MongoDB IoT City Tour EINDHOVEN: Analysing the Internet of Things: Davy Nys, Pentaho
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Drawing on Pentaho's wide experience in solving customers' big data issues, Davy Nys will position the importance of analytics in the IoT: [-] Understanding the challenges behind data integration & analytics for IoT [-] Future proofing your information architecture for IoT [-] Delivering IoT analytics, now and tomorrow [-] Real customer examples of where Pentaho can help
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MongoDB IoT City Tour EINDHOVEN: Analysing the Internet of Things: Davy Nys, Pentaho
- 1. © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide 1 +1 (866) 660-7555 September 2014 Davy Nys VP, EMEA & APAC @davynys Internet of Things Analytics
- 2. © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide 2 +1 (866) 660-7555
- 3. So what’s Internet of Things © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide 333 22001133,, PPeennttaahhoo.. AAllll RRiigghhttss RReesseerrvveedd.. ppeennttaahhoo..ccoomm.. WWoorrllddwwiiddee +++111 (((888666666))) 666666000---777555555555
- 4. Two key pressure points are disrupting the traditional analytics market On the road to the modern big data driven enterprise Near “real-time” or Process Driven Near “real-time” or Process Driven Analytics Analytics Data in motion Escalating Need for New Data Types Next Wave of Self- Service Analytics © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide 4 +1 (866) 660-7555 Easily Interact, Visualize & Explore Blend Data for Comprehensive View Effectively Administer, Manage & Deploy Different Audiences Different Needs Business Managers Business Analysts Data Scientists Admins IT Escalating Need for New Data Types Velocity, Volume, Variety, Value Next Wave of Self- Service Analytics Beyond Business Analysts
- 5. OUR VISION The New Reality: Powerful yet simplified analytics for all users Billing Social Media Location Customer Web Network © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide 5 +1 (866) 660-7555 Analytics ANY Analytics •Reports •Dashboards •Visualizations •Discovery •Predictive •Any role Existing & New Data Infrastructure & Processes ANY Environment •Data warehouses •Data marts •Stack vendors •Cloud •Embedded ANY Data •Relational •Operational •Big Data •Data sources not yet anticipated
- 6. Apply the right data source and processing for the right type of analytics © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide 6 +1 (866) 660-7555
- 7. Emerging big data use cases demand blending multiple data sources Improve operational effectiveness Machines/sensors: predict failures, network attacks Financial risk management: reduce fraud, increase security Reduce data warehouse cost © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide 7 +1 (866) 660-7555 Improve customer experience Build a 360◦ view to fully understand and serve the customer Drive personalized and adjusted interaction Use automated recommendations logic Drive incremental revenue Predict customer behavior across all channels Understand and monetize customer behavior Begin to monetize data as a service
- 8. Mixed architecture Network NoSQL © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide 8 +1 (866) 660-7555 Analytics Location Sensor Social Media Existing Process or PDI Hadoop Cluster PDI Analytic DB
- 9. © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide 111111 22001133,, PPeennttaahhoo.. AAllll RRiigghhttss RReesseerrvveedd.. ppeennttaahhoo..ccoomm.. WWoorrllddwwiiddee +++111 (((888666666))) 666666000---777555555555 •Modelling vs Execution •Let the data speak! •Operationalise Advanced Analytics Predictive & Data mining
- 10. The most powerful insights come from blending data on-demand and at the source © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide 12 +1 (866) 660-7555
- 11. Blending brings the two worlds together Evolving big data architectures NoSQL PDI Network © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide 13 +1 (866) 660-7555 Existing ETL Tool or PDI 5.0 EDW Data Marts Analytics Existing ETL Tool or PDI Customer Provisioning Billing BI Tools Location Sensor Social Media Existing Process or PDI Hadoop Cluster PDI Analytic DB On-Demand Integration & Blending
- 12. 360 Views Customer, Patient, Partner, Citizen…Criminal © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide 14 +1 (866) 660-7555
- 13. Plan for agility, flexibility and near real-time © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide 15 +1 (866) 660-7555
- 14. Extract Transform Report Scalable and flexible data presentation • Extract Transform Report patterns are massively flexible due to the absence of Transaction and Financial Data © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide 16 +1 (866) 660-7555 Users Reporting, Analyses, Dashboards Customer & Account Data Ratings Data Legacy Transaction and Server Data PDI 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
- 15. Example - Customer 360° View From 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 © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide 17 +1 (866) 660-7555
- 16. From Buying Patterns to Revenue Machine Data form Mobile Network Usage Data Server and System Data Customer Demographics Mobile Transactions Document Store Database PDI Billing and Accounts PDI PDI © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide 18 +1 (866) 660-7555 Business Analytics Server Business User (CFO, CMO) Dashboards and Reporting on KPIs Single Sign-on Multi-tenancy Support End-User Real-time Analytics on customer behavior and mobile use Example - Customer 360° View Key Value Store
- 17. Extract Transform Report Fundamentally different 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 © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide 19 +1 (866) 660-7555
- 18. WHAT WE BELIEVE Internet of Things 1 Apply the right data source and processing for the right type of analytics 2 The most powerful insights come from blending data on demand and at the source © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide 20 +1 (866) 660-7555 3 Plan for agility, flexibility and near real-time
- 19. A Spectrum of Big Data Use Cases What the Market is Deploying Today and Planning for Tomorrow Data Warehouse Optimization Streamlined Data Refinery Big Data Exploration Entry Advanced © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide 222111 22001133,, PPeennttaahhoo.. AAllll RRiigghhttss RReesseerrvveedd.. ppeennttaahhoo..ccoomm.. WWoorrllddwwiiddee +++111 (((888666666))) 666666000---777555555555 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
- 20. An architecture for any future, analytics for any data DBA/ETL/BI DEVELOPER BUSINESS USER BUSINESS/DATA ANALYST ANY ANALYTICS ANY ENVIRONMENT ANY DATA © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide 2222 ++11 ((886666)) 666600--77555555
- 21. A future-proof data foundation Big data blended without barriers © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide 23 +1 (866) 660-7555 Powerful analytics simplified for any role
- 22. Thank You Join the conversation. You can find us on: © 2013, Pentaho. All Rights Reserved. pentaho.com. Worldwide 24 +1 (866) 660-7555
Editor's Notes
- Next Wave of Self Service Analytics – beyond meeting the needs of the business analysts (ie Qlikview and Tableau) Users need to be self-reliant regardless of data type Need broader set of analytics to meet their needs – advanced analytics as well as operational intelligence Broader audience such as Data Scientists, Operations Analysts, Business Managers, as well as Developers Analytics need to be simpler and more intuitive to use Easy to access and quick to get the information required Different Audiences, Different Needs: Includes Executives, Business Users, Business Analysts, Data Scientists, but also IT Administrators and Developers Broader solutions with broader set of complex data sources and types of analytics required
- Talking points: Pentaho offers “data exploration without boundaries” What does it mean to explore your data? Ask any question? Of any data? In any architecture? For any type of analytics: simple reporting to predictive Pentaho offers “data driven” analytics. Solving the hard problem for IT to deliver any type of analytics to any user Benefits: Insulates you from new data sources that might be added to your environment, new tools and new users.
- Icons are nice and the build-order is great! My suggestion the top 3 icons on the left-hand side: Customer Provisioning Billing Suggestion for the bottom 3 icons: Web Network Social Media (note: Location seems to be important to AT&T but we can just mention this) I need to come up with an explanation for why the arrow below “Just in Time Integration” is bi-directional instead of just flowing to Analytics
- MongoDB provides agility, scalability, and performance without sacrificing the functionality of relational databases, like full index support and rich queriesIndexes: secondary, compound, text search, geospatial, and more
- Icons are nice and the build-order is great! My suggestion the top 3 icons on the left-hand side: Customer Provisioning Billing Suggestion for the bottom 3 icons: Web Network Social Media (note: Location seems to be important to AT&T but we can just mention this) I need to come up with an explanation for why the arrow below “Just in Time Integration” is bi-directional instead of just flowing to Analytics