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Michael Stonebraker How to do Complex Analytics

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How to do Complex Analytics Michael Stonebraker
Big Volume - Little Analytics ,[object Object],[object Object],[object Object],[object Object]
Big Data - Big Analytics ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Big Data - Big Analytics An Example ,[object Object],[object Object],[object Object]
Now Make It Interesting … ,[object Object],[object Object],Hourly data? All securities? Stock t 1 t 2 t 3 t 4 t 5 t 6 t 7 … . t 1000 S 1 S 2 … S 4000
Solution ,[object Object],[object Object]
Big Data - Big Analytics Requirements ,[object Object],[object Object],[object Object]
Big Data - Big Analytics Solution Options ,[object Object],[object Object],[object Object],[object Object],[object Object]
Solution Options R, SAS, Matlab, et al ,[object Object],[object Object],[object Object],[object Object],[object Object]
Solution Options RDBMS alone ,[object Object],[object Object],[object Object],[object Object]
Solution Options R + RDBMS ,[object Object],[object Object],[object Object],[object Object],[object Object]
Array DBMS (e.g. Paradigm4/SciDB) ,[object Object],[object Object],[object Object],[object Object],[object Object]
Array Versus Relational Tables ,[object Object],[object Object],[object Object],48 cells 16 cells
Hadoop ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Hadoop ,[object Object],[object Object],[object Object],[object Object]
Summary ,[object Object],[object Object],[object Object],[object Object],[object Object]

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