience in the computer industry specializing in data warehousing, decision support, customer management, and appliance platforms. He started his career with NCR in retail Point of Sale solutions (POS), and then moved to AT&T to manage channel development and strategic partners. At Teradata, Chris has had roles that span Strategy, Application Definition, Marketing, Product Requirements/Management, Platform Solutions, and Product Marketing. Twitter Tag: #briefr The Briefing Room
  • 9. ADJUST YOUR ANALYTICAL LENS WITH ASTER DISCOVERY PLATFORM Chris Twogood VP, Product & Services Marketing, Teradata
  • 10. Seeing Your Business in High-Definition Ø  DATA enables INSIGHTS which drive ACTIONS to provide BUSINESS ADVANTAGE thru BETTER DECISIONS Ø  Big Data is DATA. It “adds to” the depth and types of INSIGHTS ... But the rest of the story is the SAME Ø  However, •  the economics have changed, increasing the amount of data you can capture •  the tools have been enhanced, expanding the data types you can analyze •  The architecture framework has evolved so you can use the right tool for the right job 10 9/10/13
  • 11. UNIFIED DATA ARCHITECTURE ERP MANAGE MOVE ACCESS Marketing Marketing Executives Applications Operational Systems SCM INTEGRATED DATA WAREHOUSE CRM Images DATA PLATFORM Business Intelligence Audio and Video Data Mining Frontline Workers Customers Partners Engineers Machine Logs DISCOVERY PLATFORM Math and Stats Data Scientists Text Languages Business Analysts' Web and Social USERS SOURCES APPLICATIONS
  • 12. UNIFIED DATA ARCHITECTURE ERP MANAGE MOVE ACCESS Marketing Marketing Executives Applications Operational Systems SCM INTEGRATED DATA WAREHOUSE CRM Images DATA PLATFORM Business Intelligence Predictive Analytics Business Intelligence Operational Intelligence Audio and Video Machine Logs Text Fast Loading Data Mining Filtering and Processing Online Archival Customers Partners Engineers DISCOVERY PLATFORM Math and Stats Data Scientists Data Discovery Path, graph, time-series analysis Web and Social Frontline Workers Languages Business Analysts' Pattern Detection USERS SOURCES APPLICATIONS
  • 13. TERADATA UNIFIED DATA ARCHITECTURE ERP VIEWPOINT TVI MDM CONNECTORS UNITY SQL-H, UNITY, SMART LOADER Marketing Marketing Executives Applications Operational Systems SCM INTEGRATED DATA WAREHOUSE CRM Images Audio and Video DATA PLATFORM TERADATA DATABASE TERADATA PORTFOLIO FOR HADOOP Business Intelligence Data Mining Frontline Workers Customers Partners Engineers Machine Logs DISCOVERY PLATFORM Math and Stats Data Scientists Text Web and Social TERADATA ASTER DATABASE Languages Business Analysts' USERS SOURCES APPLICATIONS
  • 14. Teradata Aster Discovery Platform DATA SOURCES NonRelational Data MultiStructured Data Structured Data OLTP DBMS’s 14 9/10/13 DISCOVERY Discovery Platform •  Structured and multi-structured data •  Doesn’t require extensive data modeling •  Doesn’t balance the books •  Data quality can be good enough •  No stringent SLAs DISCOVERY TOOLS SQL, MapReduce, Graph, Stats, ML USERS Data Scientist Custom Development Analytic Applications •  Fraud patterns •  Customer behavior •  Digital marketing optimization Business Analyst Business Users
  • 16. Teradata Aster Discovery Platform 5.10 16 9/10/13
  • 17. What’s New – Aster Discovery Platform 5.10 Aster Lens Interactive Web Application that enables: Ø  Enterprise consumers to find, view and share insights generated by Data Analysts Ø  Data Analysts to publish results of analytics performed on Teradata Aster Discovery Platform Ø  Organizations to move from big data science experiments to increasing business impact 17 9/10/13
  • 19. Coming Soon…Aster Discovery Platform 6 Next Generation Discovery Platform Architecture ”Industry’s First Purpose-Built Platform for Big Data Analytics & Discovery” Ø  New Processing & Storage Architecture for Discovery Ø  New Integrated Analytic Engines Ø  New Data Store 19 9/10/13
  • 20. What’s New – Teradata Portfolio For Hadoop TERADATA PORTFOLIO FOR HADOOP ”Taking Hadoop from Silicon Valley to Main Street” • Most Trusted and Flexible Hadoop Platforms for Your Next-Generation Unified Data Architecture™ 1.  Teradata Aster Big Analytics Appliance 2.  Teradata Appliance for Hadoop 3.  Teradata Commodity Offering with Dell 4.  Hortonworks Data Platform software-only support resell • Complete consulting and training capability > Big Analytics Services—across the UDA > Data Integration Optimization—ETL, ELT across the UDA > Hadoop deployment and mentoring > Teradata delivering Hortonworks training > Hadoop Managed Services—operations and administration • Customer Support for Hadoop > World-class Teradata customer support, backed by Hortonworks 20 9/10/13
  • 21. TERADATA ASTER WINS STEVIE PEOPLE'S CHOICE AWARD FOR FAVORITE NEW PRODUCT OF 2013 FAVORITE BUSINESS INTELLIGENCE SOFTWARE TERADATA ASTER DISCOVERY PLATFORM 5.10 21 9/10/13
  • 23. Perceptions & Questions Analyst: Richard Winter Twitter Tag: #briefr The Briefing Room
  • 24. W I N T E R C O R P Data Discovery The Path to Value from Data Richard Winter WinterCorp September 10, 2013 V1 THE LARGE SCALE DATA MANAGEMENT EXPERTS
  • 25. How Do We Get Significant Additional Value from Data? 1.  New  Insights 2.  New  Analytics  or  Tools 3.  New  Data WINTERCORP: THE LARGE SCALE DATA MANAGEMENT EXPERTS ©  2010,  2011,  2012    WINTER  CORPORATION,  CAMBRIDGE  MA.    ALL  RIGHTS  RESERVED. ©2010 Winter Corporation. All AMBRIDGEReserved. ©  2012,  2013    WINTER  CORPORATION,  C Rights  MA.    ALL  RIGHTS  RESERVED. 25!
  • 26. What is Data Discovery? New   Insights New   Algorithms Discover Imple-­‐‑ ment Business   Results New  Tools New  Data •  Improved  Business  Process •  New  product  or  strategy •  More  effective  decisions WINTERCORP: THE LARGE SCALE DATA MANAGEMENT EXPERTS ©  2010,  2011,  2012    WINTER  CORPORATION,  CAMBRIDGE  MA.    ALL  RIGHTS  RESERVED. ©2010 Winter Corporation. All AMBRIDGEReserved. ©  2012,  2013    WINTER  CORPORATION,  C Rights  MA.    ALL  RIGHTS  RESERVED. 26!
  • 27. What is Different Lately? 1.  Many  new  sources  &  types  of  data 2.  New  economics 3.  New  analytical  tools 4.  New  visualization  tools 5.  Huge  volumes WINTERCORP: THE LARGE SCALE DATA MANAGEMENT EXPERTS ©  2010,  2011,  2012    WINTER  CORPORATION,  CAMBRIDGE  MA.    ALL  RIGHTS  RESERVED. ©2010 Winter Corporation. All AMBRIDGEReserved. ©  2012,  2013    WINTER  CORPORATION,  C Rights  MA.    ALL  RIGHTS  RESERVED. 27!
  • 28. Where Does Discovery Occur? Hadoop Storage Processing/Refining Archiving Analytics Discovery   Platform Data   Warehouse Analytics Repeatable  Use Query Reporting Decisioning Analytics WINTERCORP: THE LARGE SCALE DATA MANAGEMENT EXPERTS ©  2010,  2011,  2012    WINTER  CORPORATION,  CAMBRIDGE  MA.    ALL  RIGHTS  RESERVED. ©2010 Winter Corporation. All AMBRIDGEReserved. ©  2012,  2013    WINTER  CORPORATION,  C Rights  MA.    ALL  RIGHTS  RESERVED. 28!
  • 29. Questions 1.  You  have  defined  a  role  for  a  discovery  platform,  separate  from   Hadoop  and  also  separate  from  the  data  warehouse.  But  both   Hadoop  and  the  data  warehouse  provide  data  analytics.  What   does  the  customer  get  from  the  separate  discovery  platform  that  is   not  readily  available  elsewhere?    In  other  words,  what  is  the   benefit  of  having  a  separate  platform  for  discovery?   2.  What  types  of  data  is  the  Aster  platform  able  to  store  and  analyze   efficiently?  For  example,  does  it  have  any  special  capabilities  for   text  analytics?  Image? 3.  A  central  idea  in  discovery  is  that  new  sources  of  data  are  readily   explored.  How  does  the  Aster  platform  make  that  especially   easy?  And  how  do  customers  govern  their  discovery  environment   to  keep  it  from  becoming  difficult? WINTERCORP: THE LARGE SCALE DATA MANAGEMENT EXPERTS ©  2010,  2011,  2012    WINTER  CORPORATION,  CAMBRIDGE  MA.    ALL  RIGHTS  RESERVED. ©2010 Winter Corporation. All AMBRIDGEReserved. ©  2012,  2013    WINTER  CORPORATION,  C Rights  MA.    ALL  RIGHTS  RESERVED. 29!
  • 30. Questions 4.  In  data  discovery,  it  is  important  to  fail  fast  and  go  on  to  the  next   possibility.  How  does  the  Aster  platform  help  with  this  problem? 5.  Data  visualization  is  an  important  aspect  of  data  discovery:   sometimes  when  the  investigator  sees  the  visualization,  the  key   insight  follows.  Can  you  speak  to  some  of  the  new  and  distinct   visualizations? 6.  Aster  features  SQL/MR,  a  unique  integration  of  SQL  and   MapReduce.  Several  other  platforms  offer  one  or  both  of  these,   but  not  integrated.  Can  you  give  an  example  where  the   integration  of  the  two  adds  really  significant  value  for  the   customer? WINTERCORP: THE LARGE SCALE DATA MANAGEMENT EXPERTS ©  2010,  2011,  2012    WINTER  CORPORATION,  CAMBRIDGE  MA.    ALL  RIGHTS  RESERVED. ©2010 Winter Corporation. All AMBRIDGEReserved. ©  2012,  2013    WINTER  CORPORATION,  C Rights  MA.    ALL  RIGHTS  RESERVED. 30!
  • 31. Twitter Tag: #briefr The Briefing Room
  • 32. Upcoming Topics September: ANALYTICS October: DATA PROCESSING November: DATA DISCOVERY & VISUALIZATION www.insideanalysis.com Twitter Tag: #briefr The Briefing Room
  • 33. Thank You for Your Attention Twitter Tag: #briefr The Briefing Room