small data and big analytics: in the supercomputing dojo

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Intel Confidential — Do Not Forward Small Data and Big Analytics: In the Supercomputing Dojo Richard Beckwith, Adam Laskowitz, and ken anderson SC13 Denver, CO November 18, 2013 User Experience Research, Intel Labs

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  • 1. Small Data and Big Analytics: In the Supercomputing Dojo Richard Beckwith, Adam Laskowitz, and ken anderson SC13 Denver, CO November 18, 2013 User Experience Research, Intel Labs Intel Confidential Do Not Forward

2. People need a simple way to collect and consume data2 3. Big data doesnt matter for the Little Guy3 4. Big analytics matter for the Little Guy4 5. Full Bleed Image5 6. 6 7. 7 8. 8 9. 9 10. Sometimes data can be oversimplified10 11. 11 12. 12 13. 13 14. Simplicity with AdequacyIt can scarcely be denied that the supreme goal of all theory is to make the irreducible basic elements as simple and as few as possible without having to surrender the adequate representation of a single datum of experience. Albert Einstein, From On the Method of Theoretical Physics, 14 15. Simplicity Takes Work Adequacy requires: Lidar data for community Wind speed and direction As many sources as possible Pollen models based on geo-located source information All relevant sources Air pollution measurements All species of pollutants deemed interesting Pollution source maps by pollutant Including traffic data Monte Carlo modeling for various proposed accountings for measured data 15 16. Simplicity Could Use a Supercomputer16 17. Intel Confidential Do Not Forward