PostgreSQL BI & Performance - 2ndQuadrant

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PostgreSQL BI & Performance - 2ndQuadrant

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Business Intelligence & Architecture. • BI Performance Feature Effectiveness. • Benchmark ... Data delayed on route to second system. • Frequently highly ...

PostgreSQL Business Intelligence & Performance Simon Riggs CTO, 2ndQuadrant PostgreSQL Major Contributor © 2ndQuadrant 2013

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The research leading to these results has received funding from the European Union's Seventh Framework Programme (FP7/2007 2 0 1 3 ) u n d er g ra n t a g reem en t n u m b e 318633

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AXLE Project • Analytics on Xtremely Large European data – Secure – Big – Fast – Hardware optimised – Visual Analytics

axleproject.eu © 2ndQuadrant 2013

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Topics • Business Intelligence & Architecture • BI Performance Feature Effectiveness • Benchmark Analysis & Opportunities • New Features in Progress

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Business Intelligence • ETL

• Many query types

• Reporting

• Counting

• Ad-hoc queries

• Summarisation

• Data Mining

• Strategic Analysis • Analytics

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BI Architecture • SQL was invented for Business Intelligence • Classic DW – DB2 v Teradata • Specialist Databases

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OLTP

DW

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Specialist OLTP Problems • M ongoDB – Joins don't scale!

• V oltDB – No concurrency – All SQL must run in same duration – Partial SQL implementation

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Specialist DW Problems • Second specialist system required

• ETL middleware also often required for loadin • Data delayed on route to second system

• Frequently highly compressed, so read only o

difficult to maintain

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Get Real • Big Data – 99% of databases are