Enabling a Data Driven Agile Business
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Enabling a Data Driven Agile Business

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This presentation talks about the importance of a data scientist and the process and challenges of building a data strategy

This presentation talks about the importance of a data scientist and the process and challenges of building a data strategy

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Enabling a Data Driven Agile Business Enabling a Data Driven Agile Business Presentation Transcript

  • Enabling a data driven agile businessTharindu MathewAssociate Tech. LeadWSO2 Inc.
  • Guess who? Courtesy of http://www.outsider-trading.com/
  • Peter Brand from MoneyballBrand analyzes playerdata and helps GMBeane to driveOakland A’s tospectacular seasonalperformance with ateam on a slim payrole Picture courtesy of imdb
  • A Data Scientist is…
  • The sexiest job of the 21st century…Harvard Business Review - http://hbr.org/2012/10/data-scientist-the-sexiest-job-of-the-21st-century/ar/1
  • Careers at facebook Picture courtesy of facebook
  • Data as a new source of growth Data Analytics Cloud Data Internet of Things Mobile
  • Recap of 2011• Complete re-write of monitoring products• Focusing on 3 main aspects • Performance • Scalability • Customizability
  • In Sept 2012 WSO2 BAM WSO2 CEP “Open source, multi-tenanted big data native product platform”
  • Progress• 10+ customers• 4 releases – Just fresh this week - BAM 2.2.0 and CEP 2.2.0• Heavy internal usage – API Manager, Stratos 2.0, Carbon Ops network• Enabling data scientists to work their magic on data not be concerned about ops
  • Creating a big data strategy… Big data expertise Big Problems? Getting Driving everyone decisions on board
  • Creating a big data strategy… - Being BigData native
  • Creating a big data strategy… - FederatedAnalytics Real-time streams Spreadsheets Logs Federated Analytics
  • Creating a big data strategy… - Scaling
  • Vision for 2013“Data to knowledge” fusing WSO2 BAM, CEP, ESB and DSS
  • And also…Try to run through 10 TB in 2 seconds
  • Data created & shared (2012 – 2015) Zettabytes 8000 6000 4000 Zettabytes 2000 0 2012 2013 2014 2015
  • What is a Zettabyte?Mark Liberman calculated the storage requirements for allhuman speech ever spoken at 42 zettabytes if digitized as16 kHz 16-bit audio.(1 billion terra bytes = 1 zetta byte)
  • Questions