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Demystifying
   Big Data
        Aaron Weber, Product Architect
        Spiral16
Since 2007, Spiral16′s group of developers, data
analysts and researchers have been quietly building
one of the most powerful data mining platforms on
the planet, backed up by one of the most
experienced social data analysis teams in the
industry.

Spiral16′s social media and web research
platform and data analysis services are designed to
help everyone from CEOs to CMOs, marketing and
PR agencies, and researchers.

                              Demystifying Big Data
  11/8/2012                                           2
So what is Big Data?




                 Demystifying Big Data
11/8/2012                                3
So what is Big Data?


            “A collection of data sets so large and
            complex that it becomes difficult to
            process using on-hand database
            management tools.”
                       - Wikipedia




                         Demystifying Big Data
11/8/2012                                             4
So what is Big Data?

                           Exabytes Created By Year
            3000

            2500

            2000

            1500

            1000

            500

              0
                   2006   2007   2008   2009   2010   2011   2012




                             Demystifying Big Data
11/8/2012                                                           5
So what is Big Data?

                        In 2008 we were generating
                        as much stored data from the
                        dawn of civilization to 2003
                        every two days.

                        And that rate is predicted to
                        double every two years.



                 Demystifying Big Data
11/8/2012                                     6
So what is Big Data?




                 Demystifying Big Data
11/8/2012                                7
So what is Big Data?




            Inevitable

                 Demystifying Big Data
11/8/2012                                8
Big Data vs Little Data
                  Little Data =
              Relational Databases




                  Demystifying Big Data
11/8/2012                                 9
Big Data vs Little Data
                   Big Data =
            Non-Relational Databases




                   Demystifying Big Data
11/8/2012                                  10
Big Data vs Little Data




                  Demystifying Big Data
11/8/2012                                 11
Big Data vs Little Data


                                          • Structured




                  Demystifying Big Data
11/8/2012                                                12
Big Data vs Little Data


                                          • Structured
                                          • Organized




                  Demystifying Big Data
11/8/2012                                                13
Big Data vs Little Data


                                          • Structured
                                          • Organized
                                          • Hierarchical




                  Demystifying Big Data
11/8/2012                                              14
Big Data vs Little Data


                                          •   Structured
                                          •   Organized
                                          •   Hierarchical
                                          •   Rigid




                  Demystifying Big Data
11/8/2012                                                15
Big Data vs Little Data




                  Demystifying Big Data
11/8/2012                                 16
Big Data vs Little Data



                                          • Unstructured




                  Demystifying Big Data
11/8/2012                                             17
Big Data vs Little Data



                                          • Unstructured
                                          • Disparate




                  Demystifying Big Data
11/8/2012                                             18
Big Data vs Little Data



                                          • Unstructured
                                          • Disparate
                                          • Non-Hierarchical




                  Demystifying Big Data
11/8/2012                                             19
Big Data vs Little Data



                                          •   Unstructured
                                          •   Disparate
                                          •   Non-Hierarchical
                                          •   Reusable




                  Demystifying Big Data
11/8/2012                                               20
So why Big Data?


    • Find trends in existing data




                 Demystifying Big Data
11/8/2012                                21
So why Big Data?


    • Find trends in existing data
    • Better consumer targeting




                 Demystifying Big Data
11/8/2012                                22
So why Big Data?


    • Find trends in existing data
    • Better consumer targeting
    • Predictive analysis




                 Demystifying Big Data
11/8/2012                                23
So why Big Data?


    •       Find trends in existing data
    •       Better consumer targeting
    •       Predictive analysis
    •       Making better use of what you
            already know


                      Demystifying Big Data
11/8/2012                                     24
Who is using Big Data?




                  Demystifying Big Data
11/8/2012                                 25
Who is using Big Data?

      o     Financial Services
      o     Healthcare
      o     Retail
      o     Marketing
      o     Politics
                  Demystifying Big Data
11/8/2012                                 26
The Business of Big Data




                   Demystifying Big Data
11/8/2012                                  27
The Business of Big Data
   Vendor (Founded)    Founded Funding (in $US mil.) # of Institutional Rounds                 Investors

                                                                                 SAC Capital, The Founders Fund, Glynn
                                                                                 Capital, In-Q-Tel, Reed Elsevier
            Palantir    2004            $301                     7
                                                                                 Ventures, Ulu Ventures, Youniversity
                                                                                 Ventures and Jeremy Stoppelman
        Mu Sigma        2004            $133                     2               General Atlantic and Sequoia Capital
                                                                                 Silver Lake Sumeru, Accel-KKR, Invus
     Opera Solutions    2004            $84                      1               Financial Advisors, JGE Capital and
                                                                                 Tola Capital
                                                                                 Accel Partners, Greylock Partners and
            Cloudera    2008            $81                      4
                                                                                 Meritech Capital Partners
                                                                                 New Enterprise Associates, Sequoia
             10gen      2008           $73.4                     5               Capital, Flybridge Capital and Union
                                                                                 Square Ventures
                                                                                 Amazon, Menlo Ventures, Mohr
                                                                                 Davidow Ventures, Bay Partners,
            ParAccel    2005            $73                      5               Walden International, Tao Venture
                                                                                 Capital Partners and Silicon Valley
                                                                                 Bank
                                                                                 Andreesen Horowitz, General Catalyst,
                                                                                 O’Reilly AlphaTech Ventures, Windcrest
        GoodData        2007           $53.5                     3
                                                                                 Partners, Tenaya Capital and Next
                                                                                 World Capital
                                                                                 Ignition Partners, August Capital, JK&B
        Splunk(1)       2003            $40                      3
                                                                                 and Sevin Rosen Funds
                                                                                 Meritech Capital, Lightspeed Venture
        DataStax        2010           $38.7                     3               Partners, Sequoia Capital and Crosslink
                                                                                 Capital
        1010data        2000            $35                      1               Norwest Venture Partners




                                          Demystifying Big Data
11/8/2012                                                                                                  28
The Business of Big Data




                   Demystifying Big Data
11/8/2012                                  29
So what is Big Data?




            Inevitable

                 Demystifying Big Data
11/8/2012                                30
So what is Big Data?




            Inevitable
             And that’s a good thing.




                  Demystifying Big Data
11/8/2012                                 31
Big Data’s Big Questions


o What about the data storage and
  utilization we already have?
o How do we know if our data is Big Data?
o What are the primary costs of big data?
o What answers can I get from our data?
o Where do we begin?


                   Demystifying Big Data
11/8/2012                                  32
Better data. Better decisions.


        7171 West 95th Street
              Suite 310
       Overland Park, KS 2208
            913.944.4500

         www.spiral16.com

                                        Aaron Weber
                            aaron.weber@spiral16.com

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Demystifying Big Data

  • 1. Demystifying Big Data Aaron Weber, Product Architect Spiral16
  • 2. Since 2007, Spiral16′s group of developers, data analysts and researchers have been quietly building one of the most powerful data mining platforms on the planet, backed up by one of the most experienced social data analysis teams in the industry. Spiral16′s social media and web research platform and data analysis services are designed to help everyone from CEOs to CMOs, marketing and PR agencies, and researchers. Demystifying Big Data 11/8/2012 2
  • 3. So what is Big Data? Demystifying Big Data 11/8/2012 3
  • 4. So what is Big Data? “A collection of data sets so large and complex that it becomes difficult to process using on-hand database management tools.” - Wikipedia Demystifying Big Data 11/8/2012 4
  • 5. So what is Big Data? Exabytes Created By Year 3000 2500 2000 1500 1000 500 0 2006 2007 2008 2009 2010 2011 2012 Demystifying Big Data 11/8/2012 5
  • 6. So what is Big Data? In 2008 we were generating as much stored data from the dawn of civilization to 2003 every two days. And that rate is predicted to double every two years. Demystifying Big Data 11/8/2012 6
  • 7. So what is Big Data? Demystifying Big Data 11/8/2012 7
  • 8. So what is Big Data? Inevitable Demystifying Big Data 11/8/2012 8
  • 9. Big Data vs Little Data Little Data = Relational Databases Demystifying Big Data 11/8/2012 9
  • 10. Big Data vs Little Data Big Data = Non-Relational Databases Demystifying Big Data 11/8/2012 10
  • 11. Big Data vs Little Data Demystifying Big Data 11/8/2012 11
  • 12. Big Data vs Little Data • Structured Demystifying Big Data 11/8/2012 12
  • 13. Big Data vs Little Data • Structured • Organized Demystifying Big Data 11/8/2012 13
  • 14. Big Data vs Little Data • Structured • Organized • Hierarchical Demystifying Big Data 11/8/2012 14
  • 15. Big Data vs Little Data • Structured • Organized • Hierarchical • Rigid Demystifying Big Data 11/8/2012 15
  • 16. Big Data vs Little Data Demystifying Big Data 11/8/2012 16
  • 17. Big Data vs Little Data • Unstructured Demystifying Big Data 11/8/2012 17
  • 18. Big Data vs Little Data • Unstructured • Disparate Demystifying Big Data 11/8/2012 18
  • 19. Big Data vs Little Data • Unstructured • Disparate • Non-Hierarchical Demystifying Big Data 11/8/2012 19
  • 20. Big Data vs Little Data • Unstructured • Disparate • Non-Hierarchical • Reusable Demystifying Big Data 11/8/2012 20
  • 21. So why Big Data? • Find trends in existing data Demystifying Big Data 11/8/2012 21
  • 22. So why Big Data? • Find trends in existing data • Better consumer targeting Demystifying Big Data 11/8/2012 22
  • 23. So why Big Data? • Find trends in existing data • Better consumer targeting • Predictive analysis Demystifying Big Data 11/8/2012 23
  • 24. So why Big Data? • Find trends in existing data • Better consumer targeting • Predictive analysis • Making better use of what you already know Demystifying Big Data 11/8/2012 24
  • 25. Who is using Big Data? Demystifying Big Data 11/8/2012 25
  • 26. Who is using Big Data? o Financial Services o Healthcare o Retail o Marketing o Politics Demystifying Big Data 11/8/2012 26
  • 27. The Business of Big Data Demystifying Big Data 11/8/2012 27
  • 28. The Business of Big Data Vendor (Founded) Founded Funding (in $US mil.) # of Institutional Rounds Investors SAC Capital, The Founders Fund, Glynn Capital, In-Q-Tel, Reed Elsevier Palantir 2004 $301 7 Ventures, Ulu Ventures, Youniversity Ventures and Jeremy Stoppelman Mu Sigma 2004 $133 2 General Atlantic and Sequoia Capital Silver Lake Sumeru, Accel-KKR, Invus Opera Solutions 2004 $84 1 Financial Advisors, JGE Capital and Tola Capital Accel Partners, Greylock Partners and Cloudera 2008 $81 4 Meritech Capital Partners New Enterprise Associates, Sequoia 10gen 2008 $73.4 5 Capital, Flybridge Capital and Union Square Ventures Amazon, Menlo Ventures, Mohr Davidow Ventures, Bay Partners, ParAccel 2005 $73 5 Walden International, Tao Venture Capital Partners and Silicon Valley Bank Andreesen Horowitz, General Catalyst, O’Reilly AlphaTech Ventures, Windcrest GoodData 2007 $53.5 3 Partners, Tenaya Capital and Next World Capital Ignition Partners, August Capital, JK&B Splunk(1) 2003 $40 3 and Sevin Rosen Funds Meritech Capital, Lightspeed Venture DataStax 2010 $38.7 3 Partners, Sequoia Capital and Crosslink Capital 1010data 2000 $35 1 Norwest Venture Partners Demystifying Big Data 11/8/2012 28
  • 29. The Business of Big Data Demystifying Big Data 11/8/2012 29
  • 30. So what is Big Data? Inevitable Demystifying Big Data 11/8/2012 30
  • 31. So what is Big Data? Inevitable And that’s a good thing. Demystifying Big Data 11/8/2012 31
  • 32. Big Data’s Big Questions o What about the data storage and utilization we already have? o How do we know if our data is Big Data? o What are the primary costs of big data? o What answers can I get from our data? o Where do we begin? Demystifying Big Data 11/8/2012 32
  • 33. Better data. Better decisions. 7171 West 95th Street Suite 310 Overland Park, KS 2208 913.944.4500 www.spiral16.com Aaron Weber aaron.weber@spiral16.com

Notas del editor

  1. So how large and complex are we talking about?
  2. In fact we’ve moved past exabytes into zetabytes. To put this in perspective: That’s 2.7 TRILLION gigabytes of data.
  3. So what is Big Data?
  4. There is simply no way with our current levels of technology to process data in the manner we’re used to. Big Data is the technological path we have to take if we have any desire to make sense of the world we’re creating every day.
  5. There is simply no way with our current levels of technology to process data in the manner we’re used to. Big Data is the technological path we have to take if we have any desire to make sense of the world we’re creating every day.
  6. Little Data is a misnomer here. In the real world we’re still talking about massive sets of data. Warehouses full of it, in fact. What we’re really talking about is non-relational vs relational databases. An illustration:
  7. Little Data is a misnomer here. In the real world we’re still talking about massive sets of data. Warehouses full of it, in fact. What we’re really talking about is non-relational vs relational databases. An illustration:
  8. Little Data is a misnomer here. In the real world we’re still talking about massive sets of data. Warehouses full of it, in fact. What we’re really talking about
  9. But more importantly, Big Data is something else:
  10. But more importantly, Big Data is something else:
  11. But more importantly, Big Data is something else:
  12. But more importantly, Big Data is something else:
  13. But more importantly, Big Data is something else:
  14. But more importantly, Big Data is something else:
  15. But more importantly, Big Data is something else:
  16. But more importantly, Big Data is something else:
  17. This last one is the important one: Non-structured data left in its original state is infinitely reusable. Instead of dozens or hundreds of silos of information, you can reduce data (and management) duplication for a unified pool of information that can be used for vastly different ends.
  18. So how large and complex are we talking about?
  19. So how large and complex are we talking about?
  20. So how large and complex are we talking about?
  21. So how large and complex are we talking about?
  22. Gartner’s Hype Cycle – The Peak of Inflated Expectations
  23. So how large and complex are we talking about?