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Enrich a 360-degree Customer View
with Splunk® and Apache™ Hadoop®

© Hortonworks Inc. 2014
Your Presenters
• Brett Sheppard (@zettaforce)
– Director, Big Data, Splunk
– Former analyst at Gartner and DoD (civilian
contractor), big data, enterprise architectures
– Weekend volunteer with my dog in hospitals

• Bob Page (@bobpage)
– VP Products, Hortonworks
– Ran eBay’s data platform
– Enjoys good wine
Today’s Topics
• Drivers for the Modern Data Architecture
• From Raw Data to Digital Intelligence
• Demo: 360-degree Customer View
• Q&A

© Hortonworks Inc. 2014
Hadoop Adoption
“Hadoop’s momentum is unstoppable as its open source roots
grow wildly into enterprises. Its refreshingly unique approach
to data management is transforming how companies store,
process, analyze, and share big data.”
-- Mike Gualtieri, Principal Analyst, Forrester

© Hortonworks Inc. 2014
DATA	
  	
  SYSTEM	
  

APPLICATIONS	
  

A Traditional Approach Under Pressure
Custom	
  
Applica4ons	
  

Business	
  	
  
Analy4cs	
  

Packaged	
  
Applica4ons	
  

2.8	
  ZB	
  in	
  2012	
  
85%	
  from	
  New	
  Data	
  Types	
  
RDBMS	
  

EDW	
  

MPP	
  

REPOSITORIES	
  

15x	
  Machine	
  Data	
  by	
  2020	
  
40	
  ZB	
  by	
  2020	
  

SOURCES	
  

Source: IDC

Exis4ng	
  Sources	
  	
  

(CRM,	
  ERP,	
  Clickstream,	
  Logs)	
  

© Hortonworks Inc. 2014

Emerging	
  Sources	
  	
  

(Sensor,	
  Sen4ment,	
  Geo,	
  Unstructured)	
  
APPLICATIONS	
  

Emerging Modern Data Architecture
Custom	
  
Applica4ons	
  

Business	
  	
  
Analy4cs	
  

Packaged	
  
Applica4ons	
  

DEV	
  &	
  DATA	
  
TOOLS	
  

SOURCES	
  

DATA	
  	
  SYSTEM	
  

BUILD	
  &	
  TEST	
  

OPERATIONAL	
  
TOOLS	
  
RDBMS	
  

EDW	
  

MANAGE	
  &	
  
MONITOR	
  

MPP	
  

REPOSITORIES	
  

Exis4ng	
  Sources	
  	
  

(CRM,	
  ERP,	
  Clickstream,	
  Logs)	
  

© Hortonworks Inc. 2014

Emerging	
  Sources	
  	
  

(Sensor,	
  Sen4ment,	
  Geo,	
  Unstructured)	
  
The Common Journey with Hadoop
MDA/Data Lake
Cost, Insight
IT Driven


SCALE

More data and
analytic apps

New Analytic Apps
New Types of Data
LOB Driven


SCOPE
© Hortonworks Inc. 2014
Unlock Value in New Types of Data
1.  Social
Understand how people are feeling and interacting – right now

2.  Clickstream
Capture and analyze website visitors’ data trails and optimize your website

3.  Sensor/Machine
Discover patterns in data streaming from remote sensors and machines

4.  Geographic
Analyze location-based data to manage operations where they occur

Value

5.  Historical Logs
Diagnose process failures and prevent security breaches

6.  Unstructured (txt, video, pictures, etc..)
Understand patterns in files across millions of web pages, emails, and
documents

© Hortonworks Inc. 2014

+ Online archive
Data that was once purged or moved to tape
can be stored in Hadoop to discover long
term trends and previously hidden value
Example Journey Towards a Data Lake
PB’s

Data Lake

PB

Risk Management
E.g., Fraud Reduction

New Business
E.g., Data as a Product

DATA

TB’s

Customer Intimacy
E.g., 360 Degree View of
the Customer

DATA LAKE
Operational Excellence
E.g., Network Maintenance

VALUE
© Hortonworks Inc. 2014

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
Enabling Hadoop for the Enterprise

1
2
3

Capabilities
Ensure enterprise capabilities are
delivered in 100% open source to
benefit all

Integration
Interoperable with existing
data center investments

Skills
Leverage your existing skills:
development, analytics,
operations

2006
© Hortonworks Inc. 2014

2007

2008

2009

2010

2011

2012

2013

2014

2015
Core Capabilities of Enterprise Hadoop

1

	
  Presenta4on	
  &	
  Applica4on	
  

	
  Opera4ons	
  

Enable	
  both	
  exis4ng	
  and	
  new	
  applica4ons	
  to	
  provide	
  	
  
value	
  to	
  the	
  organiza4on	
  

Empower	
  Current	
  opera4ons	
  and	
  
security	
  tools	
  to	
  manage	
  Hadoop	
  

Data	
  
Governance	
  

	
  BROAD	
  INSIGHT	
  

Integrate	
  with	
  
exis4ng	
  systems	
  
and	
  move	
  data	
  in/
out	
  and	
  within	
  the	
  
environment	
  

Access	
  your	
  data	
  simultaneously	
  in	
  mul4ple	
  ways	
  
(batch,	
  interac4ve)	
  

Opera4ons	
  
Security	
  
Allow	
  you	
  to	
  
Provide	
  layered	
  
deploy	
  and	
  
approach	
  to	
  
security	
  through	
   effec4vely	
  manage	
  
Authen4ca4on,	
   the	
  environment	
  
Authoriza4on,	
  
Accountability	
  and	
  
Data	
  Protec4on	
  

Capabilities
Ensure enterprise capabilities are
delivered in 100% open source to
benefit all

Data	
  Access	
  

	
  EFFICIENT	
  SCALE	
  
Data	
  Management	
  

Store	
  and	
  process	
  all	
  of	
  your	
  Corporate	
  Data	
  Assets	
  

	
  Deployment	
  Model	
  

Provide	
  the	
  efficient	
  deployment	
  op4on	
  for	
  your	
  organiza4on	
  
	
  

© Hortonworks Inc. 2014
Skills
Leverage your existing
skills: development,
analytics, operations

Integration
Interoperable with existing
data center investments

© Hortonworks Inc. 2014

COLLECT	
  

PROCESS	
  

BUILD	
  

ANALYST	
  

Ensure enterprise capabilities
are delivered in 100% open
source to benefit all

SEARCH	
  

ANALYSE	
  

VISUALIZE	
  

OPERATOR	
  

1
2
3

Capabilities

DEVELOPER	
  

Enabling Familiar and Existing Tools

PROVISION	
  

MANAGE	
  

MONITOR	
  
Requirements for Enterprise Hadoop

DATA	
  	
  SYSTEM	
  

APPLICATIO
NS	
  

1
2
SOURCES	
  

3

Capabilities

Business	
  	
  
Ensure enterprise capabilities Custom	
  
Analy4cs
are delivered in	
   100% open Applica4ons	
  
source to benefit all

Packaged	
  
Applica4ons	
  

Skills

Interoperable with existing
Exis4ng	
  Sources	
  	
  
data center investmentsLogs)	
  
(CRM,	
  ERP,	
  Clickstream,	
  

© Hortonworks Inc. 2014

Applications
DEV	
  &	
  DATA	
  

TOOLS	
  
Business 	
  TEST	
  
Intelligence,
BUILD	
  &
Developer IDEs,
Data Integration
OPERATIONAL	
  
TOOLS	
  

Systems

Leverage your existing
RDBMS	
  
EDW	
  
MPP	
  
skills: development,
REPOSITORIES	
  
analytics, operations

Integration

Integrate with

MANAGE	
  &	
  
MONITOR	
  

Data Systems & Storage,
Systems Management

Platforms
Emerging	
  Sources	
  	
  

(Sensor,	
  Sen4ment,	
  Geo,	
  Unstructured)	
  

Operating Systems,
Virtualization, Cloud,
Appliances
Splunk + Hortonworks

© Hortonworks Inc. 2014
© Hortonworks Inc. 2014
Big	
  Data	
  Comes	
  From	
  Machines	
  
Volume | Velocity | Variety | Variability

GPS,
RFID,
Hypervisor,
Web Servers,
Email, Messaging
Clickstreams, Mobile,
Telephony, IVR, Databases,
Sensors, Telematics, Storage,
Servers, Security Devices, Desktops
Machine	
  Data	
  Contains	
  Powerful	
  Insights	
  
Delivering	
  the	
  360-­‐Degree	
  Customer	
  View	
  
Synthesize	
  data	
  from	
  
all	
  customer	
  touch	
  
points	
  –	
  360°	
  view	
  

" 
" 
" 
" 
" 
" 
" 

Screen	
  new	
  account	
  applicaAons	
  
Improve	
  customer	
  service	
  experience	
  
Reduce	
  customer	
  churn	
  	
  
Recommend	
  next	
  product	
  to	
  buy	
  
Localize	
  and	
  personalize	
  promoAons	
  
Track	
  markeAng	
  channel	
  effecAveness	
  
Empower	
  omni-­‐channel	
  retailing	
  

Why this is hard: data lives in separate silos with incompatible formats
Big	
  Data	
  Doesn’t	
  Have	
  to	
  Be	
  a	
  Science	
  Project	
  
Get	
  Started	
  with	
  Hunk	
  +	
  Hortonworks	
  in	
  <	
  1	
  Hour	
  
1 Download

Hortonworks
Sandbox
and Hunk

3 Immediately
Explore	
  

Analyze	
  

2 Point Hunk

at Hadoop
Cluster

HDFS and
MapReduce

Visualize	
  

Dashboards	
  

Share	
  

start exploring,
analyzing and
visualizing raw
data in Hadoop
Challenges	
  of	
  AlternaAve	
  Approaches	
  
More
360-­‐Degree	
  Customer	
  View	
   Complete
Customer View

ese
ze th
y
Anal ve,
ured
i
truct
s
es
mas e data
hanc ion with w
s
En
diver Hadoop
mat
is ra
s in
infor sis of thfrom	
   "   Screen	
  new	
  account	
  applicaAons	
  
Synthesize	
  data	
   for a
set
y
anal op t ata
all	
  customer	
  douch	
   view
o
plete
Had360°	
  miew	
   havio r Improve	
  customer	
  service	
  experience	
  
"
points	
  –ore co v r be
	
  
m
me
usto
"   Reduce	
  customer	
  churn	
  	
  
of c
" 

eb
ta in
e da pache w te
or
St
p: A
e si
adoo ommerc
H
ec
i
ogs, , Akama gs,
l
lo
ity
activ hosting
s
e
imag proxy log
d
Squi

Recommend	
  next	
  product	
  to	
  buy	
  

" 

Localize	
  and	
  personalize	
  promoAons	
  

" 

Empower	
  omni-­‐channel	
  retailing	
  
Deep	
  Insight	
  into	
  Customer	
  Behavior	
  and	
  SenAment	
  
Search,	
  Explore	
  and	
  Analyze	
  
Rapidly	
  interact	
  with	
  data	
  

Pause or stop MapReduce jobs

•  Powerful	
  Search	
  Processing	
  

Search
interface

• 

Preview
results

• 
• 
• 

Language	
  (SPL™)	
  
Ad	
  hoc	
  exploratory	
  analyAcs	
  
across	
  massive	
  datasets	
  
Preview	
  results	
  
No	
  fixed	
  schema	
  
No	
  requirement	
  to	
  
“understand”	
  data	
  upfront	
  

Drill down
to raw data
Inform,	
  Upsell	
  and	
  Cross-­‐sell	
  

Measure	
  a_enAon	
  to	
  
specific	
  content	
  

Analyze	
  click-­‐through	
  and	
  
how	
  consumers	
  navigate	
  

Compare	
  product	
  bundle	
  
promoAons	
  with	
  
mulAvariate	
  tesAng	
  
PrioriAze	
  PromoAons	
  with	
  Customer	
  Influence	
  Scores	
  
Understand	
  Web	
  OperaAons	
  and	
  AdverAsing	
  
Weblog
Traffic Data

Web User
Clickstreams

750 million

12 million

queries per month

monthly visits

Maintain

Protect

Track

high performance

content against malicious bots

traffic sources for advertisers
Analyze	
  Mobile	
  App	
  Performance	
  and	
  Usage	
  
• 
• 
• 
• 
• 
• 
• 

Product adoption trend
Users and clients
Feature adoption
User engagement
Usage patterns
Mobile devices
Client dashboard
Easy	
  and	
  Fast	
  to	
  Get	
  Started,	
  Learn	
  and	
  Use	
  
Configure Hortonworks Sandbox with
Hunk: Splunk Analytics for Hadoop

bit.ly/1cJqbCu
Configure	
  Hunk	
  with	
  Hortonworks	
  Sandbox	
  1.3	
  

bit.ly/MYF36g
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/

Tr y
Now

Get started with Hunk: Splunk Analytics for Hadoop
splunk.com/download/hunk

Follow us:
@hortonworks

@splunk

Question & Answer session will be conducted electronically,
using the panel to the right of your screen

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Enrich a 360-degree Customer View with Splunk and Apache Hadoop

  • 1. Enrich a 360-degree Customer View with Splunk® and Apache™ Hadoop® © Hortonworks Inc. 2014
  • 2. Your Presenters • Brett Sheppard (@zettaforce) – Director, Big Data, Splunk – Former analyst at Gartner and DoD (civilian contractor), big data, enterprise architectures – Weekend volunteer with my dog in hospitals • Bob Page (@bobpage) – VP Products, Hortonworks – Ran eBay’s data platform – Enjoys good wine
  • 3. Today’s Topics • Drivers for the Modern Data Architecture • From Raw Data to Digital Intelligence • Demo: 360-degree Customer View • Q&A © Hortonworks Inc. 2014
  • 4. Hadoop Adoption “Hadoop’s momentum is unstoppable as its open source roots grow wildly into enterprises. Its refreshingly unique approach to data management is transforming how companies store, process, analyze, and share big data.” -- Mike Gualtieri, Principal Analyst, Forrester © Hortonworks Inc. 2014
  • 5. DATA    SYSTEM   APPLICATIONS   A Traditional Approach Under Pressure Custom   Applica4ons   Business     Analy4cs   Packaged   Applica4ons   2.8  ZB  in  2012   85%  from  New  Data  Types   RDBMS   EDW   MPP   REPOSITORIES   15x  Machine  Data  by  2020   40  ZB  by  2020   SOURCES   Source: IDC Exis4ng  Sources     (CRM,  ERP,  Clickstream,  Logs)   © Hortonworks Inc. 2014 Emerging  Sources     (Sensor,  Sen4ment,  Geo,  Unstructured)  
  • 6. APPLICATIONS   Emerging Modern Data Architecture Custom   Applica4ons   Business     Analy4cs   Packaged   Applica4ons   DEV  &  DATA   TOOLS   SOURCES   DATA    SYSTEM   BUILD  &  TEST   OPERATIONAL   TOOLS   RDBMS   EDW   MANAGE  &   MONITOR   MPP   REPOSITORIES   Exis4ng  Sources     (CRM,  ERP,  Clickstream,  Logs)   © Hortonworks Inc. 2014 Emerging  Sources     (Sensor,  Sen4ment,  Geo,  Unstructured)  
  • 7. The Common Journey with Hadoop MDA/Data Lake Cost, Insight IT Driven SCALE More data and analytic apps New Analytic Apps New Types of Data LOB Driven SCOPE © Hortonworks Inc. 2014
  • 8. Unlock Value in New Types of Data 1.  Social Understand how people are feeling and interacting – right now 2.  Clickstream Capture and analyze website visitors’ data trails and optimize your website 3.  Sensor/Machine Discover patterns in data streaming from remote sensors and machines 4.  Geographic Analyze location-based data to manage operations where they occur Value 5.  Historical Logs Diagnose process failures and prevent security breaches 6.  Unstructured (txt, video, pictures, etc..) Understand patterns in files across millions of web pages, emails, and documents © Hortonworks Inc. 2014 + Online archive Data that was once purged or moved to tape can be stored in Hadoop to discover long term trends and previously hidden value
  • 9. Example Journey Towards a Data Lake PB’s Data Lake PB Risk Management E.g., Fraud Reduction New Business E.g., Data as a Product DATA TB’s Customer Intimacy E.g., 360 Degree View of the Customer DATA LAKE Operational Excellence E.g., Network Maintenance VALUE © Hortonworks Inc. 2014 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
  • 10. Enabling Hadoop for the Enterprise 1 2 3 Capabilities Ensure enterprise capabilities are delivered in 100% open source to benefit all Integration Interoperable with existing data center investments Skills Leverage your existing skills: development, analytics, operations 2006 © Hortonworks Inc. 2014 2007 2008 2009 2010 2011 2012 2013 2014 2015
  • 11. Core Capabilities of Enterprise Hadoop 1  Presenta4on  &  Applica4on    Opera4ons   Enable  both  exis4ng  and  new  applica4ons  to  provide     value  to  the  organiza4on   Empower  Current  opera4ons  and   security  tools  to  manage  Hadoop   Data   Governance    BROAD  INSIGHT   Integrate  with   exis4ng  systems   and  move  data  in/ out  and  within  the   environment   Access  your  data  simultaneously  in  mul4ple  ways   (batch,  interac4ve)   Opera4ons   Security   Allow  you  to   Provide  layered   deploy  and   approach  to   security  through   effec4vely  manage   Authen4ca4on,   the  environment   Authoriza4on,   Accountability  and   Data  Protec4on   Capabilities Ensure enterprise capabilities are delivered in 100% open source to benefit all Data  Access    EFFICIENT  SCALE   Data  Management   Store  and  process  all  of  your  Corporate  Data  Assets    Deployment  Model   Provide  the  efficient  deployment  op4on  for  your  organiza4on     © Hortonworks Inc. 2014
  • 12. Skills Leverage your existing skills: development, analytics, operations Integration Interoperable with existing data center investments © Hortonworks Inc. 2014 COLLECT   PROCESS   BUILD   ANALYST   Ensure enterprise capabilities are delivered in 100% open source to benefit all SEARCH   ANALYSE   VISUALIZE   OPERATOR   1 2 3 Capabilities DEVELOPER   Enabling Familiar and Existing Tools PROVISION   MANAGE   MONITOR  
  • 13. Requirements for Enterprise Hadoop DATA    SYSTEM   APPLICATIO NS   1 2 SOURCES   3 Capabilities Business     Ensure enterprise capabilities Custom   Analy4cs are delivered in   100% open Applica4ons   source to benefit all Packaged   Applica4ons   Skills Interoperable with existing Exis4ng  Sources     data center investmentsLogs)   (CRM,  ERP,  Clickstream,   © Hortonworks Inc. 2014 Applications DEV  &  DATA   TOOLS   Business  TEST   Intelligence, BUILD  & Developer IDEs, Data Integration OPERATIONAL   TOOLS   Systems Leverage your existing RDBMS   EDW   MPP   skills: development, REPOSITORIES   analytics, operations Integration Integrate with MANAGE  &   MONITOR   Data Systems & Storage, Systems Management Platforms Emerging  Sources     (Sensor,  Sen4ment,  Geo,  Unstructured)   Operating Systems, Virtualization, Cloud, Appliances
  • 14. Splunk + Hortonworks © Hortonworks Inc. 2014
  • 16. Big  Data  Comes  From  Machines   Volume | Velocity | Variety | Variability GPS, RFID, Hypervisor, Web Servers, Email, Messaging Clickstreams, Mobile, Telephony, IVR, Databases, Sensors, Telematics, Storage, Servers, Security Devices, Desktops
  • 17. Machine  Data  Contains  Powerful  Insights  
  • 18. Delivering  the  360-­‐Degree  Customer  View   Synthesize  data  from   all  customer  touch   points  –  360°  view   "  "  "  "  "  "  "  Screen  new  account  applicaAons   Improve  customer  service  experience   Reduce  customer  churn     Recommend  next  product  to  buy   Localize  and  personalize  promoAons   Track  markeAng  channel  effecAveness   Empower  omni-­‐channel  retailing   Why this is hard: data lives in separate silos with incompatible formats
  • 19. Big  Data  Doesn’t  Have  to  Be  a  Science  Project  
  • 20. Get  Started  with  Hunk  +  Hortonworks  in  <  1  Hour   1 Download Hortonworks Sandbox and Hunk 3 Immediately Explore   Analyze   2 Point Hunk at Hadoop Cluster HDFS and MapReduce Visualize   Dashboards   Share   start exploring, analyzing and visualizing raw data in Hadoop
  • 21. Challenges  of  AlternaAve  Approaches  
  • 22. More 360-­‐Degree  Customer  View   Complete Customer View ese ze th y Anal ve, ured i truct s es mas e data hanc ion with w s En diver Hadoop mat is ra s in infor sis of thfrom   "   Screen  new  account  applicaAons   Synthesize  data   for a set y anal op t ata all  customer  douch   view o plete Had360°  miew   havio r Improve  customer  service  experience   " points  –ore co v r be   m me usto "   Reduce  customer  churn     of c "  eb ta in e da pache w te or St p: A e si adoo ommerc H ec i ogs, , Akama gs, l lo ity activ hosting s e imag proxy log d Squi Recommend  next  product  to  buy   "  Localize  and  personalize  promoAons   "  Empower  omni-­‐channel  retailing  
  • 23. Deep  Insight  into  Customer  Behavior  and  SenAment  
  • 24. Search,  Explore  and  Analyze   Rapidly  interact  with  data   Pause or stop MapReduce jobs •  Powerful  Search  Processing   Search interface •  Preview results •  •  •  Language  (SPL™)   Ad  hoc  exploratory  analyAcs   across  massive  datasets   Preview  results   No  fixed  schema   No  requirement  to   “understand”  data  upfront   Drill down to raw data
  • 25. Inform,  Upsell  and  Cross-­‐sell   Measure  a_enAon  to   specific  content   Analyze  click-­‐through  and   how  consumers  navigate   Compare  product  bundle   promoAons  with   mulAvariate  tesAng  
  • 26. PrioriAze  PromoAons  with  Customer  Influence  Scores  
  • 27. Understand  Web  OperaAons  and  AdverAsing   Weblog Traffic Data Web User Clickstreams 750 million 12 million queries per month monthly visits Maintain Protect Track high performance content against malicious bots traffic sources for advertisers
  • 28. Analyze  Mobile  App  Performance  and  Usage   •  •  •  •  •  •  •  Product adoption trend Users and clients Feature adoption User engagement Usage patterns Mobile devices Client dashboard
  • 29. Easy  and  Fast  to  Get  Started,  Learn  and  Use   Configure Hortonworks Sandbox with Hunk: Splunk Analytics for Hadoop bit.ly/1cJqbCu
  • 30. Configure  Hunk  with  Hortonworks  Sandbox  1.3   bit.ly/MYF36g
  • 31. 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.”
  • 32.
  • 33. About Splunk and Hortonworks hortonworks.com/partner/splunk/ Get started with Hortonworks Sandbox hortonworks.com/hadoop-tutorial/splunk-hunk/ Tr y Now Get started with Hunk: Splunk Analytics for Hadoop splunk.com/download/hunk Follow us: @hortonworks @splunk Question & Answer session will be conducted electronically, using the panel to the right of your screen