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Presented by
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The Power of Data
Dave Roberts
@OSIsoftDRoberts
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BIG DATA?
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VISA: 300 Million Transactions / Day
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Companies that invest in the
value that data provides
will prosper.
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Lycos 1994
Go.com 1994
AltaVista 1995
Excite 1995
Yahoo 1995
Ask Jeeves 1995
Google 1998
1994
1994
1995
1995
1995
1998
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OSIsoft History
Advanced control
Asymptotic nirvana
Business nirvana?
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Business Success
Advanced control: a metaphor for business
success?
In market availability
Matching production to customer demand
Regulatory compliance
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The Power of Data
Advanced control is a use of data
But, there are many other uses of the data
Our customers liked the advanced control but
they loved the data
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Google
Why did they beat the earlier contenders?
Technology
Recognized there was more data than meets the eye
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Map-Reduce
Technology
Acts on data
Solves a specific class of problems 18
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Real time data and event infrastructure
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You Cant Buy a Big-Data Solution
Key is executive level commitment
This is about business transformation leveraging fundamental types of data: Manufacturing/Process
Business
Customer
Social
Technology is an evolving enabler
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Keys to Unlocking the Power of Data
Understanding the problems at hand--what are
you trying to solve. What questions are you
trying to answer?
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The important and difficult job is never to find the right answers, it
is to find the right question.
Peter Drucker, The Practice of Management
The formulation of a problem is often more important than its solution.
Albert Einstein
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Keys to Unlocking the Power of Data
All the data. Think beyond the obvious and
especially data that may not last long.
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Keys to Unlocking the Power of Data
Ingenuity, insight and discovery to have some
ideas that can be answered with proper data
analysis.
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Keys to Unlocking the Power of Data
The technology and skills to do the analyses
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Whats New?
Availability of lots of data from many sources; and growing Machine and devices
Business
WWW
Social
Technology to process, store, access and analyze the data
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Big Data
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Datasets whose size is beyond the ability of typical
database software tools to capture, store, manage, and
analyze"
Dobbs, Richard; Bugin, Jacques; Hung Byers, Angela; Roxburgh, Charles;
Manyika, James; Global Institute, McKinsey; Brown, Brad; Chui, Michael (2011-
05-13). Big data: The next frontier for innovation, competition, and productivity
(Kindle Locations 95-96). McKinsey Global Institute.
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Characteristics
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Volume Velocity Variety
Valuable
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Variety
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Manufacturing/ Operational
Customer
Business Transactions
Data Latencies
1995 2012
Mfg/Ops Seconds Sub-second
Business Days Seconds
Customer Months Days
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Data Infrastructure
As important as other infrastructure
Communication
Energy
Water
Transportation
Most efficient way to deliver services needed by
many
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PI SERVER 2012
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PI Server 2012
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2010 R3 2012
Max Point Count 2 x 106 20 x 106
Max Data In Rate 100,000 ev/sec 1 x 106 ev/sec
Max Data Out Rate 5 x 106 ev/sec 10 x 106 ev/sec
Online Archives 5,000 archives 50,000 archives
Real-time Updates 200,000 sign-ups 10 x 106 sign-ups
Point Changes 10 points/sec 2,000 points/sec
Startup Time 20 minutes 10 minutes
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Big Data
IBM Smart Grid
350,000,000,000 events annually
Breaks down to 11,000 events per second
PI 2012?
1million events per second IN
10million events per secont - OUT
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Big Data
Volume
Velocity
Variety
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X X
X
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Insights For Any Data, Any Size, Anywhere
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3
5
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Microsoft Business Intelligence
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PowerPivot
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Microsoft Business Intelligence
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PowerView
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Project Rubik
Integrate PI System Data with Microsoft
Business Intelligence
Configured models
Proper data aggregation
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Project Rubik
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The Power of Data
1. Understanding the problems at hand--what are you trying to solve; what questions are you trying to answer?
2. All the data. Think beyond the obvious and especially data that may not last long.
3. Ingenuity, insight and discovery; ideas that can be answered with proper data analyses.
4. The technology and skills to do the analyses
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