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We do Hadoop together. 
Page 1 © Hortonworks Inc. 2011 – 2014. All Rights Reserved
Modern Data Architecture for 
Risk Management 
Page 2 © Hortonworks Inc. 2011 – 2014. All Rights Reserved 
with Splunk® and Apache™ Hadoop®
Quick Housekeeping 
Q&A box is available for your questions 
Webinar will be recorded for future viewing 
Thank you for joining! 
Page 3 © Hortonworks Inc. 2011 – 2014. All Rights Reserved
Your Presenters 
• Brett Sheppard (@zettaforce) 
– Director, Big Data, Splunk 
– Previously analyst at Gartner and DoD 
– Big data and enterprise architectures 
• Steve Nunez 
– Solution Principal, Hortonworks 
– Working with Hadoop since 2010 global 
insurance company mining analytics from 
hundreds of millions of claims 
– Solution engineer in Silicon valley serving 
enterprise customers
Today’s Topics 
• Drivers for the Modern Data Architecture 
• Advanced Risk Management Analytics 
• Demo: Risk Management with Hunk and Hadoop 
• Q&A 
Page 5 © Hortonworks Inc. 2011 – 2014. All Rights Reserved
Poll: Where are you in your Hadoop journey? 
1. Researching our options 
2. Currently evaluating some software 
3. Deep in a trial 
4. In production with a Hadoop cluster 
5. What’s Hadoop?
Risk 
Management 
Challenges 
What are your bank’s biggest risk management challenges? 
Respondents were asked to select no more than three 
Source: FIS, April 2014
Regulatory 
Costs 
are 
Rising 
Source: NZZ (Switzerland)
A Data Architecture Under Pressure From New Data 
Business 
Analy4cs 
RDBMS 
EDW 
MPP 
© Hortonworks Inc. 2014 
DATA 
SYSTEM 
APPLICATIONS 
REPOSITORIES 
SOURCES 
Exis4ng 
Sources 
(CRM, 
ERP, 
Clickstream, 
Logs) 
Custom 
Applica4ons 
Packaged 
Applica4ons 
2.8 
ZB 
in 
2012 
85% 
from 
New 
Data 
Types 
15x 
Machine 
Data 
by 
2020 
40 
ZB 
by 
2020 
Source: IDC 
OLTP, 
ERP, 
CRM 
Systems 
Unstructured 
documents, 
emails 
Server 
logs 
Clickstream 
Sen?ment, 
Web 
Data 
Sensor. 
Machine 
Data 
Geoloca?on
Hadoop Within An Emerging Modern Data Architecture 
© Hortonworks Inc. 2014 
DEV 
& 
DATA 
TOOLS 
Build & 
Test 
OPERATIONS 
TOOLS 
Provision, 
Manage & 
Monitor 
DATA 
SYSTEM 
REPOSITORIES 
SOURCES 
RDBMS 
EDW 
MPP 
OLTP, 
ERP, 
CRM 
Systems 
Documents, 
Emails 
Web 
Logs, 
Click 
Streams 
Social 
Networks 
Machine 
Generated 
Sensor 
Data 
Geoloca?on 
Data 
Governance 
& Integration 
Security 
Operations 
Data Access 
Data Management 
APPLICATIONS 
Business 
Analy4cs 
Custom 
Applica4ons 
Packaged 
Applica4ons
Hadoop: Typically Used For New Analytic Applications… 
SCALE SCOPE 
New Analytic Apps 
New types of data 
LOB-driven
Clickstream 
Capture and analyze 
website visitors’ data 
trails and optimize 
your website 
© Hortonworks Inc. 2014 
Sensors 
Discover patterns in 
data streaming 
automatically from 
remote sensors and 
machines 
Server Logs 
Research logs to 
diagnose process 
failures and prevent 
security breaches 
Hadoop Value: New types of data 
Sentiment 
Understand how 
your customers feel 
about your brand 
and products – 
right now 
Geographic 
Analyze location-based 
data to 
manage operations 
where they occur 
Unstructured 
Understand patterns 
in files across 
millions of web 
pages, emails, and 
documents
New Analytic Applications For New Types Of Data 
© Hortonworks Inc. 2014 
$ 
• Supplier Consolidation 
• Supply Chain and Logistics 
• Assembly Line Quality Assurance 
• Proactive Maintenance 
• Crowdsourced Quality Assurance 
• New Account Risk Screens 
• Fraud Prevention 
• Trading Risk 
• Maximize Deposit Spread 
• Insurance Underwriting 
• Accelerate Loan Processing 
• Call Detail Records (CDRs) 
• Infrastructure Investment 
• Next Product to Buy (NPTB) 
• Real-time Bandwidth 
Allocation 
• New Product Development 
• 360° View of the Customer 
• Analyze Brand Sentiment 
• Localized, Personalized 
Promotions 
• Website Optimization 
• Optimal Store Layout 
Financial 
Services 
Retail Telecom Manufacturing 
Healthcare Utilities, 
Oil & Gas 
Public 
Sector 
• Genomic data for medical trials 
• Monitor patient vitals 
• Reduce re-admittance rates 
• Store medical research data 
• Recruit cohorts for 
pharmaceutical trials 
• Smart meter stream analysis 
• Slow oil well decline curves 
• Optimize lease bidding 
• Compliance reporting 
• Proactive equipment repair 
• Seismic image processing 
• Analyze public sentiment 
• Protect critical networks 
• Prevent fraud and waste 
• Crowdsource reporting for 
repairs to infrastructure 
• Fulfill open records requests
… And Incrementally Delivers A ‘Data Lake’ 
A Modern Data Architecture/Data Lake 
SCALE SCOPE 
RDBMS 
MPP 
EDW 
New Analytic Apps 
New types of data 
LOB-driven 
Governance 
& Integration 
Security 
Operations 
Data Access 
Data Management 
• Data Lake 
• An architectural shift in the 
data center that uses 
Hadoop to deliver deeper 
insight across a large, broad, 
diverse set of data at efficient 
scale
Example Journey Towards a Data Lake 
© Hortonworks Inc. 2014 
DATA 
VALUE 
Risk Management 
E.g., Fraud Reduction 
Operational Excellence 
E.g., Network 
Maintenance 
Data Lake 
New Business 
E.g., Data as a Product 
Customer Intimacy 
E.g., 360 Degree View 
of the Customer 
TB’s PB PB’s 
DATA LAKE 
An architectural shift in the data 
center that uses Hadoop to deliver 
deep insight across a large, broad, 
diverse set of data at efficient scale
Splunk, Part of the Modern Data Architecture 
Page 16 © Hortonworks Inc. 2014 
• Bi-directional data integration 
between Splunk & HDP 
• Collect data from across the 
organization, deliver it to 
Hadoop for refining data and 
batch analytics 
• Output of Hadoop jobs can be 
imported into Splunk Enterprise 
for rapid analysis and 
visualization 
• Archiving from Splunk 
Enterprise to Hadoop
Joint Value: New Types of Data = New Business Apps 
• Unlock new opportunities via analytic apps built around new types of 
data 
– Sentiment (social media) 
– Clickstream 
– Machine / sensor data 
– Geo / tracking data 
– Web Logs 
– Unstructured (video, pictures, free text) 
• Leverage Splunk platform for indexing / 
analyzing data for new business applications 
• LOB / Business IT oriented 
Page 17 © Hortonworks Inc. 2011 – 2014. All Rights Reserved 
ENTERPRISE 
HADOOP 
PLATFORM 
New 
Sources 
(sen4ment, 
clickstream, 
geo, 
sensor, 
…)
Splunk, Hunk & Hortonworks 
YARN Ready Partner 
Certified on latest release of 
Hortonworks Data Platform 
Existing Sandbox tutorial 
Page 18 © Hortonworks Inc. 2011 – 2014. All Rights Reserved
Hunk + Hortonworks 
INTERACTIVE 
EXPLORATION 
Page 19 © Hortonworks Inc. 2011 – 2014. All Rights Reserved 
FULL-­‐FEATURED 
ANALYTICS 
Explore, 
analyze 
and 
visualize 
data 
in 
HDP 
from 
one 
integrated 
plaLorm 
Simply 
point 
Hunk 
at 
your 
HDP 
cluster(s) 
and 
start 
exploring 
data 
immediately 
Search 
data, 
change 
perspec?ves 
and 
preview 
results 
as 
MapReduce 
jobs 
run 
RICH 
DEVELOPER 
ENVIRONMENT 
Build 
big 
data 
apps 
on 
data 
in 
HDP 
using 
standard 
web 
languages 
and 
frameworks 
FAST 
TO 
DEPLOY 
AND 
DRIVE 
VALUE
© Hortonworks Inc. 2014
Explore, 
Analyze, 
Visualize 
Raw 
Granular 
Data 
Security 
& 
Compliance 
Digital 
Intelligence 
Business 
Risk 
Mgt. 
Analy?cs 
360-­‐degree 
Customer 
View 
Developer Platform (REST API, SDKs) 
Hadoop Client Libraries Hunk Apps 
HDP 
Clusters 
NoSQL 
and 
Other 
Data 
Stores 
Product 
and 
Service 
Analy?cs 
Internet 
of 
Things 
2 
1
Hunk 
Risk 
Management 
Analy?cs 
Preview 
results 
and 
interac?vely 
search 
across 
one 
or 
more 
clusters 
Provides 
more 
meaningful 
representa?on 
of 
underlying 
raw 
machine 
data 
Enables 
non-­‐technical 
users 
to 
build 
complex 
reports 
without 
learning 
the 
search 
language 
Interac4ve 
Search 
Data 
Model 
Pivot
Interac?vely 
Ques?on 
Data 
in 
HDP 
Pause 
means 
stop 
fetching 
results 
Stop 
means 
treat 
the 
current 
results 
as 
final 
and 
end 
the 
MapReduce 
job
Hunk 
Applies 
Schema 
on 
the 
Fly 
• Structure 
applied 
at 
search 
?me 
• No 
bri^le 
schema 
to 
work 
around 
• Automa?cally 
find 
pa^erns 
and 
trends
Dashboards 
for 
Self-­‐Service 
Analy?cs 
Interac?ve 
Dashboards 
and 
Charts 
• Easy-to-use dashboard 
editor 
• Chart overlay 
• Pan and zoom 
• In-dashboard drilldown 
• Embed charts and 
dashboards in 3rd party 
apps
Hortonworks 
+ 
Hunk 
= 
Business 
Value
Hortonworks 
+ 
Hunk 
= 
Business 
Value 
“Splunk’s Hunk is perhaps the most promising technology to deliver a 
true interactive experience. Especially powerful are Splunk’s capabilities for 
discovering the structure of machine data and other unstructured data on the fly.”
About Splunk and Hortonworks 
hortonworks.com/partner/splunk/ 
Get started with Hortonworks Sandbox 
hortonworks.com/hadoop-tutorial/splunk-hunk/ 
Get started with Hunk Sandbox 
splunk.com/hunk 
Follow us: 
@hortonworks @splunk 
Tr y 
Now 
Question & Answer session will be conducted electronically, 
using the panel to the right of your screen
Appendix Slides 
Hunk Demo 
Page 30 © Hortonworks Inc. 2011 – 2014. All Rights Reserved
Risk 
Management 
Visual 
Analy?cs 
31
Drill 
Down 
to 
Raw 
Data 
and 
Correlate 
Across 
Sources 
32
Powerful 
Search 
with 
Point 
and 
Click 
Visualiza?ons 
33
Easy 
to 
Configure 
Hunk 
with 
HDP 
34
Define 
Virtual 
Indexes 
with 
Role-­‐based 
Security 
35

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Splunk-hortonworks-risk-management-oct-2014

  • 1. We do Hadoop together. Page 1 © Hortonworks Inc. 2011 – 2014. All Rights Reserved
  • 2. Modern Data Architecture for Risk Management Page 2 © Hortonworks Inc. 2011 – 2014. All Rights Reserved with Splunk® and Apache™ Hadoop®
  • 3. Quick Housekeeping Q&A box is available for your questions Webinar will be recorded for future viewing Thank you for joining! Page 3 © Hortonworks Inc. 2011 – 2014. All Rights Reserved
  • 4. Your Presenters • Brett Sheppard (@zettaforce) – Director, Big Data, Splunk – Previously analyst at Gartner and DoD – Big data and enterprise architectures • Steve Nunez – Solution Principal, Hortonworks – Working with Hadoop since 2010 global insurance company mining analytics from hundreds of millions of claims – Solution engineer in Silicon valley serving enterprise customers
  • 5. Today’s Topics • Drivers for the Modern Data Architecture • Advanced Risk Management Analytics • Demo: Risk Management with Hunk and Hadoop • Q&A Page 5 © Hortonworks Inc. 2011 – 2014. All Rights Reserved
  • 6. Poll: Where are you in your Hadoop journey? 1. Researching our options 2. Currently evaluating some software 3. Deep in a trial 4. In production with a Hadoop cluster 5. What’s Hadoop?
  • 7. Risk Management Challenges What are your bank’s biggest risk management challenges? Respondents were asked to select no more than three Source: FIS, April 2014
  • 8. Regulatory Costs are Rising Source: NZZ (Switzerland)
  • 9. A Data Architecture Under Pressure From New Data Business Analy4cs RDBMS EDW MPP © Hortonworks Inc. 2014 DATA SYSTEM APPLICATIONS REPOSITORIES SOURCES Exis4ng Sources (CRM, ERP, Clickstream, Logs) Custom Applica4ons Packaged Applica4ons 2.8 ZB in 2012 85% from New Data Types 15x Machine Data by 2020 40 ZB by 2020 Source: IDC OLTP, ERP, CRM Systems Unstructured documents, emails Server logs Clickstream Sen?ment, Web Data Sensor. Machine Data Geoloca?on
  • 10. Hadoop Within An Emerging Modern Data Architecture © Hortonworks Inc. 2014 DEV & DATA TOOLS Build & Test OPERATIONS TOOLS Provision, Manage & Monitor DATA SYSTEM REPOSITORIES SOURCES RDBMS EDW MPP OLTP, ERP, CRM Systems Documents, Emails Web Logs, Click Streams Social Networks Machine Generated Sensor Data Geoloca?on Data Governance & Integration Security Operations Data Access Data Management APPLICATIONS Business Analy4cs Custom Applica4ons Packaged Applica4ons
  • 11. Hadoop: Typically Used For New Analytic Applications… SCALE SCOPE New Analytic Apps New types of data LOB-driven
  • 12. Clickstream Capture and analyze website visitors’ data trails and optimize your website © Hortonworks Inc. 2014 Sensors Discover patterns in data streaming automatically from remote sensors and machines Server Logs Research logs to diagnose process failures and prevent security breaches Hadoop Value: New types of data Sentiment Understand how your customers feel about your brand and products – right now Geographic Analyze location-based data to manage operations where they occur Unstructured Understand patterns in files across millions of web pages, emails, and documents
  • 13. New Analytic Applications For New Types Of Data © Hortonworks Inc. 2014 $ • Supplier Consolidation • Supply Chain and Logistics • Assembly Line Quality Assurance • Proactive Maintenance • Crowdsourced Quality Assurance • New Account Risk Screens • Fraud Prevention • Trading Risk • Maximize Deposit Spread • Insurance Underwriting • Accelerate Loan Processing • Call Detail Records (CDRs) • Infrastructure Investment • Next Product to Buy (NPTB) • Real-time Bandwidth Allocation • New Product Development • 360° View of the Customer • Analyze Brand Sentiment • Localized, Personalized Promotions • Website Optimization • Optimal Store Layout Financial Services Retail Telecom Manufacturing Healthcare Utilities, Oil & Gas Public Sector • Genomic data for medical trials • Monitor patient vitals • Reduce re-admittance rates • Store medical research data • Recruit cohorts for pharmaceutical trials • Smart meter stream analysis • Slow oil well decline curves • Optimize lease bidding • Compliance reporting • Proactive equipment repair • Seismic image processing • Analyze public sentiment • Protect critical networks • Prevent fraud and waste • Crowdsource reporting for repairs to infrastructure • Fulfill open records requests
  • 14. … And Incrementally Delivers A ‘Data Lake’ A Modern Data Architecture/Data Lake SCALE SCOPE RDBMS MPP EDW New Analytic Apps New types of data LOB-driven Governance & Integration Security Operations Data Access Data Management • Data Lake • An architectural shift in the data center that uses Hadoop to deliver deeper insight across a large, broad, diverse set of data at efficient scale
  • 15. Example Journey Towards a Data Lake © Hortonworks Inc. 2014 DATA VALUE Risk Management E.g., Fraud Reduction Operational Excellence E.g., Network Maintenance Data Lake New Business E.g., Data as a Product Customer Intimacy E.g., 360 Degree View of the Customer TB’s PB PB’s DATA LAKE An architectural shift in the data center that uses Hadoop to deliver deep insight across a large, broad, diverse set of data at efficient scale
  • 16. Splunk, Part of the Modern Data Architecture Page 16 © Hortonworks Inc. 2014 • Bi-directional data integration between Splunk & HDP • Collect data from across the organization, deliver it to Hadoop for refining data and batch analytics • Output of Hadoop jobs can be imported into Splunk Enterprise for rapid analysis and visualization • Archiving from Splunk Enterprise to Hadoop
  • 17. Joint Value: New Types of Data = New Business Apps • Unlock new opportunities via analytic apps built around new types of data – Sentiment (social media) – Clickstream – Machine / sensor data – Geo / tracking data – Web Logs – Unstructured (video, pictures, free text) • Leverage Splunk platform for indexing / analyzing data for new business applications • LOB / Business IT oriented Page 17 © Hortonworks Inc. 2011 – 2014. All Rights Reserved ENTERPRISE HADOOP PLATFORM New Sources (sen4ment, clickstream, geo, sensor, …)
  • 18. Splunk, Hunk & Hortonworks YARN Ready Partner Certified on latest release of Hortonworks Data Platform Existing Sandbox tutorial Page 18 © Hortonworks Inc. 2011 – 2014. All Rights Reserved
  • 19. Hunk + Hortonworks INTERACTIVE EXPLORATION Page 19 © Hortonworks Inc. 2011 – 2014. All Rights Reserved FULL-­‐FEATURED ANALYTICS Explore, analyze and visualize data in HDP from one integrated plaLorm Simply point Hunk at your HDP cluster(s) and start exploring data immediately Search data, change perspec?ves and preview results as MapReduce jobs run RICH DEVELOPER ENVIRONMENT Build big data apps on data in HDP using standard web languages and frameworks FAST TO DEPLOY AND DRIVE VALUE
  • 21. Explore, Analyze, Visualize Raw Granular Data Security & Compliance Digital Intelligence Business Risk Mgt. Analy?cs 360-­‐degree Customer View Developer Platform (REST API, SDKs) Hadoop Client Libraries Hunk Apps HDP Clusters NoSQL and Other Data Stores Product and Service Analy?cs Internet of Things 2 1
  • 22. Hunk Risk Management Analy?cs Preview results and interac?vely search across one or more clusters Provides more meaningful representa?on of underlying raw machine data Enables non-­‐technical users to build complex reports without learning the search language Interac4ve Search Data Model Pivot
  • 23. Interac?vely Ques?on Data in HDP Pause means stop fetching results Stop means treat the current results as final and end the MapReduce job
  • 24. Hunk Applies Schema on the Fly • Structure applied at search ?me • No bri^le schema to work around • Automa?cally find pa^erns and trends
  • 25. Dashboards for Self-­‐Service Analy?cs Interac?ve Dashboards and Charts • Easy-to-use dashboard editor • Chart overlay • Pan and zoom • In-dashboard drilldown • Embed charts and dashboards in 3rd party apps
  • 26. Hortonworks + Hunk = Business Value
  • 27. Hortonworks + Hunk = Business Value “Splunk’s Hunk is perhaps the most promising technology to deliver a true interactive experience. Especially powerful are Splunk’s capabilities for discovering the structure of machine data and other unstructured data on the fly.”
  • 28.
  • 29. About Splunk and Hortonworks hortonworks.com/partner/splunk/ Get started with Hortonworks Sandbox hortonworks.com/hadoop-tutorial/splunk-hunk/ Get started with Hunk Sandbox splunk.com/hunk Follow us: @hortonworks @splunk Tr y Now Question & Answer session will be conducted electronically, using the panel to the right of your screen
  • 30. Appendix Slides Hunk Demo Page 30 © Hortonworks Inc. 2011 – 2014. All Rights Reserved
  • 31. Risk Management Visual Analy?cs 31
  • 32. Drill Down to Raw Data and Correlate Across Sources 32
  • 33. Powerful Search with Point and Click Visualiza?ons 33
  • 34. Easy to Configure Hunk with HDP 34
  • 35. Define Virtual Indexes with Role-­‐based Security 35