Open Analytics 2014 - Pedro Alves - Innovation though Open Source
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Pentaho focuses on providing a comprehensive analytics platform capable of handling big data by integrating various data sources for enhanced insights. The document outlines the growing significance of big data analytics, emphasizing the need for modern, user-friendly tools that enable efficient data blending in real-time environments. It also highlights the company's achievements and the projected growth of both embedded and big data analytics markets.
Open Analytics 2014 - Pedro Alves - Innovation though Open Source
- 1. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 1 @pmalves OpenAnalytics.es The Future of Analytics Pedro Alves
- 2. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 2 Critical mass achieved •Over 1,200 commercial customers •Over 10,000 production deployments Innovation through open source •Open, pluggable, purpose-built for the future •Early sustained leadership in big data ecosystem with technology innovation Modern, cohesive data integration and business analytics platform •Full spectrum through advanced analytics for all key roles •Embeddable, cloud-ready analytics •Big data blending for analytics in real-time environments •Broadest and deepest big data integration WHAT WE DO We enable the modern, big data-driven business
- 3. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 3 40000 30000 20000 10000 Exabytes of Data Source: IDC’s Digital Universe Study, sponsored by EMC, December 2012 YOU ARE HERE FROM 2010 TO 2015 77% of data relevant to enterprises will be unstructured We all know the amount of data in the world is growing exponentially
- 4. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 4 EXABYTES PETABYTES TERABYTES GIGABYTES INCREASING DATA VARIETY AND COMPLEXITY BIG DATA WEB CRM ERP TRANSACTIONS INTERACTIONS The opportunity for big data is greatest when it can seamlessly connect to the rest of the data in your organization
- 5. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 5 Pentaho Addressable Market 1)Embedded Source – Gartner, IDC, Forrester – Assumes 8% of SaaS Market 2)Big Data Analytics – BAML – Big Data research – 3/12 (BI and Data Integration portion) – Assumes 20% CAGR 2012 - 2016 Total Addressable Market Year Size 2012 $19B 2014 $41B CAGR 47% •Web, Social, Device •Advanced Analytics •Cloud •ISV •OEM Model Pentaho value is at the intersection of two high growth multi-billion dollar markets Big Data Analytics ($17B2) Embedded Analytics ($2B1) Pentaho
- 6. 6 © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 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 View 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
- 7. 7 © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 ANY Analytics • Reports • Dashboards • Visualizations • Discovery • Predictive • Any role Analytics ANY Environment • Data warehouses • Data marts • Stack vendors • Cloud • Embedded Existing & New Data Infrastructure & Processes ANY Data • Relational • Operational • Big Data • Data sources not yet anticipated Billing Location Social Media Customer Web Network OUR VISION The New Reality: Powerful yet simplified analytics for all users
- 8. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 8 OPERATIONAL DATA BIG DATA DATA STREAM PUBLIC/PRIVATE CLOUDS DBA/ETL/BI DEVELOPER BUSINESS USER BUSINESS/DATA ANALYST ANY ANALYTICS ANY DATA ANY ENVIRONMENT An architecture for any future, analytics for any data
- 9. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 9 WHAT WE BELIEVE Big data is completely altering the market requirements for analytics Even big data needs to play well with others 1 The most powerful insights come from blending data on demand and at the source 2 You can’t prepare for tomorrow with yesterday’s tools 3
- 10. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 10 2013, 38% 38% 16% 4% 4% More detail from customers, suppliers, etc. Social media content Commercially available data Publicly available data Existing underutilized “dark data” Getting Value from Big Data, Gartner Webinar, May 2012 + ROI + + + = The most compelling insights come from data combinations “Which source of data represents the most immediate opportunity to transform your business?”
- 11. 11 © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 Improve operational effectiveness Machines/sensors: predict failures, network attacks Financial risk management: reduce fraud, increase security Reduce data warehouse cost Integrate new data sources without increased database cost Provide online access to ‘dark data’ Drive incremental revenue Predict 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
- 12. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 12 Entry Transform Advanced Optimize Big Data Opportunity What the Market is Deploying Today and Planning for Tomorrow? Data Warehouse Optimization Streamlined Data Refinery Big Data Exploration Next Generation Applications Big Data Predictive Analytics Use Case Complexity Business Impact Customer 360 Degree View Harnessing Machine & Sensor Data On-Demand Big Data Blending Internal Big Data as a Service
- 13. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 13 Streamlined Data Refinery Extracting Value from Wi-Fi data at scale Business Challenge •Make highly scalable analytics solution to accommodate hundreds of thousands of Wi-Fi access points and millions of user sessions per customer •Create embedded analytics environment that streamlines out data in a highly governed, multi-tenant environment Pentaho Benefits •Rapid time to market and increased revenue generation •Improved end-user analytics insight with advanced analytics tools, including a custom built Apache Kafka plugin, which was donate to the open-source marketplace
- 14. 14 © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 “Pentaho has delivered a solution that could both handle non-relational data at massive scale and provide easy-to-use analytics in an intuitive user interface.” Business User Reports and Dashboards on KPIs End Users Dashboards and Reports on Data Usage PDI Business Analytics Server Data Scientist Data Mining and Data Governance Account and ERP Data Unstructured Wi-Fi Data Machine and Network Data PDI Created custom PDI plug-in and donated to open-source
- 15. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 15 Customer 360° View Business Challenge •Report and analyze a complex, growing data ecosystem to improve patient services and research •Fulfill commitment to digital innovation, open source tools and share information for free to any other third sector organization who wants to adapt it for their cause Pentaho Benefits •Dramatically improved analytical insights from CRM, social media and ERP data to boost annual event contributions •Contributed code to CiviCRM, sharing their work so that volunteering for one charity can potentially benefit thousands Using Business Analytics to Fight Cancer
- 16. 16 © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 Open http Access “Pentaho is putting data in the hands of the business, managing information via data blending dashboards and reporting that would have been impossible with our existing technology. We are at the start of a journey with the business intelligence and Pentaho will enable us to deliver our mission to beat blood cancer. ” Internal User Reporting & Data mining Hadoop Cluster CRM Data Sponsor ERP Social Media and Web Tracking Web Registration PDI Business Analytics Server Multi-tenancy Support Medical Researcher Dashboarding and Event Tracking
- 17. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 17 Next Gen Applications Enabling informed decision making and improved productivity Business Challenge •Need web application that gives access to trades, positions, cash movements and other information •Meet customer needs, while ensuring governance through risk monitoring Pentaho Benefits •Improved customers satisfaction due to a major improvement of time to market for new queries, dashboards and reports •Forecasted an annual 60% cost reduction of running and maintaining ABN AMRO Clearing’s readables (standardized reports)
- 18. 18 © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 Business User Leverage Real-Time Reporting Transaction and Financial Data Web-Stream and Web-Services End Users Agile BI capabilities and self-service PDI Customer Demographics Multi-tenancy Support Single Sign-on Business Analytics Server “Implementing Pentaho gives our clients this opportunity to more accurately satisfy their information needs in an interactive environment.” Global Exchange Data Data Scientist Analysis and Data Mining
- 19. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 19 The most powerful insights come from blending data on- demand and at the source
- 20. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 20 From a world of captured data………. The next generation of analytics will be about blending data where it lives, right now To a world where data is connected, open, and fluid
- 21. 21 © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 Blending brings the two worlds together Evolving big data architectures P D I Existing ETL Tool or PDI EDW Data Marts Analytics Existing ETL Tool or PDI Customer Provisioning Billing BI Tools Location Web Social Media Network Existing Process or PDI Hadoop Cluster NoSQL P D I Analytic DB On-Demand Integration & Blending 5.0 5.0
- 22. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 22 You can’t prepare for tomorrow with yesterday’s tools
- 23. 23 © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 Evolving Big Data Analytics Requirements Analytics Analytics Analytics Native On-Demand Blending Blended Advanced Analytics Advanced Analytics • Reporting, Visualization & Discovery • Reporting, Visualization & Discovery • Embedded Analytics • Instaview • Predictive Analytics • Search and Text Analytics • Real-Time
- 24. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 24 Embedded Analytics is key part of future
- 25. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 25 SaaS enterprise application market to grow at 17.2% CAGR through 2015, to over $22 billion -Gartner (2012) Big Data is Fueling Application Innovation Vendors are leveraging massive data sets & powerful processing to: •Deliver faster, more responsive applications •Harness machine & device data for operational insight •Create robust predictive engines based on online behavior Increasing strategic importance for software/SaaS value proposition
- 26. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 26 •Simplified integration and extensibility for OEMs •Embed into your workflow or application •Work with simplified REST services •Eliminate start-up time with an extensive, rich library of samples Analytic power unlocked for your application Simplified embedding anywhere
- 27. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 27 Architected for any future
- 28. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 28 In Sum…
- 29. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 29 Data integration Business analytics + The IT department Lines of business + Big data Any data + Any data. Any environment. Any analytics. The strength of Pentaho lies in the power of combination
- 30. © 2014, Pentaho. All Rights Reserved. pentaho.com. Worldwide +1 (866) 660-7555 30 Thank You blog.pentaho.com @Pentaho Facebook.com/Pentaho Pentaho Business Analytics JOIN THE CONVERSATION. YOU CAN FIND US ON: