Xadoop - new approaches to data analytics

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Maxim Grinev

Overview of our data analytics work given to Microsoft SQL Server guys during their visit to Systems Group, ETH Zurich

Tecnologia

Systems Group Dept. Computer Science ETH Zurich - Switzerland Xadoop – new approaches to data analytics Lukas Blunschi, Maxim Grinev , Maria Grineva, Donald Kossmann, Georg Polzer, Kurt Stockinger (Credit Suisse)

Credit Suisse Project ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Possible Solutions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Hadoop Solution 1: Using Pig ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Hadoop Solution 1: Pig Example ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Hadoop Solution 1: Experiments 38m 10s 26m 20s 11m 05s 5 workers 59m 20s 40m 30s 19m 00s 3 workers 90 Gb 60 Gb 30 Gb

Hadoop Solution 2: Using XQuery ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Hadoop Solution 2: Using XQuery ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Future Work: Vision ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Future work: Issues ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

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