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Dominik ClaßenSales Engineering Team Lead
Pentaho
September 2014
Internet of Things
Analytics
© 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-75552
WHAT WE BELIEVE
Internet of Things
Apply the right data source and processing for the right type of analytics
1The most powerful insights come from blending data on demand and at the source
2Plan for agility, flexibility and near real-time
3
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Two key pressure points are disrupting the traditional analytics market
On the road to the modern big data driven enterprise
Effectively Administer, Manage &
Deploy
Easily Interact, Visualize &
Explore
Blend Data for Comprehensive
ViewDifferent
Audiences Different Needs
Business ManagersBusiness AnalystsData ScientistsAdminsIT
Escalating Need for New Data
Types
Escalating Need for New Data
Types
Velocity, Volume, Variety, Value
Next Wave of Self-Service
Analytics
Next Wave of Self-Service
Analytics
Beyond Business Analysts
Near “real-time” or Process Driven
Analytics
Near “real-time” or Process Driven
Analytics
Data in motion
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Apply the right data source and processing for the right type of analytics
© 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-75555
Improve operational effectivenessMachines/sensors: predict failures, network attacks
Financial risk management: reduce fraud, increase security
Reduce data warehouse cost
Improve customer experienceBuild a 360◦ view to fully understand and serve the customer
Drive personalized and adjusted interaction
Use automated recommendations logic
Drive incremental revenuePredict customer behavior across all channels
Understand and monetize customer behavior
Begin to monetize data as a service
Emerging big data use cases demand blending multiple data sources
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Mixed architecture
Analytics
Location
Sensor
Social Media
Network
ExistingProcessor PDI
HadoopCluster
NoSQL
PDI
Analytic DB
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EntryAdvanced
A Spectrum of Big Data Use CasesWhat the Market is Deploying Today and Planning for Tomorrow
Data Warehouse Optimization
Streamlined Data
Refinery
Big Data Exploration
Customer 360 Degree
View
Harnessing Machine &
Sensor Data
Next Generation Applications
Internal Big Data as a Service
On-Demand Big Data Blending
Big Data Predictive Analytics
Use Case Complexity
Monetize My Data
© 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-75558 © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-75558 © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-75558
•Modelling vs Execution
•Let the data speak!
•Operationalise
Advanced AnalyticsPredictive & Data mining
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The most powerful insights come from blending data on-demand and at the source
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Blending brings the two worlds togetherEvolving big data architectures
PDI
Existing ETL Tool
or PDIEDW Data
Marts
Analytics
ExistingETL Tool
or PDI
Customer
Provisioning
Billing
BI Tools
Location
Sensor
Social Media
Network
ExistingProcessor PDI
HadoopCluster
NoSQL
PDI
Analytic DB
On-Demand Integration & Blending
5.0
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360 ViewsCustomer, Patient, Partner, Citizen…Criminal
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Plan for agility, flexibility and near real-time
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UsersReporting, Analyses,
Dashboards
Customer & Account
Data
Ratings Data
Transaction and Financial
Data
Legacy Transaction and
Server Data
PDI
Extract Transform ReportScalable and flexible data presentation
• Extract Transform Report patterns are massively flexible due to the absence of data warehouse or data mart schemas.
• Can utilize flexible schema NoSQL databases such as MongoDB
• Transformation processing power can grow independently of storage and query processing requirements
PDI
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Example - Customer 360° ViewFrom Buying Patterns to Revenue
Pentaho Benefits•Operationalize data to measure and improve business outcomes for clients
•Improved end-user satisfaction with data rich dashboards and enhanced analytical capabilities
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From Buying Patterns to Revenue
Server and System Data
Mobile Transactions
Machine Data form Mobile
Network Usage Data
Customer Demographics
PDI
Billing and Accounts
PDI
PDI
Business Analytics
Server
Business User (CFO, CMO)
Dashboards and Reporting on KPIs
Multi-tenancy Support
Single Sign-on
End-User Real-time Analytics
on customer behavior and mobile use
Example - Customer 360° View
Key Value Store
Document Store Database
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Extract Transform Report delivers a number of significant business benefits•Greater Agility
• Less moving parts – Less design - Lower cost to develop• Lower change overhead - Reduced time to value
•Greater flexibility• Reduced governance, planning and maintenance = lower TCO• Better access to data = better business insight = better decisions• No standards
•Real Time• Zero loss of insight from waiting for data warehouse changes to
mirror transactional systems• Direct access to transactional systems or replica sets
Extract Transform ReportFundamentally different
© 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-755517
WHAT WE BELIEVE
Internet of Things
Apply the right data source and processing for the right type of analytics
1The most powerful insights come from blending data on demand and at the source
2Plan for agility, flexibility and near real-time
3
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What next?
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Thank You
Join the conversation. You can find us on:
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