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Big Data
	

What is it REALLY About?
The Proper Introduction
What Big Data is Not
	


Size Matters Not
For Tonight’s Purposes,
Big Data = High Performance Data Analysis
Big Data is About Two Things
Big Data is About Two Things
	


First it’s about Money, Lots of
Money
So What’s the Second thing?
So what’s the Second thing?
So what’s the Second thing?
So what’s the Second thing?
	

“ In the philosophy of 
decision theory, Bayesian
inference is closely related to
discussions of subjective
probability.

Bayesian probability provides
a rational method for updating
beliefs.
Big Data is about Degrees of Belief.
So where are headed tonight?
Agenda
	

•  How Big Data Got Me Here	

•  Case Studies	

•  HPC and Big Data	

•  The Future - What’s Next?
Beware the Big Data Naysayers
What is their agenda?
If Big Data is So Powerful, 
Why can’t it predict the Economy?
	

The Stock Market is all about Degrees of Belief!	


• The economic system is non-linear.	

• Therefore, even a small stimulus can create a completely
unexpected result	


• It’s a complex dynamical system where you don’t have clear
knowledge of the initial conditions or the conditions of the
stimulus.	


• Big Data can can help you see averages, find the needle in the
haystack, and help identify the accurate models for predicting
what the market is really going to be doing.
How Big Data Got Me Here
How Big Data Got Me Here
	


•  REACH – Measure of total audience size.	

•  RESONANCE – How much activity someone creates
when he/she publishes.	

•  RELEVANCE – How relevant someone is to a topic.
Case Study: Sumo Fraud
Case Study: Prediction Machine
Case Study: Mortgage Fraud
	

Lexis Nexis Risk Analysis	


• Developed HPCC technology - an HPC alternative
to Hadoop	


• Database has 270 Million Individuals in the US Alone	

• They know you’re that John Smith	

• Graph Analysis spots Relationships	

• Ability to spot mortgage fraud rings that were
previously undetectable
Case Study: Big Brother Watches Big Brother
HPC and Big Data
	


Venus
	

(HPC)
	


Mars
	

(Big Data)
Big Data- What’s Changed?
	


http://bit.ly/1gZ7ZbD
The Big Data Frontier
	


There is no Eminent Domain
HPC - What’s Changed?
	


1986	

CRAY X-MP/4	

4 Vector Processors	

800 Mflops (106)	


2013 	

Tianhe 2	

3,120,000 cores	

33.86 Petaflops (1015)
The HPC Frontier
Big Data Companies to Watch
	


•  Continuuity - Big Data App Server	

•  Lexis Nexis - HPCC Risk Analysis	

•  Hortonworks, Cloudera, Zettaset, MongoDB
Jaspersoft, Treasure Data, Revolution, and
Teradata	


•  IBM, HP, Dell, Mellanox, Intel, Nvidia and Cray	

•  Startups - too many to mention them all
Summary
	

Big Data is about two things:	


• Money! Making More and
Keeping it	


• Degrees of Belief
Call to Action
	

•  Check out insideBIGDATA.com	

•  Buy this book:	

•  Big Data: A Revolution That
Will Transform How We Live,
Work, and Think
by
Viktor Mayer-Schonberger
and Kenneth Cukier
Call to Action
	


• Read this SCI-FI Original: The Observer Effect	

• “A scientist seeks uses Big Data to prove the existence of God.”	

	

	

	

	

	

	


• bitly.com/theObserverEffect
Poll: So how did I do tonight?

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Big Data: What's it Really About?

  • 1. Big Data What is it REALLY About?
  • 3. What Big Data is Not Size Matters Not
  • 4. For Tonight’s Purposes, Big Data = High Performance Data Analysis
  • 5. Big Data is About Two Things
  • 6. Big Data is About Two Things First it’s about Money, Lots of Money
  • 7.
  • 8. So What’s the Second thing?
  • 9. So what’s the Second thing?
  • 10. So what’s the Second thing?
  • 11. So what’s the Second thing? “ In the philosophy of  decision theory, Bayesian inference is closely related to discussions of subjective probability. Bayesian probability provides a rational method for updating beliefs.
  • 12. Big Data is about Degrees of Belief.
  • 13. So where are headed tonight?
  • 14. Agenda •  How Big Data Got Me Here •  Case Studies •  HPC and Big Data •  The Future - What’s Next?
  • 15. Beware the Big Data Naysayers What is their agenda?
  • 16. If Big Data is So Powerful, Why can’t it predict the Economy? The Stock Market is all about Degrees of Belief! • The economic system is non-linear. • Therefore, even a small stimulus can create a completely unexpected result • It’s a complex dynamical system where you don’t have clear knowledge of the initial conditions or the conditions of the stimulus. • Big Data can can help you see averages, find the needle in the haystack, and help identify the accurate models for predicting what the market is really going to be doing.
  • 17. How Big Data Got Me Here
  • 18. How Big Data Got Me Here •  REACH – Measure of total audience size. •  RESONANCE – How much activity someone creates when he/she publishes. •  RELEVANCE – How relevant someone is to a topic.
  • 21. Case Study: Mortgage Fraud Lexis Nexis Risk Analysis • Developed HPCC technology - an HPC alternative to Hadoop • Database has 270 Million Individuals in the US Alone • They know you’re that John Smith • Graph Analysis spots Relationships • Ability to spot mortgage fraud rings that were previously undetectable
  • 22.
  • 23. Case Study: Big Brother Watches Big Brother
  • 24. HPC and Big Data Venus (HPC) Mars (Big Data)
  • 25. Big Data- What’s Changed? http://bit.ly/1gZ7ZbD
  • 26. The Big Data Frontier There is no Eminent Domain
  • 27. HPC - What’s Changed? 1986 CRAY X-MP/4 4 Vector Processors 800 Mflops (106) 2013 Tianhe 2 3,120,000 cores 33.86 Petaflops (1015)
  • 29. Big Data Companies to Watch •  Continuuity - Big Data App Server •  Lexis Nexis - HPCC Risk Analysis •  Hortonworks, Cloudera, Zettaset, MongoDB Jaspersoft, Treasure Data, Revolution, and Teradata •  IBM, HP, Dell, Mellanox, Intel, Nvidia and Cray •  Startups - too many to mention them all
  • 30.
  • 31. Summary Big Data is about two things: • Money! Making More and Keeping it • Degrees of Belief
  • 32. Call to Action •  Check out insideBIGDATA.com •  Buy this book: •  Big Data: A Revolution That Will Transform How We Live, Work, and Think by Viktor Mayer-Schonberger and Kenneth Cukier
  • 33.
  • 34. Call to Action • Read this SCI-FI Original: The Observer Effect • “A scientist seeks uses Big Data to prove the existence of God.” • bitly.com/theObserverEffect
  • 35. Poll: So how did I do tonight?