Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Big data new physics giga om structure conference ny - march 2011
1. Big Data. New Physics. And Why Geospatial Data is Analytic SuperFood Jeff Jonas, IBM Distinguished Engineer Chief Scientist, IBM Entity Analytics [email_address] March 23rd, 2011
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4. Trend: Organizations Are Getting Dumber Time Computing Power Growth Sensemaking Algorithms Available Observation Space Context Every two days now we create as much information as we did from the dawn of civilization up until 2003.” ~ Eric Schmidt, CEO Google Enterprise Amnesia
5. Trend: Organizations Are Getting Dumber Time Computing Power Growth Sensemaking Algorithms Available Observation Space Context WHY?
9. Information in Context … and Accumulating Top 200 Customer Job Applicant Identity Thief Criminal Investigation [email_address]
10. From Pixels to Pictures to Insight Observations Contextualization Information in Context Relevance Consumer (An analyst, a system, the sensor itself, etc.)
14. Counting Is Difficult Mark Smith 6/12/1978 443-43-0000 Mark R Smith (707) 433-0000 DL: 00001234 File 1 File 2
15. The Bigger, The More Accurate, The Faster Observations Unique Identities True Population
16. Data Triangulation Mark Smith 6/12/1978 443-43-0000 Mark R Smith (707) 433-0000 DL: 00001234 File 1 File 2 Mark Randy Smith 443-43-0000 DL: 00001234 New Record
20. Consider Lying Identical Twins #123 Sue 3/3/84 Uberstan Exp 2011 PASSPORT #123 Sue 3/3/84 Uberstan Exp 2011 PASSPORT Fingerprint DNA Most Trusted Authority “ Same person – trust me.” Most Trusted Authority
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23. “Life Arcs” Are Also Telling Bill Smith 4/13/67 Salem, Oregon Bill Smith 4/13/67 Seattle, Washington Address History Tampa, FL 2008-2008 Biloxi, MS 2005-2008 NY, NY 1996-2005 Tampa, FL 1984-1996 Address History San Diego, CA 2005-2009 San Fran, CA 2005-2005 Phoenix, AZ 1990-2005 San Jose, CA 1982-1990
30. Trend: Time Is Of The Essence Willingness to Wait The better the predictions … the faster they will be wanted. “ Why did we have to wait until the end of the day for the smart answer?” Relevance (Iffy) (Totally) Day Hour 200ms Batch Real-Time
31. Trend: Growing Tolerance for Non-Repeatability Accountable and Repeatable It appears the market is becoming more tolerant of one-time results that cannot be easily repeated or substantiated Facebook Going Forward Yesterday Payroll Now Google
32. Trend: Be Careful What You Wish For Accountable and Repeatable 6:34pm Recommendation Shoot it 6:35pm Action Taken Bang.Dead 6:36pm Recommendation Oops.Send Flowers Going Forward Yesterday Now
34. Wish This On The Adversary Time Computing Power Growth Sensemaking Algorithms Available Observation Space Context
35. Context Accumulation: The Way Forward Time Computing Power Growth Sensemaking Algorithms Available Observation Space Context Context Accumulation
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37. Big Data. New Physics. And Why Geospatial Data is Analytic SuperFood Jeff Jonas, IBM Distinguished Engineer Chief Scientist, IBM Entity Analytics [email_address] March 23rd, 2011
40. Big Data. New Physics. And Why Geospatial Data is Analytic SuperFood Jeff Jonas, IBM Distinguished Engineer Chief Scientist, IBM Entity Analytics [email_address] March 23rd, 2011