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Confidential © 2014 Actian Corporation1
Turning Your Big Data Lake Into
Measurable Business Value
Accelerating Big Data 2.0
John Santaferraro, Vice President, Marketing at Actian
Jim Walker, Director, Product Marketing at Hortonworks
May 20, 2014
Confidential © 2014 Actian Corporation2
Jim Walker
Director of Product Marketing
Hortonworks
@jaymce
John Santaferraro
VP of Solutions & Product Marketing
Actian
@santaferraro
Presenters
Confidential © 2014 Actian Corporation3
“In an on-demand world, consumers will judge brands by
their ability to deliver heighted experiences –
interactions, literally anywhere – that offer high levels of
value and are radically customized and easy to access
along the customer decision journey.”
McKinsey Quarterly, 2013
The Marketing Manifesto for the Digital World
Engage
Customers
Create
Conversations
Transform Brand
Experiences
Confidential © 2014 Actian Corporation4
Big Data Creates Significant Opportunities for You
Personalized Experiences
• Ad, offer, & content optimization
• Location-based content
• Pricing optimization by segment
Better Decision-Making
• True marketing ROI
• Predictive modeling
• Holistic campaign planning
• Profitability by affinity groups
Deep Audience Analysis
• Hyper-segmentation
• Full customer 360°
understanding
• Buying signal analysis
• Customer lifetime value More Effective Spend
• Omni-channel attribution
• Real-time ad & promo optimization
• Media mix optimization
• Brand monitoring
Confidential © 2014 Actian Corporation5
Big Data Creates $Billion Opportunities for You
Capture Share
Higher Returns
Higher Profits
Risk
14%
Advanced marketing
mix analysis delivers
higher profits
$226B
Retail Purchases
Online
$200B
15-20% improvement in
return on overall
marketing spend
2017
Year when CMO spend
On IT surpasses CIO
Page6 © Hortonworks Inc. 2011 – 2014. All Rights Reserved
Jim Walker
Director, Product Marketing – Hortonworks
Jim is a developer turned marketer with over twenty years experience building
products and developing emerging technologies. During his career, he has brought
multiple products to market in a variety of fields, including data loss prevention,
master data management and now big data. At Hortonworks, Jim is focused on
accelerating the development and adoption of Apache Hadoop.
Confidential © 2014 Actian Corporation7
Transformational ValueData Explosion
?
Actian Analytics PlatformTM
Analyze ActConnect
Customer
Delight
Competitive
Advantage
World-Class Risk
Management
Disruptive New
Business Models
Turning Digital Data into Transformational Value
Discovery without limitations
Low latency at any scale
Reactive to predictive
Static to dynamic flow
Segment of 1
Best in Class Usage
Design-time & run-time optimization
Linear parallelism
Rich analytics DNA
Pipeline architecture
Affordable unlimited scale
Best in Class Capabilities
Confidential © 2014 Actian Corporation8
1. Visual Framework for connecting, blending, & enriching
data, data science discovery, building and testing
predictive models
7 Ingredients Added to Hadoop to Create Value
Connect Blend & Enrich Discover Build & Test Models
Confidential © 2014 Actian Corporation9
1. Visual Framework: connecting, blending, & enriching data, data science discovery,
building and testing predictive models
2. 1500 KNIME Operators + R analytics running in parallel
on HDFS + Hadoop = The Open Source Trifecta
7 Ingredients Added to Hadoop to Create Value
Gartner Magic
Quadrant for
Advanced Analytics
Platforms
Source: Gartner (February 2014)
Confidential © 2014 Actian Corporation10
Complete End-to-End Analytics on Hadoop
Source: 2013 Rexer Analytics Survey
Confidential © 2014 Actian Corporation11
1. Visual Framework: connecting, blending, & enriching data, data science discovery,
building and testing predictive models
2. 1500 KNIME Operators + R analytics running in parallel on HDFS + Hadoop = The
Open Source Trifecta
3. High-Performance, YARN-based data processing engine
running on HDFS
7 Ingredients Added to Hadoop to Create Value
Confidential © 2014 Actian Corporation12
High Performance, Parallelized Processing
on HDFS Without Any Programming
Actian Analytics Platform
Hadoop – Leader Node
Optimized, On-HDFS Processing
Query Pipelining
CPU Pipelining
Reuse and share all
components from
operators to
workflows
Optimize
Choose from five sets
of operators:
Connections
Transformation
Data Quality
Analytics
Data Science
Automatically detect
resources, plan
optimal utilization,
and parallelize all
workloads on Hadoop
Use dual pipeline
parallelism to
accelerate
performance 30X
Run fully optimized
processing directly on
the Hadoop node via
YARN
Take processing to
where the data lives,
runs natively on
Hortonworks
Visual Framework
Manage the entire
analytic process in a
visual framework with
no coding required.
≠ ☼ ≡ ∞ ∆ ∑ √ ≈ ∑ = ? # ~ ‰
Confidential © 2014 Actian Corporation13
1. Visual Framework: connecting, blending, & enriching data, data science discovery,
building and testing predictive models
2. 1500 KNIME Operators + R analytics running in parallel on HDFS + Hadoop = The
Open Source Trifecta
3. High-Performance, YARN-based data processing engine running on HDFS
4. High-Performance, vector processing engine as the
pattern for SQL on Hadoop
7 Ingredients Added to Hadoop to Create Value
Confidential © 2014 Actian Corporation14
The Story of X100 - Vector
Peter Boncz
Performance
X100 Drives Stinger and Impala Aspirations!
Confidential © 2014 Actian Corporation15
1. Visual Framework: connecting, blending, & enriching data, data science discovery,
building and testing predictive models
2. 1500 KNIME Operators + R analytics running in parallel on HDFS + Hadoop = The
Open Source Trifecta
3. High-Performance, YARN-based data processing engine running on HDFS
4. High-Performance, vector processing engine as the pattern for SQL on Hadoop
5. Extreme-Performance, super-low latency, massively
parallel analytics engine
7 Ingredients Added to Hadoop to Create Value
Confidential © 2014 Actian Corporation16
Libraries of Analytics
MassivelyParallel
Integration
Hadoop
Sophisticated,
Low Latency
Analytics in
Database
Connections for Any Data
Actian Analytics PlatformTM
Enterprise Data
Machine Data
Social Data
Business
Processes
Users
Machines
Applications
Data Warehouse
Real-Time
AnalyticServices
Visual Framework for Data and Analytic Workflows
SaaS Data
Actian Analytics Platform:
Next Generation Big Data Analytics
Amazon
Redshift
High
Performance
Data Science
Natively on
Hadoop
Confidential © 2014 Actian Corporation17
1. Visual Framework: connecting, blending, & enriching data, data science
discovery, building and testing predictive models
2. 1500 KNIME Operators + R analytics running in parallel on HDFS + Hadoop
= The Open Source Trifecta
3. High-Performance, YARN-based data processing engine running on HDFS
4. High-Performance, vector processing engine as the pattern for SQL on
Hadoop
5. Extreme-Performance, super-low latency, massively parallel analytics
engine
6. Blueprints to accelerate analytics application
development and value creation
7 Ingredients Added to Hadoop to Create Value
Confidential © 2014 Actian Corporation18
Big Data 2.0
Media Mix Modeling Blueprint
IMPACT
FORECAST
ANALYSIS
MARKETING
IMPACT
ANALYSIS
CRMdb
All Relevant
Account Info and
Demographics
CONNECT
BUILD
CUSTOMER
PROFILE
EDWdb
All Relevant Sales
Histories
ANALYZE ACT
MAXIMIZE
REVENUE
FROM
MARKETING
SENTIMENT
AND
CONTENT
ANALYSIS
AGGREGATE
SALES
DATA
Hadoop
Logs
Detailed ePOS
Receipts
SKU LEVEL
SALES DATA
BY GEO
JOIN
DERIVE
AGGREGATE
PREPARE
EDWdb
Marketing Vehicle
Details
CAPTURE
MARKETING
VEHICLES
MARKETING
MIX SALES
CONTRIBUTION
YEARLY CHANGE
REPORT
SALES
VOLUME,
EFFECTIVENES
S, EFFICIENCY
AND ROI
REPORT
NEW MEDIA
MIX
OPTIMIZATION
MINIMIZE
MARKETING
SPEND TO
REVENUE
RATIO
Hadoop
Text Files
Campaign Response
Notes
PREPARE
FOR TEXT
ANALYTICS
CUSTOMER
MATCH
WITH
CAMPAIGNS
VEHICLE
RESULTS
AT GEO,
STORE, SKU
AND
CUSTOMER
LEVEL
Confidential © 2014 Actian Corporation19
1. Visual Framework: connecting, blending, & enriching data, data science
discovery, building and testing predictive models
2. 1500 KNIME Operators + R analytics running in parallel on HDFS + Hadoop
= The Open Source Trifecta
3. High-Performance, YARN-based data processing engine running on HDFS
4. High-Performance, vector processing engine as the pattern for SQL on
Hadoop
5. Extreme-Performance, super-low latency, massively parallel analytics
engine
6. Blueprints to accelerate analytics application development and value
creation
7. ??????
7 Ingredients Added to Hadoop to Create Value
Confidential © 2014 Actian Corporation20
 Stay tuned for the announcement on June 3, 2014 at the
Hortonworks Hadoop Summit in San Jose, California!
 Join us for the webinar announcing “the seventh
ingredient” on Tuesday, June 17, 2014
The Seventh Ingredient Adds Perfection
Confidential © 2014 Actian Corporation21
Libraries of Analytics
MassivelyParallel
Integration
Hadoop
Extreme
Performance,
Low Latency
Analytics in
Database
Connections for Any Data
Actian Analytics PlatformTM
Enterprise Data
Machine Data
Social Data
Business
Processes
Users
Machines
Applications
Data Warehouse
Real-Time
AnalyticServices
Visual Framework for Data and Analytic Workflows
SaaS Data
Questions and Answers
Amazon
Redshift
Confidential © 2014 Actian Corporation22
Jim Walker
Director of Product Marketing
Hortonworks
jim@hortonworks.com
www.hortonworks.com
John Santaferraro
VP of Solutions & Product Marketing
Actian
john.Santaferraro@actian.com
www.actian.com
Thank You!

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Turning Your Data Lake into Measurable Business Value

  • 1. Confidential © 2014 Actian Corporation1 Turning Your Big Data Lake Into Measurable Business Value Accelerating Big Data 2.0 John Santaferraro, Vice President, Marketing at Actian Jim Walker, Director, Product Marketing at Hortonworks May 20, 2014
  • 2. Confidential © 2014 Actian Corporation2 Jim Walker Director of Product Marketing Hortonworks @jaymce John Santaferraro VP of Solutions & Product Marketing Actian @santaferraro Presenters
  • 3. Confidential © 2014 Actian Corporation3 “In an on-demand world, consumers will judge brands by their ability to deliver heighted experiences – interactions, literally anywhere – that offer high levels of value and are radically customized and easy to access along the customer decision journey.” McKinsey Quarterly, 2013 The Marketing Manifesto for the Digital World Engage Customers Create Conversations Transform Brand Experiences
  • 4. Confidential © 2014 Actian Corporation4 Big Data Creates Significant Opportunities for You Personalized Experiences • Ad, offer, & content optimization • Location-based content • Pricing optimization by segment Better Decision-Making • True marketing ROI • Predictive modeling • Holistic campaign planning • Profitability by affinity groups Deep Audience Analysis • Hyper-segmentation • Full customer 360° understanding • Buying signal analysis • Customer lifetime value More Effective Spend • Omni-channel attribution • Real-time ad & promo optimization • Media mix optimization • Brand monitoring
  • 5. Confidential © 2014 Actian Corporation5 Big Data Creates $Billion Opportunities for You Capture Share Higher Returns Higher Profits Risk 14% Advanced marketing mix analysis delivers higher profits $226B Retail Purchases Online $200B 15-20% improvement in return on overall marketing spend 2017 Year when CMO spend On IT surpasses CIO
  • 6. Page6 © Hortonworks Inc. 2011 – 2014. All Rights Reserved Jim Walker Director, Product Marketing – Hortonworks Jim is a developer turned marketer with over twenty years experience building products and developing emerging technologies. During his career, he has brought multiple products to market in a variety of fields, including data loss prevention, master data management and now big data. At Hortonworks, Jim is focused on accelerating the development and adoption of Apache Hadoop.
  • 7. Confidential © 2014 Actian Corporation7 Transformational ValueData Explosion ? Actian Analytics PlatformTM Analyze ActConnect Customer Delight Competitive Advantage World-Class Risk Management Disruptive New Business Models Turning Digital Data into Transformational Value Discovery without limitations Low latency at any scale Reactive to predictive Static to dynamic flow Segment of 1 Best in Class Usage Design-time & run-time optimization Linear parallelism Rich analytics DNA Pipeline architecture Affordable unlimited scale Best in Class Capabilities
  • 8. Confidential © 2014 Actian Corporation8 1. Visual Framework for connecting, blending, & enriching data, data science discovery, building and testing predictive models 7 Ingredients Added to Hadoop to Create Value Connect Blend & Enrich Discover Build & Test Models
  • 9. Confidential © 2014 Actian Corporation9 1. Visual Framework: connecting, blending, & enriching data, data science discovery, building and testing predictive models 2. 1500 KNIME Operators + R analytics running in parallel on HDFS + Hadoop = The Open Source Trifecta 7 Ingredients Added to Hadoop to Create Value Gartner Magic Quadrant for Advanced Analytics Platforms Source: Gartner (February 2014)
  • 10. Confidential © 2014 Actian Corporation10 Complete End-to-End Analytics on Hadoop Source: 2013 Rexer Analytics Survey
  • 11. Confidential © 2014 Actian Corporation11 1. Visual Framework: connecting, blending, & enriching data, data science discovery, building and testing predictive models 2. 1500 KNIME Operators + R analytics running in parallel on HDFS + Hadoop = The Open Source Trifecta 3. High-Performance, YARN-based data processing engine running on HDFS 7 Ingredients Added to Hadoop to Create Value
  • 12. Confidential © 2014 Actian Corporation12 High Performance, Parallelized Processing on HDFS Without Any Programming Actian Analytics Platform Hadoop – Leader Node Optimized, On-HDFS Processing Query Pipelining CPU Pipelining Reuse and share all components from operators to workflows Optimize Choose from five sets of operators: Connections Transformation Data Quality Analytics Data Science Automatically detect resources, plan optimal utilization, and parallelize all workloads on Hadoop Use dual pipeline parallelism to accelerate performance 30X Run fully optimized processing directly on the Hadoop node via YARN Take processing to where the data lives, runs natively on Hortonworks Visual Framework Manage the entire analytic process in a visual framework with no coding required. ≠ ☼ ≡ ∞ ∆ ∑ √ ≈ ∑ = ? # ~ ‰
  • 13. Confidential © 2014 Actian Corporation13 1. Visual Framework: connecting, blending, & enriching data, data science discovery, building and testing predictive models 2. 1500 KNIME Operators + R analytics running in parallel on HDFS + Hadoop = The Open Source Trifecta 3. High-Performance, YARN-based data processing engine running on HDFS 4. High-Performance, vector processing engine as the pattern for SQL on Hadoop 7 Ingredients Added to Hadoop to Create Value
  • 14. Confidential © 2014 Actian Corporation14 The Story of X100 - Vector Peter Boncz Performance X100 Drives Stinger and Impala Aspirations!
  • 15. Confidential © 2014 Actian Corporation15 1. Visual Framework: connecting, blending, & enriching data, data science discovery, building and testing predictive models 2. 1500 KNIME Operators + R analytics running in parallel on HDFS + Hadoop = The Open Source Trifecta 3. High-Performance, YARN-based data processing engine running on HDFS 4. High-Performance, vector processing engine as the pattern for SQL on Hadoop 5. Extreme-Performance, super-low latency, massively parallel analytics engine 7 Ingredients Added to Hadoop to Create Value
  • 16. Confidential © 2014 Actian Corporation16 Libraries of Analytics MassivelyParallel Integration Hadoop Sophisticated, Low Latency Analytics in Database Connections for Any Data Actian Analytics PlatformTM Enterprise Data Machine Data Social Data Business Processes Users Machines Applications Data Warehouse Real-Time AnalyticServices Visual Framework for Data and Analytic Workflows SaaS Data Actian Analytics Platform: Next Generation Big Data Analytics Amazon Redshift High Performance Data Science Natively on Hadoop
  • 17. Confidential © 2014 Actian Corporation17 1. Visual Framework: connecting, blending, & enriching data, data science discovery, building and testing predictive models 2. 1500 KNIME Operators + R analytics running in parallel on HDFS + Hadoop = The Open Source Trifecta 3. High-Performance, YARN-based data processing engine running on HDFS 4. High-Performance, vector processing engine as the pattern for SQL on Hadoop 5. Extreme-Performance, super-low latency, massively parallel analytics engine 6. Blueprints to accelerate analytics application development and value creation 7 Ingredients Added to Hadoop to Create Value
  • 18. Confidential © 2014 Actian Corporation18 Big Data 2.0 Media Mix Modeling Blueprint IMPACT FORECAST ANALYSIS MARKETING IMPACT ANALYSIS CRMdb All Relevant Account Info and Demographics CONNECT BUILD CUSTOMER PROFILE EDWdb All Relevant Sales Histories ANALYZE ACT MAXIMIZE REVENUE FROM MARKETING SENTIMENT AND CONTENT ANALYSIS AGGREGATE SALES DATA Hadoop Logs Detailed ePOS Receipts SKU LEVEL SALES DATA BY GEO JOIN DERIVE AGGREGATE PREPARE EDWdb Marketing Vehicle Details CAPTURE MARKETING VEHICLES MARKETING MIX SALES CONTRIBUTION YEARLY CHANGE REPORT SALES VOLUME, EFFECTIVENES S, EFFICIENCY AND ROI REPORT NEW MEDIA MIX OPTIMIZATION MINIMIZE MARKETING SPEND TO REVENUE RATIO Hadoop Text Files Campaign Response Notes PREPARE FOR TEXT ANALYTICS CUSTOMER MATCH WITH CAMPAIGNS VEHICLE RESULTS AT GEO, STORE, SKU AND CUSTOMER LEVEL
  • 19. Confidential © 2014 Actian Corporation19 1. Visual Framework: connecting, blending, & enriching data, data science discovery, building and testing predictive models 2. 1500 KNIME Operators + R analytics running in parallel on HDFS + Hadoop = The Open Source Trifecta 3. High-Performance, YARN-based data processing engine running on HDFS 4. High-Performance, vector processing engine as the pattern for SQL on Hadoop 5. Extreme-Performance, super-low latency, massively parallel analytics engine 6. Blueprints to accelerate analytics application development and value creation 7. ?????? 7 Ingredients Added to Hadoop to Create Value
  • 20. Confidential © 2014 Actian Corporation20  Stay tuned for the announcement on June 3, 2014 at the Hortonworks Hadoop Summit in San Jose, California!  Join us for the webinar announcing “the seventh ingredient” on Tuesday, June 17, 2014 The Seventh Ingredient Adds Perfection
  • 21. Confidential © 2014 Actian Corporation21 Libraries of Analytics MassivelyParallel Integration Hadoop Extreme Performance, Low Latency Analytics in Database Connections for Any Data Actian Analytics PlatformTM Enterprise Data Machine Data Social Data Business Processes Users Machines Applications Data Warehouse Real-Time AnalyticServices Visual Framework for Data and Analytic Workflows SaaS Data Questions and Answers Amazon Redshift
  • 22. Confidential © 2014 Actian Corporation22 Jim Walker Director of Product Marketing Hortonworks jim@hortonworks.com www.hortonworks.com John Santaferraro VP of Solutions & Product Marketing Actian john.Santaferraro@actian.com www.actian.com Thank You!