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IT Trends and Opportunities in Big Data
- 1. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE
- 2. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE Rajesh Nambiar EMC Academic Alliance @rrnamb rrnamb.blogspot.in
- 3. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE Thanks to our sponsor
- 4. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE 4© Copyright 2013 EMC Corporation. All rights reserved. INFORMATION TECHNOLOGY The Key to Productivity and Innovation
- 5. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE Take a Poll
- 6. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE Disruptive / Opportunistic IT Trends Mobile Cloud Big Data Social T R U S T
- 7. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE Mainframe, Mini Computer Terminals LAN/Internet Client/Server PC Mobile Cloud Big Data Social Mobile Devices MILLIONS OF USERS THOUSANDS OF APPS HUNDREDS OF MILLIONS OF USERS TENS OF THOUSANDS OF APPS BILLIONS OF USERS MILLIONS OF APPS Source: IDC, 2013
- 8. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE Take a Poll
- 9. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE Bite-Sized Data Byte: 1 character Megabyte: 1,000,000 (a million bytes) Gigabyte: 1,000,000,000 (a billion bytes) Terabyte: 1,000,000,000,000 (a trillion bytes) Petabyte: 1,000,000,000,000,000 (a thousand trillion bytes) Exabyte: 1,000,000,000,000,000,000 (a million trillion bytes) Zettabyte: 1,000,000,000,000,000,000,000 (a billion trillion bytes) all the grains of sand on the world’s coastlines Yottabyte: unimaginable!!!
- 10. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE Sources: “How Much Information?” Peter Lyman and Hal Varian, School of Information Management and Systems, UC Berkeley, 2000 and 2003. 2011 IDC Digital Universe Study. The Digital Universe In 2000 In 2000, the world generated approximately two exabytes of new information in one year
- 11. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE that much data in a day Sources: “How Much Information?” Peter Lyman and Hal Varian, School of Information Management and Systems, UC Berkeley, 2000 and 2003. 2012 IDC Digital Universe Study. The Digital Universe Today The digital universe now generates four times In 2000, the world generated approximately two exabytes of new information in one year
- 12. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE The Digital Universe In 2020 Source: 2012 IDC Digital Universe Study. Amount of new information, in exabytes
- 13. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE What’s Driving The Data Deluge? Geophysical Exploration Medical Imaging Video SurveillanceMobile Sensors Video Sharing Gene SequencingSmart Grids Social Media READING METERS EVERY 15 MINS. IS 3,000X MORE DATA INTENSIVE FACEBOOK GROWS 300 MILLION PHOTOS / DAY COST TO SEQUENCE ONE GENOME HAS FALLEN FROM $100M IN 2001 TO <$10K in 2013 ONE OIL RIG OFFERS 25 THOUSAND DATA POINTS/SEC YOUTUBE ADDS 72HRS. OF VIDEO PER MINUTE MORE THAN 1 BILLION SMARTPHONES IN USE WORLDWIDE
- 14. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE Location & Types Of Big DataLocation & Types Of Big (& Fast!) Data Structured Data Unstructured Data Enterprise Forecast Data Location Data Credit Data Shipping Data Social, Video Data Partner Public 10101010100101010 011001010101110010 1101010100101011111 Telemetry Data
- 15. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE Energy Big Data Transforms Business Every Industry Will Feel Impact Of Real Time, Predictive Analytics HealthcareGovernment Cyber Security InsuranceFinancial Telecom Retail Advertising Industrials
- 16. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE
- 17. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE
- 18. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE New Technologies and Roles
- 19. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE What’s New in IT Chipset Topology Memory Network Storage Data Model Language Killer Application End User Device X86 Multicore Virtualized Scale-Out TB IPv6 Virtual Network CNTRL Disk/Flash NoSQL, Hadoop Spring, Rails, Node.js Real Time Analytics vPC, Tablet, S-Phone
- 20. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE CLOUD INFRASTRUCTURE OPPORTUNITY • Broad Platform • Deep Technical • Orchestration • Configuration Management • Capacity Planning C LO U D ARCHITECT C L O U D ADMIN IT AUTOMATION ENGINEERING D ATA C E N T E R MANAGEMENT IT Production
- 21. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE SERVICE MANAGEMENT OPPORTUNITY I T P R O D U C T MANAGER S E R V I C E O P E R AT I O N S MANAGERSingle Pane of Glass • Service Lifecycle • Pricing Strategy • Service Operations • Business Partnering • Service Monitoring • Financial Transparency
- 22. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE APPLICATION DEVELOPMENT OPPORTUNITY CLOUD APPLICATION DEVELOPER CLOUD INTEGRATION ARCHITECT MOBILE APPLICATION DEVELOPER Multi-Tenant Enterprise Platforms • Cloud & Mobile Development • App Virtualization • Integration • Component Aggregation • User Experience
- 23. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE S E C U R I T Y OPPORTUNITY THREAT INTELLIGENCE ANALYST BUSINESS SECURITY MANAGER SECURITY FORENSICS ANALYST People Are The New Perimeter •Mobile Security •Advanced Threats •Business & Security Integration •Predictive Alerting •Risk Management
- 24. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE DATA ANALYTICS OPPORTUNITY D ATA SCIENTIST D ATA P L AT F O R M ARCHITECT E N T E R P R I S E D ATA G O V E R N A N C E MANAGER Addictive Analytics • Predictive Analytics • Data Mining • Data Visualization • Business Context • Information Intelligence
- 25. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE Take a Poll
- 26. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE Harvard Business Review October 2012 SPOTLIGHT ON BIG DATA
- 27. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE
- 28. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE 2013: The Year of the Cloud Architect
- 29. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE Areas of Research Artificial intelligence Risk analysis Machine learningCrowd sourcing SecurityMedical treatments
- 30. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE How to Stay Connected ?
- 31. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE Industry Events
- 32. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE Communities Social Networking
- 33. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE
- 34. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE OPPORTUN Y
- 35. © Copyright 2013 EMC Corporation. All rights reserved. WWW.FACEBOOK.COM/EMCACADEMICALLIANCE Q & A
Editor's Notes
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- Speaking points:Architect, engineer, operate, AND RunBuild enterprise services“Single Pane of Glass”
- Speaking points:CLOUD development frameworksApplication virtualizationIntegration design and implementationMobile application developmentLoad and performance testingConfigurability without customizationAggregation of standard components
- Speaking Points:Building Governance Into Processes & TechnologyBusiness acumen and knowledgeRisk managementEnterprise architecturePredictive alertingAbility to work under pressureRegulatory and legal complianceIncident response and investigationBalancing risk with reward
- This new collaborative, big data analysis process is called Data Science. The Harvard Business Review recently called Data Scientist the sexiest job of the 21st century. It must be real for the Harvard Business Review to have this kind of headline. But, Data Science isn’t just about the Data Scientist. It’s about the complete team and the iterative, collaborative process of Data Science.Business Intelligence was primarily about operational analysis of the history of the business or current state of the business. How did we do last quarter? Or, what is our inventory level? Business Intelligence is based on data models and reports that are defined far ahead of time, then carefully built over a period of months or years. This old model is slow-moving, rigid and pre-defined. It was also a standalone process where the outcome was a report.Data Science is about experimentation and iteration with a dynamic data set. It’s about being able to bring in a new set of data immediately, combine it with an existing set of data and find a unique insight. It’s also about predicting the future, rather than examining the past. And, very often the big data and the prediction are built into the application rather than left standalone.One way to think about the difference is with an analogy we all know: Internet queries. Can you imagine if you had to call Google ahead of time to ask them to load the data you want to query? Or, if your Google queries took hours or days to finish? That’s the world of BI. The world of data science is instant query results, so you can realize your search terms were wrong and add some new modifiers to get what you are looking for.