Performance

The Core Performance Fundamentals Of Oracle Data Warehousing – Set Processing vs Row Processing

July 20, 2010
By Greg Rahn

In over six years of doing data warehouse POCs and benchmarks for clients there is one area that I frequently see as problematic: “batch jobs”.  Most of the time these “batch jobs” take the form of some PL/SQL procedures and packages that generally perform some data load, transformation, processing or something...
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Posted in Data Warehousing, Exadata, Oracle, Performance, SQL Tuning, VLDB | 21 Comments »

Oracle OpenWorld 2010: The Oracle Real-World Performance Group

July 13, 2010
By Greg Rahn

Now that Oracle OpenWorld 2010 is just under 70 days away I thought I would take a moment to mention that the Oracle Real-World Performance Group will again be hosting three sessions.   This year I think we have a very exciting and informative lineup of sessions that are a must-attend for those wanting to...
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Posted in Exadata, Oracle, Performance | 1 Comment »

Fully Exploiting Exadata

July 8, 2010
By Greg Rahn

As a member of the Real-World Performance Group at Oracle I have participated in quite a number of Exadata POCs over the past two years. Often times those POCs are constrained in a number of ways: time, schema/app modifications, etc., because the objective is a proof, not a full blown migration. As a result...
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Posted in Exadata, Oracle, Performance | 7 Comments »

The Core Performance Fundamentals Of Oracle Data Warehousing – Parallel Execution

April 19, 2010
By Greg Rahn
The Core Performance Fundamentals Of Oracle Data Warehousing – Parallel Execution

Leveraging Oracle’s Parallel Execution (PX) in your Oracle data warehouse is probably the most important feature/technology one can use to speed up operations on large data sets.  PX is not, however, “go fast” magic pixi dust for any old operation (if thats what you think, you probably don’t understand the parallel...
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Posted in Data Warehousing, Oracle, Parallel Execution, Performance, VLDB | 8 Comments »

The Core Performance Fundamentals Of Oracle Data Warehousing – Partitioning

January 25, 2010
By Greg Rahn

Partitioning is an essential performance feature for an Oracle data warehouse because partition elimination (or partition pruning) generally results in the elimination of a significant amount of table data to be scanned. This results in a need for less system resources and improved query performance. Someone once told me “the fastest...
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Posted in Data Warehousing, Oracle, Performance, VLDB | 10 Comments »

The Core Performance Fundamentals Of Oracle Data Warehousing – Table Compression

January 19, 2010
By Greg Rahn

Editor’s note: This blog post does not cover Exadata Hybrid Columnar Compression. The first thing that comes to most people’s mind when database table compression is mentioned is the savings it yields in terms of disk space. While reducing the footprint of data on disk is relevant, I would argue it...
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Posted in Data Warehousing, Oracle, Performance, VLDB | 8 Comments »

The Core Performance Fundamentals Of Oracle Data Warehousing – Balanced Hardware Configuration

December 22, 2009
By Greg Rahn
The Core Performance Fundamentals Of Oracle Data Warehousing – Balanced Hardware Configuration

If you want to build a house that will stand the test of time, you need to build on a solid foundation. The same goes for architecting computer systems that run databases. If the underlying hardware is not sized appropriately it will likely lead to people blaming software. All too often...
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Posted in Data Warehousing, Oracle, Performance, VLDB | 16 Comments »

The Core Performance Fundamentals Of Oracle Data Warehousing – Introduction

December 14, 2009
By Greg Rahn

At the 2009 Oracle OpenWorld Unconference back in October I lead a chalk and talk session entitled The Core Performance Fundamentals Of Oracle Data Warehousing. Since this was a chalk and talk I spared the audience any powerpoint slides but I had several people request that make it into a presentation so they could...
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Posted in Data Warehousing, Exadata, Oracle, Performance, VLDB | 16 Comments »

Top 10 Oracle 11gR2 New Features

September 9, 2009
By Greg Rahn

In catching up on blog posts I see that Jonathan Lewis, Christian Antognini and Nuno Souto picked up on the deferred segment creation new feature in Oracle 11gR2. In keeping with the theme, I thought I’d put together the top 10 new features in Oracle Database 11g Release 2 (11.2) that I consider significant....
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Posted in 11gR2, Performance | 8 Comments »

Oracle OpenWorld 2009: The Real-World Performance Group

July 20, 2009
By Greg Rahn

Even though Oracle OpenWorld 2009 is a few months away, I thought I would take a moment to mention that the Oracle Real-World Performance Group will again be hosting three sessions. Hopefully you are no stranger to our Oracle database performance sessions and this year we have what I think will be a very...
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Posted in Exadata, Oracle, Performance, VLDB | 6 Comments »

Oracle Parallel Execution: Interconnect Myths And Misunderstandings

July 6, 2009
By Greg Rahn
Oracle Parallel Execution: Interconnect Myths And Misunderstandings

A number of weeks back I had come across a paper/presentation by Riyaj Shamsudeen entitled Battle of the Nodes: RAC Performance Myths (avaiable here). As I was looking through it I saw one example that struck me as very odd (Myth #3 – Interconnect Performance) and I contacted him about it. After further review...
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Posted in Data Warehousing, Oracle, Parallel Execution, Performance, VLDB | 15 Comments »

Oracle And HP Take Back #1 Spot For 1TB TPC-H Benchmark

June 3, 2009
By Greg Rahn
Oracle And HP Take Back #1 Spot For 1TB TPC-H Benchmark

Oracle and HP have taken back the #1 spot by setting a new performance record in the 1TB TPC-H benchmark. The HP/Oracle result puts the Oracle database ahead of both the Exasol (currently #2 & #3) and ParAccel (currently #4) results in the race for performance at the 1TB scale factor and places Oracle...
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Posted in Data Warehousing, Exadata, Oracle, Performance | 1 Comment »